Title :
Operation efficiency optimisation modelling and application of model predictive control
Author :
Xiaohua Xia ; Jiangfeng Zhang
Author_Institution :
Dept. of Electr., Electron. & Comput. Eng., Univ. of Pretoria, Pretoria, South Africa
Abstract :
The efficiency of any energy system can be characterised by the relevant efficiency components in terms of performance, operation, equipment and technology (POET). The overall energy efficiency of the system can be optimised by studying the POET energy efficiency components. For an existing energy system, the improvement of operation efficiency will usually be a quick win for energy efficiency. Therefore, operation efficiency improvement will be the main purpose of this paper. General procedures to establish operation efficiency optimisation models are presented. Model predictive control, a popular technique in modern control theory, is applied to solve the obtained energy models. From the case studies in water pumping systems, model predictive control will have a prosperous application in more energy efficiency problems.
Keywords :
energy conservation; industrial plants; maintenance engineering; mineral processing; predictive control; pumps; POET energy efficiency components; energy system efficiency; mineral processing; model predictive control application; operation efficiency improvement; operation efficiency optimisation modelling; performance-operation-equipment technology; plant maintenance; water pumping systems; Belts; Minerals; Optimization; Predictive control; Reservoirs; Switches; Model predictive control (MPC); energy efficiency; operation efficiency;
Journal_Title :
Automatica Sinica, IEEE/CAA Journal of
DOI :
10.1109/JAS.2015.7081656