WEDD-RST: An interpretive approach to detecting defects in photovoltaic panels in cyber-physical systems
Innovative Technologies and Scientific Solutions for Industries, No. 2(36), pp. 153-172
Editorial summary
WEDD-RST builds if–then defect-detection rules from continuous sensor readings. It combines data discretisation with rough-set theory, separating rules supported by consistent records from probabilistic rules. Each rule carries a confidence value. Evaluation uses a simulated solar fire-hazard dataset and standard benchmarks.
Bibliographic reference
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Pavlo Radiuk, Anatoliy Sachenko, Oleksandr Melnychenko, Ruslan Brukhanskyi, Antonina Kashtalian. "WEDD-RST: An interpretive approach to detecting defects in photovoltaic panels in cyber-physical systems". Innovative Technologies and Scientific Solutions for Industries, No. 2(36), pp. 153-172, 2026. https://doi.org/10.30837/2522-9818.2026.2.153
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