Advanced Asset Management Tools in Photovoltaic Plant Monitoring: UAV-Based Digital Mapping

被引:21
|
作者
Niccolai, Alessandro [1 ]
Grimaccia, Francesco [1 ]
Leva, Sonia [1 ]
机构
[1] Politecn Milan, Dipartimento Energia, Via Lambruschini 4, I-20156 Milan, Italy
关键词
photovoltaic monitoring; PV defect diagnosis; Unmanned Aerial Vehicles; image-processing; digital map; PV plant digitalization; PERFORMANCE; SYSTEM;
D O I
10.3390/en12244736
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Photovoltaic (PV) plant monitoring and maintenance has become an often critical activity: the high efficiency requirements of the new European policy have often been in contrast with the many low-quality plants installed in several countries over the past few years. In actual industrial practices, heterogeneous information is produced, and they are often managed in a fragmented way. Several software tools have been developed for obtaining reliable and valuable information from the PV plant's raw data. With the aim of gathering and managing all these data in a more complex and integrated manner, an information managing system is proposed in this work-it is composed of a structured database, called the Photovoltaic Indexed Database, and a user interface, called the Digital Map, that allows for easy access and completion of the information present in the database. This information managment system and PV plant digitalization process is able to analyze and properly index the IR in the database, as well as the visual images obtained in photovoltaic plant monitoring.
引用
下载
收藏
页数:14
相关论文
共 50 条
  • [21] ACCURACY ASSESSMENT OF A UAV-BASED LANDSLIDE MONITORING SYSTEM
    Peppa, M. V.
    Mills, J. P.
    Moore, P.
    Miller, P. E.
    Chambers, J. E.
    XXIII ISPRS Congress, Commission V, 2016, 41 (B5): : 895 - 902
  • [22] UAV-based hyperspectral monitoring of small freshwater area
    Polonen, I
    Puupponen, H-H
    Honkavaara, E.
    Lindfors, A.
    Saari, H.
    Markelin, L.
    Hakala, T.
    Nurminen, K.
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XVI, 2014, 9239
  • [23] UAV-Based Forest Health Monitoring: A Systematic Review
    Ecke, Simon
    Dempewolf, Jan
    Frey, Julian
    Schwaller, Andreas
    Endres, Ewald
    Klemmt, Hans-Joachim
    Tiede, Dirk
    Seifert, Thomas
    REMOTE SENSING, 2022, 14 (13)
  • [24] UAV-Based Monitoring and AFM Analysis of Airborne Pollutants
    Sprincean, Veaceslav
    Paladi, Adrian
    Andruh, Vasili
    Chirita, Arcadi
    Paladi, Florentin
    2022 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AEROSPACE (IEEE METROAEROSPACE 2022), 2022, : 1 - 6
  • [25] UAV-based Multi-spectral Environmental Monitoring
    Arnold, Thomas
    De Biasio, Martin
    Fritz, Andreas
    Frank, Albert
    Leitner, Raimund
    AIRBORNE INTELLIGENCE, SURVEILLANCE, RECONNAISSANCE (ISR) SYSTEMS AND APPLICATIONS IX, 2012, 8360
  • [26] UAV-based Measurement of Vegetation Indices for Environmental Monitoring
    De Biasio, Thomas Arnold Martin
    Fritz, Andreas
    Leitner, Raimund
    2013 SEVENTH INTERNATIONAL CONFERENCE ON SENSING TECHNOLOGY (ICST), 2013, : 704 - 707
  • [27] Multiple Radio Transmitter Localization via UAV-Based Mapping
    Li, Zhuyin
    Giorgetti, Andrea
    Kandeepan, Sithamparanathan
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (09) : 8811 - 8822
  • [28] GEOMORPHOLOGICAL MAPPING WITH TERRESTRIAL LASER SCANNING AND UAV-BASED IMAGING
    Tilly, N.
    Kelterbaum, D.
    Zeese, R.
    XXIII ISPRS CONGRESS, COMMISSION V, 2016, 41 (B5): : 591 - 597
  • [29] MULTI-SENSOR INTEGRATION ONBOARD A UAV-BASED MOBILE MAPPING SYSTEM FOR AGRICULTURAL MANAGEMENT
    Elbahnasawy, Magdy
    Shamseldin, Tamer
    Ravi, Radhika
    Zhou, Tian
    Lin, Yun-Jou
    Masjedi, Ali
    Flatt, Evan
    Crawford, Melba
    Habib, Ayman
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 3412 - 3415
  • [30] UAV-Based Stereo Vision for Rapid Aerial Terrain Mapping
    Stefanik, Kevin V.
    Gassaway, Jason C.
    Kochersberger, Kevin
    Abbott, A. Lynn
    GISCIENCE & REMOTE SENSING, 2011, 48 (01) : 24 - 49