Litcius/Paper detail

Gain scheduling model predictive controller design for tankless gas water heaters with time-varying delay

André Quintã, Ismael Ehtiwesh, Nélson Martins, Jorge Ferreira

2022Applied Thermal Engineering15 citationsDOIOpen Access PDF

Abstract

One of the most significant drawbacks of tankless gas water heaters is the difficulty of controlling the outlet hot water temperature as changes in water demand cannot be predicted. These sudden changes in hot water flow rate, are associated with the system inhered delays, and are responsible for temperature overshoots and undershoots that severely affect the comfort perception of the user. In the present work, a linear model predictive controller (MPC) design is employed for the stabilization of a constrained nonlinear thermal process with time-varying delay, however, control performance degrades significantly when operating far from the linearization operating point. The idea is to design multiple linear MPC controllers, each with its linear state-space model and constant time delay, describing process dynamics at a specific level of operation. Gain scheduling MPC presents improved performance when compared with classic PID and combined feedforward-feedback controllers, reducing the settling time up to two thirds.

Topics & Concepts

Control theory (sociology)Model predictive controlLinearizationSettling timePID controllerFeed forwardGain schedulingOperating pointNonlinear systemSmith predictorEngineeringThermalScheduling (production processes)Temperature controlControl engineeringComputer scienceControl systemStep responseControl (management)Operations managementPhysicsArtificial intelligenceMeteorologyElectrical engineeringQuantum mechanicsAdvanced Control Systems OptimizationProcess Optimization and IntegrationBuilding Energy and Comfort Optimization