Evolutionary multi-objective optimisation with preferences for multivariable PI controller tuning

作者:

Highlights:

• We present an evolutionary multiobjective optimisation approach for PI controller tuning.

• This approach incorporates designer’s preferences into the optimisation process.

• The methodology is evaluated in a multivariable process.

• It is possible to improve pertinency of the approximated Pareto front.

摘要

•We present an evolutionary multiobjective optimisation approach for PI controller tuning.•This approach incorporates designer’s preferences into the optimisation process.•The methodology is evaluated in a multivariable process.•It is possible to improve pertinency of the approximated Pareto front.

论文关键词:Multi-objective optimisation,Controller tuning,PI tuning,Evolutionary multi-objective optimisation,Preference handling,Many-objective optimisation

论文评审过程:Received 17 December 2014, Revised 28 November 2015, Accepted 29 November 2015, Available online 29 December 2015, Version of Record 22 January 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.11.028