Optimal hoist scheduling of a deep level mine twin rock winder system for demand side management

被引:26
作者
Badenhorst, Werner [1 ]
Zhang, Jiangfeng [1 ]
Xia, Xiaohua [1 ]
机构
[1] Univ Pretoria, Dept Elect Elect & Comp Engn, Ctr New Energy Syst, ZA-0002 Pretoria, South Africa
关键词
Load scheduling; Demand side management; Mixed integer linear programming; Model predictive control; MODEL-PREDICTIVE CONTROL; OPTIMIZATION;
D O I
10.1016/j.epsr.2010.12.011
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a near optimal hoist scheduling and control program for rock winders found in South African deep level mines in the context of demand side management and time-of-use (TOU) tariffs. The objective is to achieve a set hoist target at minimum energy cost within various system constraints. The development of a discrete dynamic and constrained mixed integer linear programming model for a twin rock winder system is presented on which a half-hourly model predictive control (MPC) algorithm containing an adapted branch and bound methodology is applied for near optimal scheduling. Simulation results illustrate the effectiveness of the control program by minimising the energy costs through scheduling according to the TOU tariff and controlling output and ore levels within their boundaries even in the case of significant random delays in the system. Scheduling according to the TOU tariff shows a possible 30.8% reduction in energy cost while approximately 6h of delays in the system resulted in a mere 14% increase in energy cost. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1088 / 1095
页数:8
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