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A monitoring system for online fault detection in multiple photovoltaic arrays
•Implementation of a PV I-V tracer permitting to take the entire I-V characteristic.•Analyzing multiple photovoltaic (PV) array configurations under partial shading and faulty PV conditions.•Parallel and TCT are best for shading mitigation whereas series parallel is the poorest. In this paper, a low...
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Published in: | Renewable energy focus 2022-06, Vol.41, p.160-178 |
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Main Author: | |
Format: | Article |
Language: | English |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •Implementation of a PV I-V tracer permitting to take the entire I-V characteristic.•Analyzing multiple photovoltaic (PV) array configurations under partial shading and faulty PV conditions.•Parallel and TCT are best for shading mitigation whereas series parallel is the poorest.
In this paper, a low-cost comprehensive Zigbee-based wireless monitoring system with fault detection technique is developed for online monitoring of a multiple photovoltaic (PV) array configurations. Different electrical parametric attributes were utilized to investigate the susceptibility of various commonly used PV array topologies to partial shade and electrical faults. A prediction model is used to compute a number of attributes for a given set of operating conditions - solar irradiance and PV module temperature. The predicted qualities are then compared to the ones acquired from field measurements, resulting in the identification of potentially defective operating conditions. In addition, a user-friendly web application is being built for quick Internet access to monitored data. The suggested approach is meant to have minimal processing needs and hence, a single microcontroller is employed for data transfer and fault detection. The proposed technique has been tested experimentally. The properties are shown to be significantly dependent on the shading/faults in the arrays and varied for various topologies, and may be utilized to detect/predict faults. Also, it has been shown that at varied shading levels the parallel topology produced higher power. However, with 90% system failure, all the topologies produced almost identical power. |
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ISSN: | 1755-0084 1878-0229 |
DOI: | 10.1016/j.ref.2022.03.001 |