{"id":952,"date":"2019-05-06T11:26:50","date_gmt":"2019-05-06T11:26:50","guid":{"rendered":"http:\/\/161.67.214.10\/wordpress\/?page_id=952"},"modified":"2020-01-23T12:26:23","modified_gmt":"2020-01-23T12:26:23","slug":"scarab","status":"publish","type":"page","link":"https:\/\/ingenium.uclm.es\/index.php\/scarab\/","title":{"rendered":"Scarab"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"952\" class=\"elementor elementor-952\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-15b843c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15b843c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-51cf946\" data-id=\"51cf946\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-496043a elementor-widget elementor-widget-writing-effect-headline\" data-id=\"496043a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"writing-effect-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <h3 class=\"futurio-extra-written-headline\" data-speed=\"50\" data-delay=\"8000\" data-loop=\"1\">\r\n        \r\n                    <span class=\"written-lines\">SCARAB<\/span>\r\n        \r\n                <\/h3>\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-44dfb4f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44dfb4f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-55a8baf\" data-id=\"55a8baf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-268e1c6\" data-id=\"268e1c6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bba8fd9 elementor-widget elementor-widget-advanced-text-block\" data-id=\"bba8fd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"advanced-text-block.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"futurio_extra_adv_text_block animate-general\"  data-animate-type=\"transition.slideUpIn\" data-animate-delay=\"330\"><div class=\"text-content-block\"><p><em>\"The objective of this R&amp;D project, financed by the Ministry of Economy and Competitiveness within the framework of the State Plan for Scientific and Technical Research and Innovation 2013-2016, is the development of an intelligent tool based on monitoring systems embedded in UAVs for the optimization of the operation and maintenance of solar photovoltaic plants.\"<\/em><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-e09c004 elementor-widget elementor-widget-spacer\" data-id=\"e09c004\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-93e37ca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"93e37ca\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-464e761\" data-id=\"464e761\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc39c63 elementor-widget elementor-widget-image\" data-id=\"cc39c63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"758\" height=\"664\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/scarab-logo.jpg\" class=\"attachment-large size-large wp-image-1586\" alt=\"\" srcset=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/scarab-logo.jpg 758w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/scarab-logo-300x263.jpg 300w\" sizes=\"(max-width: 758px) 100vw, 758px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-105c053\" data-id=\"105c053\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0d7437a elementor-widget elementor-widget-text-editor\" data-id=\"0d7437a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>GRANT AGREEMENT ID: RTC-2016-5694-3<\/h3><h3 style=\"text-align: left;\">GRANTED:\u00a0 \u00a0 \u00a0 \u00a0 \u20ac 648.510<\/h3><h3>FUNDED:<\/h3><p><img decoding=\"async\" class=\"size-medium wp-image-1393 aligncenter\" src=\"http:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/scarab-300x46.jpg\" alt=\"\" width=\"300\" height=\"46\" srcset=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/scarab-300x46.jpg 300w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/scarab.jpg 567w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><h3>\u00a0<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04e0503 elementor-widget elementor-widget-progress\" data-id=\"04e0503\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"progress.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<span class=\"elementor-title\" id=\"elementor-progress-bar-04e0503\">\n\t\t\t\tProject Schedule\t\t\t<\/span>\n\t\t\n\t\t<div aria-labelledby=\"elementor-progress-bar-04e0503\" class=\"elementor-progress-wrapper progress-info\" role=\"progressbar\" aria-valuemin=\"0\" aria-valuemax=\"100\" aria-valuenow=\"100\">\n\t\t\t<div class=\"elementor-progress-bar\" data-max=\"100\">\n\t\t\t\t<span class=\"elementor-progress-text\"><\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a027495 elementor-widget elementor-widget-text-editor\" data-id=\"a027495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5>1 October 2016\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 31 December 2019<\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d9681c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d9681c6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-41d3995\" data-id=\"41d3995\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-42bf13b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"42bf13b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d40a43a elementor-widget elementor-widget-heading\" data-id=\"d40a43a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">TITLE: Herramienta Inteligente de Optimizaci\u00f3n de la Operaci\u00f3n y el Mantenimiento de Plantas Fotovoltaicas, basada en nuevos sistemas de monitorizaci\u00f3n embarcados en UAVs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3254fbe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3254fbe\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;shape_divider_top&quot;:&quot;mountains&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-43cc55d\" data-id=\"43cc55d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15ccbec elementor-widget elementor-widget-accordion\" data-id=\"15ccbec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2281\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2281\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"elementor-accordion-icon-closed fa fa-caret-square-o-right\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"elementor-accordion-icon-opened fa fa-caret-down\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">BACKGROUND<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2281\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2281\"><p>The main objective of the SCARAB project is to develop a support system for the operation and maintenance of photovoltaic plants composed of the following sub-systems:<\/p><p>Unmanned aerial vehicle (UAV or drone) adapted to accommodate different sensors and follow different trajectories according to the technology and type of installation of the photovoltaic panel;<\/p><ul><li>Algorithms that allow to detect and classify the possible causes of reduction of the performance of the panels such as breakage, dirt or degradation;<\/li><li>Algorithms that, based on on-board sensors and other plant information, will provide reliable and robust indicators of the technical and economic performance of the system;<\/li><li>Application optimization of maintenance activities.<\/li><\/ul><p>With all this, it will help to respond to the main challenge facing photovoltaic solar plants: achieve a high profitability that allows them to compete with other sources of energy, both fossil and renewable. The improvements that the project will bring at the operational level include the elimination of lifting means for the inspection of panels, reducing the time taken for measurements and post-processing, and facilitating decision-making in order to carry out the operation and maintenance activities with the minimum costs and maximizing the life time of the plant.<\/p><p>At a technical level, the SCARAB project addresses the development of new technologies in two branches:<\/p><p><strong>1.<\/strong>Monitoring and signal processing for the inspection and automatic detection of faults in photovoltaic panels through the use of more efficient sensors<\/p><p><strong>2.<\/strong>Information technologies, developing advanced fault classification algorithms, estimating the status of the solar plant and optimizing maintenance strategies.<\/p><p>In relation to the first line of action, they are beginning to use unmanned vehicles for the inspection of photovoltaic plants using thermographic or visible-spectrum cameras, which allows reducing the time taken for measurements. However, the expensive post-processing of the information captured to detect faults is done in a traditional way, reviewing the images one by one. For this reason, the present project raises the automation of the analysis to complement the reduction of time and costs achieved with aerial inspection with the additional optimization that is achieved with the automatic diagnosis from the collected data.<\/p><p>In relation to the second technological line, it is intended to go beyond the current state of the art by developing intelligent algorithms that use the failure indicators detected with the previous sub-system and the correlations with the most relevant exogenous information (power produced, climatology, costs of energy and labor, repair times, etc.). As a result, the plant operator will have a decision support tool to determine the optimal maintenance strategy.<\/p><p>In the present report a Work Plan has been proposed with a duration of 36 months, which covers the technical objectives described, and which is structured in 8 work packages.<\/p><p>In short, the SCARAB project is aligned with the needs of society (Challenges) and with the national technological development agendas (National Renewable Energy Plan 2011-2020) and European (H2020) as explained in the chapter on \u00abInternationalization\u00bb of this proposal. The execution of the project would not only allow the development of necessary solutions for society and competitiveness, but would strengthen the international leadership capacity in emerging markets and in future R &amp; D &amp; I projects.<\/p><p><img decoding=\"async\" class=\"aligncenter wp-image-1604 size-full\" src=\"http:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/web.png\" alt=\"\" width=\"494\" height=\"362\" srcset=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/web.png 494w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/web-300x220.png 300w\" sizes=\"(max-width: 494px) 100vw, 494px\" \/><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2282\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2282\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"elementor-accordion-icon-closed fa fa-caret-square-o-right\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"elementor-accordion-icon-opened fa fa-caret-down\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">OBJECTIVES<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2282\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2282\"><p>The general objective of the SCARAB project is to increase the efficiency and effectiveness of operation and maintenance activities in photovoltaic solar plants. To this end, new technologies for automation of inspections, diagnosis and intelligent analysis of information will be developed, which will support the company providing maintenance services and significantly improve its competitiveness.<\/p><p>After reviewing current practices, it has been decided to focus on technological development to solve four O &amp; M processes that are currently susceptible to improvement and would have a great impact on time and costs:<\/p><p><strong>1.<\/strong> Eliminate the use of lifting equipment (cranes) and the need for work at height that involves a high cost and a risk.<\/p><p><strong>2.<\/strong> Accelerate the thermal measurements of panel diagnostics<\/p><p><strong>3.<\/strong> Allow more frequent inspections.<\/p><p><strong>4.<\/strong> Facilitate the analysis of the collected data to detect faults in PV panels and determine their severity.<\/p><p><strong>5.<\/strong> Facilitate the analysis of the global state of the system and its economic performance.<\/p><p><strong>6.\u00a0<\/strong>Plantear optimal O &amp; M strategies that contribute to lengthen the life time of the plant.<\/p><p>The project will achieve important strategic objectives for Ingenium and Ingeteam Service by developing and incorporating new knowledge and offering the market advanced services that position it in advantage over its competitors. The results that are expected to be obtained are not only aimed at the photovoltaic sector, but will be extrapolated to other sectors such as wind or industrial.\u00a0In order to achieve the general objectives, there are a series of preliminary stages and scientific-technical objectives that must be addressed and that at the same time allow to evaluate the progress of the project.<\/p><p>These are described below:<\/p><p><strong>O1 Integrate sensors on board drone.<\/strong><\/p><p>This objective groups all the activities necessary to automate the tasks prior to the inspection of the panels: 1) move from one panel to the next sequentially and 2) positioning the sensor with the appropriate angle with respect to the point to be measured. For each tracking technology: fixed, 1-axis and 2-axis, there are specific requirements and limitations. In many cases lifting means are required to take the measurement at the moment when the panel is facing upwards, beyond the reach of the technician. Otherwise, the measure would not be made under the right conditions to detect failures. For this reason, it is necessary to consider the casuistry of photovoltaic plants and develop an electromechanical system (power supply, mechanical fixation, delimitation and orientation) to mount the sensors on an air vehicle that has sufficient range, autonomy and power for it.<\/p><p><strong>O2 Automate the taking of measures indicative of the state of health of the PV panels.<\/strong><\/p><p>The detection of faults and loss of performance in photovoltaic panels can be due to multiple causes and manifested in several ways. This technological objective is oriented to: 1) characterize the faults in PV panels; 2) specify, select and adapt the data acquisition module, the UAV and different commercially available sensors to detect problems in different photovoltaic technologies; 3) specify and develop an automatic and configurable aerial inspection system with parameters such as the route, the sampling frequency, the height and inclination of the panels, etc.<\/p><p><strong>O3 Automate the PV panel diagnostics.<\/strong><\/p><p>After the flight mission of the UAV, sensor data is received, predictably in a ground equipment. To avoid the need for expensive analysis by a thermography expert or the detection technique used, the next objective is to automate the interpretation of the data. To do this, algorithms must be developed that extract fault indicators, determine if they are outside the optimum operating range and classify the deviation. In this way, considerable savings are expected in terms of time and costs, which can be decisive both in small distributed plants and in plants of several hundred MW.<\/p><p><strong>O4 Generate robust performance and degradation indicators both at the panel level and at the plant level.<\/strong><\/p><p>In addition to the specific faults that may be encountered during the inspection of the panels, it is important to detect progressive losses of performance that are generally produced by the degradation of the cells or by the accumulated dirt on their surface. This objective could not be achieved without taking into account the environmental conditions in which the measures are carried out and without having historical data. Therefore, variables of the plant SCADA and other relevant information must be acquired (energy price, weather forecasts, etc.), develop variable correlation algorithms and develop comparison and trend detection algorithms with historical data.<\/p><p><strong>O5 Generate software tools for optimal operation and maintenance of PV plants.<\/strong><\/p><p>Having reliable information about the state of health of the photovoltaic panels and the plant as a whole is useless if that information is not assimilated and used to make decisions that improve the situation through operation and maintenance. The objective is, therefore, to provide the information to the operator in such a way that he can make better decisions. Said tool should consider not only technical but also economic parameters, and provide a quantitative estimate of the impact that a certain action would have on the performance of the system.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2283\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2283\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"elementor-accordion-icon-closed fa fa-caret-square-o-right\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"elementor-accordion-icon-opened fa fa-caret-down\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">PUBLICATIONS<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2283\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2283\"><p><h2 class=\"wpmgrouptitle\">2020<\/h2><p class=\"wpmref\"><span class=\"wpmauthors\"> Jes\u00fas Jos\u00e9, Jes\u00fas Jos\u00e9 Llandres, Carlos Quiterio G\u00f3mez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2020)<\/span> <span class=\"wpmtitle\">Non-destructive methods for detection and localisation of partial discharges<\/span>, <span class=\"wpmoutlet\">Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy Industrial Assets<\/span>, <span class=\"wpmpages\">p. 177-193<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/B9780081010945000125\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00012-5\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00012-5\">doi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00012-5<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alvaro Huerta Herraiz, Alberto Pliego Marugan, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2020)<\/span> <span class=\"wpmtitle\">Photovoltaic plant condition monitoring using thermal images analysis by convolutional neural network-based structure<\/span>, <span class=\"wpmoutlet\">Renewable Energy<\/span> <span class=\"wpmvolume\">153<\/span>, <span class=\"wpmpages\">p. 334-348<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0960148120301701\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/j.renene.2020.01.148\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/j.renene.2020.01.148\">doi:https:\/\/doi.org\/10.1016\/j.renene.2020.01.148<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Jose Carlos Montoya, Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2020)<\/span> <span class=\"wpmtitle\">Remote condition monitoring for photovoltaic systems<\/span>, <span class=\"wpmoutlet\">Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy Industrial Assets<\/span>, <span class=\"wpmeditors\">Fausto Pedro Garc\u00eda M\u00e1rquez and Alexander Karyotaki Mayorkinos Papaelias (ed.)<\/span>, <span class=\"wpmpages\">p.  133-142<\/span>, <span class=\"wpmpublisher\">Butterworth-Heinemann<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/B9780081010945000095\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00009-5\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00009-5\">doi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00009-5<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Jose Carlos Montoya, Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2020)<\/span> <span class=\"wpmtitle\">Chapter 9 &#8211; Remote condition monitoring for photovoltaic systems<\/span>, <span class=\"wpmoutlet\">Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy Industrial Assets<\/span>, <span class=\"wpmeditors\">Mayorkinos Papaelias, Fausto Pedro Garc\u00eda M\u00e1rquez, Alexander Karyotakis (ed.)<\/span>, <span class=\"wpmpages\">p. 133-142<\/span>, <span class=\"wpmpublisher\">Boston: Butterworth-Heinemann<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/B9780081010945000095\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00009-5\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00009-5\">doi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00009-5<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Jesus Jose Llandres, Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2020)<\/span> <span class=\"wpmtitle\">Chapter 12 &#8211; Non-destructive methods for detection and localisation of partial discharges<\/span>, <span class=\"wpmoutlet\">Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy Industrial Assets<\/span>, <span class=\"wpmeditors\">Mayorkinos Papaelias, Fausto Pedro Garc\u00eda M\u00e1rquez, Alexander Karyotakis (ed.)<\/span>, <span class=\"wpmpages\">p. 177-193<\/span>, <span class=\"wpmpublisher\">Boston: Butterworth-Heinemann<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/B9780081010945000125\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00012-5\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00012-5\">doi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00012-5<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alvaro Huerta Herraiz, Alberto Pliego Marugan, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2020)<\/span> <span class=\"wpmtitle\">Chapter 7 &#8211; A review on condition monitoring system for solar plants based on thermography<\/span>, <span class=\"wpmoutlet\">Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy Industrial Assets<\/span>, <span class=\"wpmeditors\">Mayorkinos Papaelias, Fausto Pedro Garc\u00eda M\u00e1rquez, Alexander Karyotakis (ed.)<\/span>, <span class=\"wpmpages\">p. 103-118<\/span>, <span class=\"wpmpublisher\">Boston: Butterworth-Heinemann<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/B9780081010945000071\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00007-1\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00007-1\">doi:https:\/\/doi.org\/10.1016\/B978-0-08-101094-5.00007-1<\/span><\/a><\/span><br clear='all'\/><\/p>\n<h2 class=\"wpmgrouptitle\">2019<\/h2><p class=\"wpmref\"><span class=\"wpmauthors\"> Fausto Pedro Garcia Marquez,  Benjamin Lev (ed.)<\/span> <span class=\"wpmyear\">(2019)<\/span> <span class=\"wpmtitle\">Data Science and Digital Business<\/span>, <span class=\"wpmpages\">p. 316<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/link.springer.com\/book\/10.1007%2F978-3-319-95651-0\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/doi 10.1007\/978-3-319-95651-0\"><span class=\"wpmurldoi:doi 10.1007\/978-3-319-95651-0\">doi:doi 10.1007\/978-3-319-95651-0<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alfredo Peinado Gonzalo, Alberto Pliego Marug\u00e1n, Fausto Pedro Garc\u00eda M\u00e1rquez<\/span> <span class=\"wpmyear\">(2019)<\/span> <span class=\"wpmtitle\">A review of the application performances of concentrated solar power systems<\/span>, <span class=\"wpmoutlet\">Applied Energy<\/span> <span class=\"wpmvolume\">255<\/span>, <span class=\"wpmpages\">p. 113893<\/span>, <span class=\"wpmpublisher\">Elsevier<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0306261919315806\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/10.1016\/J.APENERGY.2019.113893\"><span class=\"wpmurldoi:10.1016\/J.APENERGY.2019.113893\">doi:10.1016\/J.APENERGY.2019.113893<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Fausto Pedro Garcia Marquez, Isaac Segovia Ramirez<\/span> <span class=\"wpmyear\">(2019)<\/span> <span class=\"wpmtitle\">Condition monitoring system for solar power plants with radiometric and thermographic sensors embedded in unmanned aerial vehicles<\/span>, <span class=\"wpmoutlet\">Measurement<\/span> <span class=\"wpmvolume\">139<\/span>, <span class=\"wpmpages\">p. 152-162<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0263224119301630\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/j.measurement.2019.02.045\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/j.measurement.2019.02.045\">doi:https:\/\/doi.org\/10.1016\/j.measurement.2019.02.045<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alfredo Arcos Jimenez, Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2019)<\/span> <span class=\"wpmtitle\">Dirt and mud detection and diagnosis on a wind turbine blade employing guided waves and supervised learning classifiers<\/span>, <span class=\"wpmoutlet\">Reliability Engineering &#038; System Safety<\/span> <span class=\"wpmvolume\">184<\/span>, <span class=\"wpmpages\">p. 2-12<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0951832016309231\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/j.ress.2018.02.013\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/j.ress.2018.02.013\">doi:https:\/\/doi.org\/10.1016\/j.ress.2018.02.013<\/span><\/a><\/span><br clear='all'\/><\/p>\n<h2 class=\"wpmgrouptitle\">2018<\/h2><p class=\"wpmref\"><span class=\"wpmauthors\">Isaac Segovia Ramirez, Alberto Pliego Marugan, Fausto Pedro Garcia Marquez, Alvaro Huerta Herraiz, Marcos Navarro Leal, Ignacio Garcia de Carellan Esteban-Infantes<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">SCARAB: Herramienta inteligente de optimizaci\u00f3n de la operaci\u00f3n y el mantenimiento de plantas fotovoltaicas, basada en nuevos sistemas de monitorizaci\u00f3n embarcados en UAVs<\/span>, <span class=\"wpmoutlet\">AEND<\/span> <span class=\"wpmvolume\">85<\/span>, <span class=\"wpmpages\">p. pp 32-41<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/20132\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alberto Pliego Marugan, Ra\u00fal Ruiz de la Hermosa, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Big Data and Wind Turbines Maintenance Management<\/span>, <span class=\"wpmoutlet\">Renewable Energies<\/span>, <span class=\"wpmpages\">p. 111-125<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-45364-4_8\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-45364-4_8\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_8\">doi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_8<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Victoria Borja Moraleda, Alberto Pliego Marugan, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Acoustic Maintenance Management Employing Unmanned Aerial Vehicles in Renewable Energies<\/span>, <span class=\"wpmoutlet\">International Conference on Management Science and Engineering Management<\/span>, <span class=\"wpmpages\">p. 969-981<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/18941\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-93351-1_76\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-93351-1_76\">doi:https:\/\/doi.org\/10.1007\/978-3-319-93351-1_76<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Future Maintenance Management in Renewable Energies<\/span>, <span class=\"wpmoutlet\">Renewable Energies<\/span>, <span class=\"wpmpages\">p. 149-159<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-45364-4_10\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-45364-4_10\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_10\">doi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_10<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alfredo Arcos Jimenez, Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Dirt and mud detection and diagnosis on a wind turbine blade employing guided waves and supervised learning classifiers<\/span>, <span class=\"wpmoutlet\">Reliability Engineering &#038; System Safety<\/span>, <span class=\"wpmpublisher\">Elsevier<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/18937\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1016\/j.ress.2018.02.013\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1016\/j.ress.2018.02.013\">doi:https:\/\/doi.org\/10.1016\/j.ress.2018.02.013<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Isaac Segovia Ramirez, Alberto Pliego Marugan, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Remotely Piloted Aircraft System and Engineering Managenment: A Real Case Study<\/span>, <span class=\"wpmoutlet\">International Conference on Management Science and Engineering Management<\/span>, <span class=\"wpmpages\">p. 1173-1185<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/18942\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-93351-1_920\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-93351-1_920\">doi:https:\/\/doi.org\/10.1007\/978-3-319-93351-1_920<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alvaro Huerta Herraiz, Alberto Pliego Marugan, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Optimal Productivity in Solar Power Plants Based on Machine Learning and Engineering Management<\/span>, <span class=\"wpmoutlet\">International Conference on Management Science and Engineering Management<\/span>, <span class=\"wpmpages\">p. 983-994<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/18943\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-93351-1_77\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-93351-1_77\">doi:https:\/\/doi.org\/10.1007\/978-3-319-93351-1_77<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Wind Energy Power Prospective<\/span>, <span class=\"wpmoutlet\">Renewable Energies<\/span>, <span class=\"wpmpages\">p. 83-95<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-45364-4_6\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-45364-4_6\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_6\">doi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_6<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Jes\u00fas Mar\u00eda Pinar P\u00e9rez, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Managing Costs and Review for Icing Problems<\/span>, <span class=\"wpmoutlet\">Renewable Energies<\/span>, <span class=\"wpmpages\">p. 97-109<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-45364-4_7\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_7\">doi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_7<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Mayorkinos Papaelias, Fausto Pedro Garcia Marquez, Isaac Segovia Ramirez<\/span> <span class=\"wpmyear\">(2018)<\/span> <span class=\"wpmtitle\">Concentrated Solar Power: Present and Future<\/span>, <span class=\"wpmoutlet\">Renewable Energies<\/span>, <span class=\"wpmpages\">p. 51-61<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-45364-4_4\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-45364-4_4\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_4\">doi:https:\/\/doi.org\/10.1007\/978-3-319-45364-4_4<\/span><\/a><\/span><br clear='all'\/><\/p>\n<h2 class=\"wpmgrouptitle\">2017<\/h2><p class=\"wpmref\"><span class=\"wpmauthors\">Fausto Pedro Garcia Marquez, Alberto Pliego Marugan, Jesus Maria Pinar Perez,  Mayorkinos Papaelias<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">An Approach for Dynamic Analysis of Electrical\/Electronic Components in Wind Turbines<\/span>, <span class=\"wpmoutlet\">Energies<\/span> <span class=\"wpmvolume\">10<\/span><span class=\"wpmissue\">(8)<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/18935\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Kamal Mohammedi, Tahar Benmessaoud, Fausto Pedro Garcia Marquez, Alberto Pliego Marugan<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Fuzzy Logic Applied to SCADA Systems<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16083\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-59280-0_61\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_61\">doi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_61<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Isaac Segovia Ramirez, Fausto Pedro Garcia Marquez, Carlos Quiterio Gomez Mu\u00f1oz, Alfredo Peinado Gonzalo<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Online Fault Detection in Solar Plants Using a Wireless Radiometer in Unmanned Aerial Vehicles<\/span>, <span class=\"wpmpublisher\">Springer<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16082\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-59280-0_96\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_96\">doi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_96<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez, Benjamin Lev, Alfredo Arcos Jimenez<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">New Pipe Notch Detection and Location Method for Short Distances employing Ultrasonic Guided Waves<\/span>, <span class=\"wpmoutlet\">Acta Acustica united with Acustica<\/span>, <span class=\"wpmpages\">p. 772-781<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16079\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.3813\/AAA.919106\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.3813\/AAA.919106\">doi:https:\/\/doi.org\/10.3813\/AAA.919106<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Fausto Pedro Garcia Marquez, Alberto Pliego Marugan, Jes\u00fas Mar\u00eda Pinar P\u00e9rez, Stuart Hillmansen, Mayorkinos Papaelias<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Optimal dynamic analysis of electrical\/electronic components in wind turbines<\/span>, <span class=\"wpmoutlet\">Energies<\/span> <span class=\"wpmvolume\">10<\/span><span class=\"wpmissue\">(8)<\/span>, <span class=\"wpmpages\">p. 1111<\/span>, <span class=\"wpmpublisher\">Multidisciplinary Digital Publishing Institute<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/www.mdpi.com\/1996-1073\/10\/8\/1111\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/doi:10.3390\/en10081111\"><span class=\"wpmurldoi:doi:10.3390\/en10081111\">doi:doi:10.3390\/en10081111<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Fausto Pedro Garcia Marquez, Carlos Quiterio Gomez Mu\u00f1oz, Benjamin Lev, Alfredo Arcos Jimenez<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">New Pipe Notch Detection and Location Method for Short Distances employing Ultrasonic Guided Waves<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16079\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.3813\/AAA.919106\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.3813\/AAA.919106\">doi:https:\/\/doi.org\/10.3813\/AAA.919106<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Tahar Benmessaoud, Alberto Pliego Marugan, Kamal Mohammedi, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Fuzzy Logic Applied to SCADA Systems<\/span>, <span class=\"wpmoutlet\">International Conference on Management Science and Engineering Management<\/span>, <span class=\"wpmpages\">p. 749-757<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16083\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-59280-0_61\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_61\">doi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_61<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Carlos Quiterio Gomez Mu\u00f1oz, Alfredo Peinado Gonzalo, Isaac Segovia Ramirez, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Online Fault Detection in Solar Plants Using a Wireless Radiometer in Unmanned Aerial Vehicles<\/span>, <span class=\"wpmoutlet\">International Conference on Management Science and Engineering Management<\/span>, <span class=\"wpmpages\">p. 1161-1174<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16082\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-59280-0_96\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_96\">doi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_96<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alberto Pliego Marugan, Fausto Pedro Garcia Marquez, Benjamin Lev<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Optimal decision-making via binary decision diagrams for investments under a risky environment<\/span>, <span class=\"wpmoutlet\">International Journal of Production Research<\/span> <span class=\"wpmvolume\">55<\/span><span class=\"wpmissue\">(18)<\/span>, <span class=\"wpmpages\">p. 5271-5286<\/span>, <span class=\"wpmpublisher\">Taylor &#038; Francis<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/00207543.2017.1308570\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1080\/00207543.2017.1308570\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1080\/00207543.2017.1308570\">doi:https:\/\/doi.org\/10.1080\/00207543.2017.1308570<\/span><\/a><\/span><br clear='all'\/><\/p>\n<p class=\"wpmref\"><span class=\"wpmauthors\">Alfredo Arcos Arcos Jimenez, Carlos Quiterio Gomez Mu\u00f1oz, Fausto Pedro Garcia Marquez<\/span> <span class=\"wpmyear\">(2017)<\/span> <span class=\"wpmtitle\">Machine Learning and Neural Network for Maintenance Management<\/span>, <span class=\"wpmoutlet\">International Conference on Management Science and Engineering Management<\/span>, <span class=\"wpmpages\">p. 1377-1388<\/span>, <span class=\"wpmpublisher\">Springer, Cham<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"http:\/\/hdl.handle.net\/10578\/16084\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/doi.org\/https:\/\/doi.org\/10.1007\/978-3-319-59280-0_115\"><span class=\"wpmurldoi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_115\">doi:https:\/\/doi.org\/10.1007\/978-3-319-59280-0_115<\/span><\/a><\/span><br clear='all'\/><\/p>\n<h2 class=\"wpmgrouptitle\">2016<\/h2><p class=\"wpmref\"><span class=\"wpmauthors\">Fausto Pedro Garcia Marquez, Mayorkinos Papaelias, Noor Zaman<\/span> <span class=\"wpmyear\">(2016)<\/span> <span class=\"wpmtitle\">Non-Destructive Testing<\/span>, <span class=\"wpmpublisher\">Intech<\/span>, <span class=\"wpmurl\"><a target=\"_blank\" href=\"https:\/\/books.google.es\/books?hl=es&#038;lr=&#038;id=g3eQDwAAQBAJ&#038;oi=fnd&#038;pg=PR9&#038;ots=eBf4rTneld&#038;sig=3V0YCtHHXYS82XDDZlstwzUtSko#v=onepage&#038;q&#038;f=false\"><span class=\"wpmurlurl\">url<\/span><\/a><\/span><br clear='all'\/><\/p>\n<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-501fc6c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"501fc6c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2ea08ae\" data-id=\"2ea08ae\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f9a9e8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3f9a9e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2427fc6 elementor-widget elementor-widget-heading\" data-id=\"2427fc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">PARTNERS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-27129ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"27129ec\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55fe538\" data-id=\"55fe538\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a5a75d elementor-widget elementor-widget-image-gallery\" data-id=\"9a5a75d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t\n\t\t<style type=\"text\/css\">\n\t\t\t#gallery-1 {\n\t\t\t\tmargin: auto;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-item {\n\t\t\t\tfloat: left;\n\t\t\t\tmargin-top: 10px;\n\t\t\t\ttext-align: center;\n\t\t\t\twidth: 50%;\n\t\t\t}\n\t\t\t#gallery-1 img {\n\t\t\t\tborder: 2px solid #cfcfcf;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-caption {\n\t\t\t\tmargin-left: 0;\n\t\t\t}\n\t\t\t\/* see gallery_shortcode() in wp-includes\/media.php *\/\n\t\t<\/style>\n\t\t<div id='gallery-1' class='gallery galleryid-952 gallery-columns-2 gallery-size-large'><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"9a5a75d\" data-elementor-lightbox-title=\"logo_uclm_0\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTQ3NSwidXJsIjoiaHR0cHM6XC9cL2luZ2VuaXVtLnVjbG0uZXNcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMTlcLzA2XC9sb2dvX3VjbG1fMC5wbmciLCJzbGlkZXNob3ciOiI5YTVhNzVkIn0%3D\" href='https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/logo_uclm_0.png'><img loading=\"lazy\" decoding=\"async\" width=\"284\" height=\"106\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/logo_uclm_0.png\" class=\"attachment-large size-large\" alt=\"\" \/><\/a>\n\t\t\t<\/dt><\/dl><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"9a5a75d\" data-elementor-lightbox-title=\"ingeteam\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTU5NCwidXJsIjoiaHR0cHM6XC9cL2luZ2VuaXVtLnVjbG0uZXNcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMTlcLzA2XC9pbmdldGVhbS5wbmciLCJzbGlkZXNob3ciOiI5YTVhNzVkIn0%3D\" href='https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/ingeteam.png'><img loading=\"lazy\" decoding=\"async\" width=\"361\" height=\"121\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/ingeteam.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/ingeteam.png 361w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/ingeteam-300x101.png 300w\" sizes=\"(max-width: 361px) 100vw, 361px\" \/><\/a>\n\t\t\t<\/dt><\/dl><br style=\"clear: both\" \/>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-84c472f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"84c472f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;triangle&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M500,98.9L0,6.1V0h1000v6.1L500,98.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0439f52\" data-id=\"0439f52\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9e0363c text-center elementor-widget elementor-widget-advanced-text-block\" data-id=\"9e0363c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"advanced-text-block.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"futurio_extra_adv_text_block \" ><div class=\"text-content-block\"><p>LAST NEWS IN SCARAB<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95443ee elementor-invisible elementor-widget elementor-widget-futurio-extra-posts\" data-id=\"95443ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"futurio-extra-posts.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div class=\"f-posts-shortcode\">\n\t\t\t\t<div class=\"latest-news-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<article id=\"post-1236\" class=\"news-item text-center col-md-3 post-1236 post type-post status-publish format-standard has-post-thumbnail hentry category-blog category-proyectos category-scarab-es tag-ingeteam tag-scarab\">\n\t\t\t\t\t\t\t<div class=\"entry-thumb\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"news-thumb \">\n\t\t\t\t<a href=\"https:\/\/ingenium.uclm.es\/index.php\/2019\/02\/14\/reunion-de-control-del-proyecto-scarab-en-las-instalaciones-de-ingeteam-service-s-a-el-13-de-febrero-de-2019\/\" title=\"Reuni\u00f3n de control del proyecto SCARAB en las instalaciones de Ingeteam Service S.A. el 13 de febrero de 2019\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"405\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/02\/reunion-720x405.jpg\" class=\"attachment-futurio-med size-futurio-med wp-post-image\" alt=\"\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div><!-- .news-thumb -->\n\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\n\t\t\t\t\t\t\t<h4 class=\"entry-title\"><a href=\"https:\/\/ingenium.uclm.es\/index.php\/2019\/02\/14\/reunion-de-control-del-proyecto-scarab-en-las-instalaciones-de-ingeteam-service-s-a-el-13-de-febrero-de-2019\/\" rel=\"bookmark\">Reuni\u00f3n de control del proyecto SCARAB en las instalaciones de Ingeteam Service S.A. el 13 de febrero de 2019<\/a><\/h4>\t\t\t\t\t\t\t<div class=\"f-line\"><\/div>\n\t\t\t\t\t\t\t<div class=\"post-excerpt\">\n\t\t\t\t\t\t\t\tLa\u00a0secci\u00f3n Air-Ingenium perteneciente al grupo Ingenium, realiz\u00f3 en Albacete el pasado 13 de febrero una reuni\u00f3n entre\u00a0Ingenium Group e Ingeteam Service S.A.\u00a0con el objetivo de analizar la evoluci\u00f3n del proyecto\u00a0SCARAB y futuras l\u00edneas de investigaci\u00f3n.&hellip;\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article id=\"post-83\" class=\"news-item text-center col-md-3 post-83 post type-post status-publish format-standard has-post-thumbnail hentry category-air-ingenium category-icmsem category-news category-scarab-en category-scarab-es tag-australia tag-icmsem tag-ingenium tag-prize tag-uav tag-uclm\">\n\t\t\t\t\t\t\t<div class=\"entry-thumb\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"news-thumb \">\n\t\t\t\t<a href=\"https:\/\/ingenium.uclm.es\/index.php\/2018\/08\/06\/83\/\" title=\"Ingenium research Group has been awarded by the Advancement Prize for Management Science and Engineering Management with the Nominated Prize (2018).\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"405\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2018\/08\/ICMSEM2018a-720x405.jpg\" class=\"attachment-futurio-med size-futurio-med wp-post-image\" alt=\"\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div><!-- .news-thumb -->\n\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\n\t\t\t\t\t\t\t<h4 class=\"entry-title\"><a href=\"https:\/\/ingenium.uclm.es\/index.php\/2018\/08\/06\/83\/\" rel=\"bookmark\">Ingenium research Group has been awarded by the Advancement Prize for Management Science and Engineering Management with the Nominated Prize (2018).<\/a><\/h4>\t\t\t\t\t\t\t<div class=\"f-line\"><\/div>\n\t\t\t\t\t\t\t<div class=\"post-excerpt\">\n\t\t\t\t\t\t\t\tPhotovoltaic energy is one of the most relevant renewable energy due to its fast growth in the last years. The sizes of the solar panels and the solar power plants are also increasing. Therefore, the&hellip;\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article id=\"post-1211\" class=\"news-item text-center col-md-3 post-1211 post type-post status-publish format-standard has-post-thumbnail hentry category-blog category-inicio category-proyectos category-scarab-es tag-ingeteam tag-scarab tag-uav tag-workshop\">\n\t\t\t\t\t\t\t<div class=\"entry-thumb\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"news-thumb \">\n\t\t\t\t<a href=\"https:\/\/ingenium.uclm.es\/index.php\/2018\/07\/11\/workshop-del-proyecto-scarab-en-instalaciones-de-ingenium-research-group-en-ciudad-real-el-12-de-junio-de-2018-2\/\" title=\"Workshop del Proyecto SCARAB en instalaciones de Ingenium Research Group en Ciudad Real el 12 de junio de 2018\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"405\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2018\/07\/workshop-720x405.jpg\" class=\"attachment-futurio-med size-futurio-med wp-post-image\" alt=\"\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div><!-- .news-thumb -->\n\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\n\t\t\t\t\t\t\t<h4 class=\"entry-title\"><a href=\"https:\/\/ingenium.uclm.es\/index.php\/2018\/07\/11\/workshop-del-proyecto-scarab-en-instalaciones-de-ingenium-research-group-en-ciudad-real-el-12-de-junio-de-2018-2\/\" rel=\"bookmark\">Workshop del Proyecto SCARAB en instalaciones de Ingenium Research Group en Ciudad Real el 12 de junio de 2018<\/a><\/h4>\t\t\t\t\t\t\t<div class=\"f-line\"><\/div>\n\t\t\t\t\t\t\t<div class=\"post-excerpt\">\n\t\t\t\t\t\t\t\tWorkshop del Proyecto SCARAB en instalaciones de Ingenium Research Group en Ciudad Real el 12 de junio de 2018 El pasado martes, 12 de junio de 2018, tuvo lugar en la Escuela T\u00e9cnica Superior de&hellip;\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article id=\"post-1148\" class=\"news-item text-center col-md-3 post-1148 post type-post status-publish format-standard has-post-thumbnail hentry category-blog category-inicio category-scarab-es tag-ingeteam tag-proyecto tag-scarab tag-uav\">\n\t\t\t\t\t\t\t<div class=\"entry-thumb\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"news-thumb \">\n\t\t\t\t<a href=\"https:\/\/ingenium.uclm.es\/index.php\/2017\/01\/18\/ingenium-e-ingeteam-trabajan-en-el-nuevo-proyecto-scarab\/\" title=\"Ingenium e Ingeteam trabajan en el nuevo proyecto SCARAB\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"405\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/06\/scarab-cabecera-720x405.jpg\" class=\"attachment-futurio-med size-futurio-med wp-post-image\" alt=\"\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div><!-- .news-thumb -->\n\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\n\t\t\t\t\t\t\t<h4 class=\"entry-title\"><a href=\"https:\/\/ingenium.uclm.es\/index.php\/2017\/01\/18\/ingenium-e-ingeteam-trabajan-en-el-nuevo-proyecto-scarab\/\" rel=\"bookmark\">Ingenium e Ingeteam trabajan en el nuevo proyecto SCARAB<\/a><\/h4>\t\t\t\t\t\t\t<div class=\"f-line\"><\/div>\n\t\t\t\t\t\t\t<div class=\"post-excerpt\">\n\t\t\t\t\t\t\t\tEl objetivo principal del proyecto SCARAB es desarrollar un sistema de soporte a la operaci\u00f3n y el mantenimiento de plantas fotovoltaicas compuesto por los siguientes sub-sistemas: \u00a0Veh\u00edculo a\u00e9reo no tripulado (UAV o dron) adaptado para&hellip;\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-20d1d57 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"20d1d57\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-382640e elementor-invisible\" data-id=\"382640e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;zoomIn&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-11b4aec elementor-section-content-middle elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"11b4aec\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bec8466\" data-id=\"bec8466\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6437679 text-center elementor-widget elementor-widget-advanced-text-block\" data-id=\"6437679\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"advanced-text-block.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"futurio_extra_adv_text_block \" ><div class=\"text-content-block\"><h3>Premio Wendy Hall<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a388c25 elementor-widget elementor-widget-image\" data-id=\"a388c25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.uclm.es\/global\/promotores\/organos-de-gobierno\/secretaria-general\/premios\/web-wendy_2\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2020\/01\/Wendy_Hall_2019-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-2044\" alt=\"\" srcset=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2020\/01\/Wendy_Hall_2019-150x150.png 150w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2020\/01\/Wendy_Hall_2019-300x300.png 300w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2020\/01\/Wendy_Hall_2019.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-aef4788\" data-id=\"aef4788\" data-element_type=\"column\" 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class=\"futurio_extra_adv_text_block \" ><div class=\"text-content-block\"><p>Copyright \u00a9 2019 INGENIUM GROUP.All rights reserved.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-68f05c4\" data-id=\"68f05c4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-685841f text-center elementor-widget elementor-widget-advanced-text-block\" data-id=\"685841f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"advanced-text-block.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"futurio_extra_adv_text_block \" ><div class=\"text-content-block\"><p>A bonis ad meliora<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0dd95a elementor-widget elementor-widget-image\" data-id=\"d0dd95a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"112\" src=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/Logodefinitivo2-300x112.png\" class=\"attachment-medium size-medium wp-image-1285\" alt=\"\" srcset=\"https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/Logodefinitivo2-300x112.png 300w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/Logodefinitivo2-768x288.png 768w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/Logodefinitivo2-1024x384.png 1024w, https:\/\/ingenium.uclm.es\/wp-content\/uploads\/2019\/05\/Logodefinitivo2.png 1443w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>SCARAB \u00abThe objective of this R&amp;D project, financed by the Ministry of Economy and Competitiveness within the framework of the State Plan for Scientific and Technical Research and Innovation 2013-2016, is the development of an intelligent tool based on monitoring systems embedded in UAVs for the optimization of the operation and maintenance of solar photovoltaic&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-952","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/pages\/952","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/comments?post=952"}],"version-history":[{"count":23,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/pages\/952\/revisions"}],"predecessor-version":[{"id":2066,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/pages\/952\/revisions\/2066"}],"wp:attachment":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/media?parent=952"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}