Planning for PV plant performance monitoring by means of unmanned aerial systems (UAS)
Abstract
Abstract
The sustainable use of renewables will represent a key challenge in the near future, and relative energy management operations will play a crucial role in energy efficiency and savings for future generations. The operation and maintenance of energy systems are a very high valuable activity to prevent energy losses, and a correct monitoring can detect in advance equipment degradation guaranteeing good performance over time. Present research strives to find out possibility of unmanned aerial vehicle (UAV) use in monitoring applications for energy production sites and to investigate effects of this novel method on energy management procedures. Furthermore, investigation about novel approaches in cooperative inspection of real photovoltaic (PV) plants was carried out by light UAVs and utilize the global positioning system to find out the optimum route mapping during the solar PV modules monitoring. The purpose of this work is to propose a reliable, fast and cost effective method for PV plant planning and monitoring by means of UAS technology.
Keywords
- Unmanned aerial vehicle (UAV),
- Photovoltaic (PV) module,
- Thermal imaging,
- Operation and maintenance (O&M),
- Energy management
References
- Sullivan et al. (2010) Pacific Northwest National Laboratory (PNNL) https://doi.org/10.2172/1034595
- Trancossi, M.: Testing performance, weathering and aging of photovoltaic modules. In: ASME 2011 5th International Conference on Energy Sustainability, 2011, pp. 1375–1382
- Nonami (2007) Prospect and recent research and development for civil use autonomous unmanned aircraft as UAV and MAV (pp. 120-128)
- Antonio, P., Grimaccia,F., Mussetta, M.: Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications. Remote Sensing (ISSN 2072-4292), 2012, 4, pp. 1146–1161
- Trost, L.C.: Unmanned air vehicles (UAVs) for cooperative monitoring: Sandia National Laboratories, 2000
- Ozuncer et al. (2011) Development of a safety assessment methodology for the risk of collision of an unmanned aircraft system with the ground (pp. 11-25)
- Hausamann, D., Zirnig, W., Schreier, G.: Monitoring of gas transmission pipelines—a customer driven civil UAV application. In: ODAS Conference, 2003
- Sampedro, C., Martinez, C., Chauhan, A., Campoy, P.: A supervised approach to electric tower detection and classification for power line inspection. In: 2014 International Joint Conference on Neural Networks (IJCNN), pp. 1970–1977. 6–11 July 2014
- Montambault, S., Pouliot, N.: The HQ LineROVer: contributing to innovation in transmission line maintenance. In: 2003 IEEE 10th International Conference on Transmission and Distribution Construction, Operation and Live-Line Maintenance, 2003, IEEE ESMO, pp. 33–40
- Neri, M., Campi, A., Suffritti, R., Grimaccia, F., Sinogas, P., Guye, O., Papin, C., Michalareas, T., Gazdag, L., Rakkolainen, T.: UAV-based capturing of HD/3D content with WSN augmentation for immersive media experiences. In: IEEE International Conference on Multimedia and Expo, pp. 1–6 (2011)
- Grimaccia, F., Bellezza Quarter, P.: Hybrid UAS for HD-3D multimedia system for entertainment purposes. In: Proceedings of AUVSI Unmanned Systems North America, 2011, ISBN: 978-1-61839-348-7, pp. 90–94
- Bellezza Quater et al. (2014) Light unmanned aerial vehicles (UAVs) for cooperative inspection of PV plants 4(4) (pp. 1107-1113) https://doi.org/10.1109/JPHOTOV.2014.2323714
- Eisenbeiss, H.: A mini unmanned aerial vehicle (UAV): system overview and image acquisition. International Archives of Photogrammetry. Remote Sensing and Spatial Information Sciences, vol. 36, 2004
- Dalamagkidis et al. (2008) On unmanned aircraft systems issues, challenges and operational restrictions preventing integration into the National Airspace System 44(7–8) (pp. 503-519) https://doi.org/10.1016/j.paerosci.2008.08.001
- ENAC- Remotely Piloted Aerial Vehicles Regulation, Edition No. 1, 16.12.2013
- Dolara et al. (2013) Experimental investigation of partial shading scenarios on PV (photovoltaic) modules (pp. 466-475) https://doi.org/10.1016/j.energy.2013.04.009
- Dolara et al. (2014) Investigation on performance decay on photovoltaic modules: snail trails and cell microcracks 4(5) (pp. 1204-1211) https://doi.org/10.1109/JPHOTOV.2014.2330495
- Strnadel, J., Gvritishvili, R., Vanek, J.: Comparison between visual and thermovision inspection of PV field. In: 28th European Photovoltaic Solar Energy Conference and Exhibition, 2013
- Vanek, J., Strnadel, J., Gvritishvili, R.: Influence of snail tracks phenomenon on photovoltaic modules operation. In: 28th European Photovoltaic Solar Energy Conference and Exhibition, 2013
10.1007/s40095-014-0149-6