Title :
MPC-Based Frequency Control With Demand-Side Participation: A Case Study in an Isolated Wind-Aluminum Power System
Author :
Hao Jiang ; Jin Lin ; Yonghua Song ; Hill, David J.
Author_Institution :
Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
Abstract :
Aluminum production relies on the smelting process which consumes huge amounts of electrical energy. One possible solution to reduce the fossil fuel consumption by aluminum production is the integration of wind power. Based on this background, this paper studies an isolated power system for aluminum smelting production with a high penetration of wind power. A dynamic model of the aluminum smelter load (ASL) is introduced in this paper using the field experiment data. Based on this model, the dynamic model of the isolated system considering demand side participation is proposed. The MPC-based frequency controller is proposed to keep the frequency deviation within a proper range ( ±0.1 Hz) under wind power fluctuation as well as to recover the system frequency after a large disturbance (such as one generator trip). Finally, simulation results demonstrate the effectiveness of the proposed MPC based frequency controller.
Keywords :
aluminium manufacture; demand side management; frequency control; predictive control; smelting; wind power plants; ASL; MPC-based frequency control; aluminum production; aluminum smelter load; aluminum smelting production; demand-side participation; electrical energy; fossil fuel consumption; frequency deviation; isolated wind-aluminum power system; model predictive control; wind power fluctuation; wind power integration; wind power penetration; Aluminum; Frequency control; Load modeling; Predictive control; Wind power generation; Aluminum smelter loads (ASLs); frequency control; isolated power system; model predictive control (MPC); wind power;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2014.2375918