Title :
Trajectory optimization for voltage control via receding horizon control and mixed-integer programming
Author :
Shen, Gang ; Ajjarapu, Venkataramana
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA
Abstract :
Voltage instability can be mitigated or avoided by coordination of appropriate control resources. In addition, to meet the power quality requirements, it is desirable to find the whole minimal-cost trajectory using available controls without violating any constraints. This is the trajectory optimization problem and intrinsically hard to solve in power systems because of the interactions between continuous dynamics and discrete or continuous controls. The hard constraints also add to the complexities. In this paper, the trajectory optimization problem is formulated as a mixed-integer quadratic programming (MIQP) problem which can reduce the computation burden. Due to the open-loop characteristics, this formulation will be subject to uncertainty and the system may not evolve as expected. However, the proposed framework embeds the MIQP formulations into receding horizon control (RHC) to compensate for uncertainties such as model error, disturbances, and noise. As a result, reasonable computation speed and improved accuracy are obtained.
Keywords :
integer programming; open loop systems; power supply quality; power system control; quadratic programming; voltage control; minimal-cost trajectory; mixed-integer programming; open-loop characteristics; power quality requirements; receding horizon control; trajectory optimization; voltage control; voltage instability; Control systems; Open loop systems; Optimal control; Power system dynamics; Power system planning; Predictive control; Quadratic programming; Uncertainty; Voltage control; Voltage fluctuations; Voltage instability; mixed-integer quadratic programming; receding horizon control; trajectory optimization;
Conference_Titel :
Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE
Conference_Location :
Pittsburgh, PA
Print_ISBN :
978-1-4244-1905-0
Electronic_ISBN :
1932-5517
DOI :
10.1109/PES.2008.4596895