Design, implementation and evaluation of an expert system for operating regime detection in industrial gas turbine

作者：

Highlights：

• Designing an expert system to identify the operating regimes of a gas turbine.

• Designing rules using a small number of sensors and parameters.

• Designing rules with a low order of complexity for optimal hardware implementation.

• Ability to use the algorithm for both offline and online scenarios.

• High flexibility in implementing the expert rules on a variety of turbines.

摘要

•Designing an expert system to identify the operating regimes of a gas turbine.•Designing rules using a small number of sensors and parameters.•Designing rules with a low order of complexity for optimal hardware implementation.•Ability to use the algorithm for both offline and online scenarios.•High flexibility in implementing the expert rules on a variety of turbines.

论文关键词：Gas turbine,Operating regime,Expert system,Condition monitoring,Expert rules extraction

论文评审过程：Received 1 February 2022, Revised 1 April 2022, Accepted 25 April 2022, Available online 28 April 2022, Version of Record 19 May 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117332