Object-oriented approach applied to ANFIS modeling and control of a distillation column

作者：

Highlights：

• We develop an indirect control scheme based on neurofuzzy approach.

• We use the ANFIS paradigm to modelling and control under the MODELICA environment.

• The MODELICA approach provides simplicity and flexibility during the controller design process.

• We highlight the application to dual composition control of a distillation column.

• The ANFIS control entails a step ahead as compared with conventional control.

摘要

•We develop an indirect control scheme based on neurofuzzy approach.•We use the ANFIS paradigm to modelling and control under the MODELICA environment.•The MODELICA approach provides simplicity and flexibility during the controller design process.•We highlight the application to dual composition control of a distillation column.•The ANFIS control entails a step ahead as compared with conventional control.

论文关键词：ANFIS modeling,ANFIS indirect control,Levenberg–Marquardt adaptation,Object-oriented approach,MODELICA environment,Binary distillation column

论文评审过程：Available online 19 April 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.04.012