{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,27]],"date-time":"2026-08-27T08:06:30Z","timestamp":1787817990620,"version":"build-2784847793"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000780","name":"SOLAR-ERA.NET through the European Commission Within the European Union (EU) Framework Program for Research and Innovation (HORIZON 2020) through European Research Area Network (ERA-NET) Action","doi-asserted-by":"publisher","award":["691664"],"award-info":[{"award-number":["691664"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy\u2019s Office of Energy Efficiency and Renewable Energy","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ROM-PV Project under the Umbrella of SOLAR-ERA.NET"},{"name":"General Secretariat for Research and Technology, the Ministry of Economy, Industry and Competitiveness-State Research Agency (MINECO-AEI) and the Research and Innovation Foundation (RIF) of Cyprus"},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy\u2019s Office of EERE under the Solar Energy Technologies Office","doi-asserted-by":"publisher","award":["38267"],"award-info":[{"award-number":["38267"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3168140","type":"journal-article","created":{"date-parts":[[2022,4,18]],"date-time":"2022-04-18T20:13:24Z","timestamp":1650312804000},"page":"42481-42496","source":"Crossref","is-referenced-by-count":52,"title":["Operation and Maintenance Decision Support System for Photovoltaic Systems"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3732-9171","authenticated-orcid":false,"given":"Andreas","family":"Livera","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7265-4922","authenticated-orcid":false,"given":"Marios","family":"Theristis","sequence":"additional","affiliation":[{"name":"Sandia National Laboratories, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7986-7560","authenticated-orcid":false,"given":"Leonardo","family":"Micheli","sequence":"additional","affiliation":[{"name":"Advances in Photovoltaic Technology (AdPVTech), CEACTEMA, University of Ja&#x00E9;n, Ja&#x00E9;n, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eduardo F.","family":"Fernandez","sequence":"additional","affiliation":[{"name":"Advances in Photovoltaic Technology (AdPVTech), CEACTEMA, University of Ja&#x00E9;n, Ja&#x00E9;n, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9422-1976","authenticated-orcid":false,"given":"Joshua S.","family":"Stein","sequence":"additional","affiliation":[{"name":"Sandia National Laboratories, Albuquerque, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5872-5851","authenticated-orcid":false,"given":"George E.","family":"Georghiou","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"100% Renewable Europe How to Make Europe\u2019s Energy System Climate-Neutral Before 2050","year":"2020"},{"key":"ref2","volume-title":"Operation & Maintenance Best Practice Guidelines\/Version 4.0","year":"2019"},{"key":"ref3","volume-title":"The Increasing Role of Digital in the Solar PV O&M Space","year":"2021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2020.2994531"},{"key":"ref5","volume-title":"The Four Types of Solar Analytics by Power Factors","author":"Voss","year":"2022"},{"key":"ref6","volume-title":"Solar Asset Optimization, Industry Benchmark Study","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.83730"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2019.08.019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2019.2943706"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2021.08.081"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC.2012.6229521"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2020.3043104"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2020.119018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.11648\/j.sjee.20170502.11"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2015.05.056"},{"key":"ref16","article-title":"Quantification of technical risks in PV power systems 2021","author":"Herz","year":"2021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/pip.2857"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2018.09.101"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC43889.2021.9518796"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC.2018.8548161"},{"key":"ref21","first-page":"2358","article-title":"Advanced failure detection algorithms and performance decision classification for grid-connected PV systems","volume-title":"Proc. 33rd Eur. Photovolt. Sol. Energy Conf. Exhib. (EU PVSEC)","author":"Livera"},{"key":"ref22","first-page":"1548","article-title":"Advanced diagnostic approach of failures for grid-connected photovoltaic (PV) systems","volume-title":"Proc. 35th Eur. Photovolt. Sol. Energy Conf. (EU PVSEC)","author":"Livera"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2017.07.043"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC.2018.8547454"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.04.060"},{"key":"ref26","volume-title":"Transforming PV O&M With Advanced Analytics\u2014A SunSniffer White Paper","year":"2020"},{"key":"ref27","volume-title":"Ensight\u2122 Advanced Analytics for Solar & Wind Product Brief","year":"2018"},{"key":"ref28","first-page":"1378","article-title":"V4.0: Combining asset management, PV measurement data and the cost priority number method in a digital infrastructure for PV plant O&M","volume-title":"Proc. 37th Eur. Photovolt. Sol. Energy Conf. (EU PVSEC)","author":"Louwen"},{"key":"ref29","first-page":"1613","article-title":"Optimization of the cost priority number (CPN) methodology to the needs of a large O&M operator","volume-title":"Proc. 36th Eur. Photovolt. Sol. Energy Conf. (EU PVSEC)","author":"Hernandez"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/pip.3349"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/solar2010006"},{"key":"ref32","first-page":"1272","article-title":"Performance analysis of mechanistic and machine learning models for photovoltaic energy yield prediction","volume-title":"Proc. 36th Eur. Photovolt. Sol. Energy Conf. (EU PVSEC)","author":"Livera"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/pip.1182"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/pip.1218"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2017.08.102"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/pip.3280"},{"key":"ref37","first-page":"1","article-title":"RdTools: An open source Python library for PV degradation analysis degradation rate","author":"Deceglie","year":"2018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2017.2779779"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2017.2784682"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC.2005.1488451"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/pip.3578"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1983.10487848"},{"issue":"1","key":"ref43","first-page":"3","article-title":"STL: A seasonal-trend decomposition procedure based on loess","volume":"6","author":"Robert","year":"1990","journal-title":"J. Off. Stat."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2021.3112037"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2020.2992432"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2019.08.072"},{"key":"ref47","volume-title":"Photovoltaic System Performance\u2014Part 1: Monitoring","year":"2017"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-809921-6.00017-3"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.5067\/q9qmy5pbnv1t"},{"key":"ref50","article-title":"PV-RPM demonstration model user\u2019s guide","author":"Miller","year":"2011"},{"key":"ref51","volume-title":"PV-Reliability Performance Model\u2014System Advisor Model","year":"2021"},{"key":"ref52","article-title":"Cost and performance trends in grid-connected photovoltaic systems and case studies","author":"Clavadetscher","year":"2007"},{"key":"ref53","article-title":"Analytical monitoring of grid-connected photovoltaic systems: Good practice for monitoring and performance analysis","author":"Woyte","year":"2014"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2017.04.043"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2018.05.008"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/s20174688"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CPE.2018.8372537"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2017.05.024"},{"key":"ref59","article-title":"Assessment of performance loss rate of PV power systems","author":"French","year":"2021"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1002\/pip.3397"},{"key":"ref61","volume-title":"PV_Soiling: Code for Extracting Soiling Loss From PV Plant Data","year":"2018"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC45281.2020.9300388"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1002\/pip.2860"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC.2016.7749992"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC40753.2019.8981183"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2008.12.009"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1002\/pip.3456"},{"key":"ref68","volume-title":"Auctions for the Support of Renewable Energy in Argentina: Main Results and Lessons Learned","author":"Anatolitis","year":"2019"},{"issue":"10","key":"ref69","first-page":"3005","article-title":"PV energy production over Greece: Comparison of predicted and measured data of medium-scale photovoltaic parks","volume":"2","author":"Vokas","year":"2013","journal-title":"Int. J. Eng. Res. Technol."},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.2172\/1659995"},{"key":"ref71","article-title":"Operation & maintenance costs of photovoltaic power plants: A Swiss benchmark and outlook","author":"Maier","year":"2014"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2014.07.155"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.2172\/1764908"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6287639\/9668973\/9758804-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09758804.pdf?arnumber=9758804","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:26:14Z","timestamp":1705958774000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9758804\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":73,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3168140","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}