Litcius/Paper detail

Self-Healing Control for Wastewater Treatment Process Based on Variable-Gain State Observer

Peihao Du, Weimin Zhong, Xin Peng, Linlin Li, Zhi Li

2023IEEE Transactions on Industrial Informatics53 citationsDOI

Abstract

This article proposes a variable-gain state observer-based sliding mode self-healing control (VSO-based SMSHC) method for a wastewater treatment process (WWTP) with changeable external disturbances and sensor failures. To reconstruct the disturbances and unmeasured system states, a novel VSO is developed, in which the VSO gains are adjusted by following an automatic variable-gain mechanism for adapting to the variation of external disturbances. An adaptive compensation coefficient of failure factor is designed to counteract the failure effects on observation and tracking performance. By utilizing the cubic absolute-value Lyapunov stability criterion, it is shown that system stability and tracking performance of WWTP are guaranteed. Experimental studies are carried out on a standardized platform of WWTP, and the results on dissolved oxygen and nitrate nitrogen regulation indicate that the proposed control strategy can ensure excellent control performance and reduce both failure and disturbance impacts.

Topics & Concepts

Control theory (sociology)Observer (physics)State observerProcess controlControl engineeringStability (learning theory)EngineeringControl systemProcess (computing)Computer scienceControl (management)Nonlinear systemArtificial intelligenceElectrical engineeringMachine learningPhysicsOperating systemQuantum mechanicsAdvanced Control Systems OptimizationFault Detection and Control SystemsAdaptive Control of Nonlinear Systems