Journal Article

Reliability Testing of Wind Power Plant Devices with the Use of an Intelligent Diagnostic System

Paś, Jacek, Stawowy, Marek, Hapka, Aneta, Ostrowski, Arkadiusz, Duer, Radosław, Woźniak, Marek, Duer, Stanislaw

2022

Overview

This paper introduces the issue of reliability simulation studies of wind farm equipment in the process of an operation. By the improvement, retrofitting and insertion of new (optimal) solutions to change the quality and terms of the use of wind farm equipment, an evaluation of their impact on reliability under real conditions can be carried out over a long period of time. Over a brief period, testing the reliability of a technical facility is only possible in a simulation. The aspect of evaluating the reliability of wind farm equipment after the application of intelligent systems, including the Wind Power Plant Expert System (WPPES), can be tested in the manner of a simulation. It was accepted in this article that the operation of the wind farm equipment is detailed based on Markov processes. The results of such research activities are the development of reliable and appropriate strategies and an exploitation policy of PE facilities. The above-mentioned issues in such a comprehensive approach have not been fully presented in the literature. The process of exploitation of complex technical objects such as PE devices is a complex random technical and technological process.

• Publisher: MDPI AG
• Subject: Buildings and facilities / Design / Evaluation / expert system / Farm machinery / intelligent systems / Markov processes / Neural networks / Power plants / reliability / Reliability (Engineering) / servicing process / Simulation / simulation testing / Wind farms / Wind power