ALGORITHMS FOR COMPREHENSIVE DIAGNOSTICS OF ELECTRICAL EQUIPMENT BASED ON SYSTEMATIC ANALYSIS.
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Keywords: electrical equipment, systematic analysis, diagnostics algorithms, fault prediction, signal processing##article.abstract##
Abstract. Ensuring the reliable operation of electrical equipment is paramount for industrial and commercial facilities. This paper presents a systematic analysis approach to develop algorithms for comprehensive diagnostics of electrical machinery and systems. The proposed solution integrates signal processing, multi-criteria evaluation, and advanced data analytics to effectively identify, isolate, and interpret potential failures. By employing real-time monitoring and fault-prediction techniques, the algorithms provide early-warning indicators for maintenance planning and system upgrades. Experimental results suggest that the proposed approach can enhance both the accuracy and speed of fault diagnosis, thereby reducing downt ime and associated operational costs.