1. A Wolf Pack Algorithm for Active and Reactive Power Coordinated Optimization in Active Distribution Network
- Author
-
H M Zhuang and X J Jiang
- Subjects
Engineering ,Distribution networks ,business.industry ,020209 energy ,020208 electrical & electronic engineering ,Control variable ,Swarm behaviour ,02 engineering and technology ,AC power ,Energy storage ,Nonlinear programming ,law.invention ,Capacitor ,Robustness (computer science) ,law ,0202 electrical engineering, electronic engineering, information engineering ,business ,Algorithm - Abstract
This paper presents an active and reactive power dynamic optimization model for active distribution network (ADN), whose control variables include the output of distributed generations (DGs), charge or discharge power of energy storage system (ESS) and reactive power from capacitor banks. To solve the high-dimension nonlinear optimization model, a new heuristic swarm intelligent method, namely wolf pack algorithm (WPA) with better global convergence and computational robustness, is adapted so that the network loss minimization can be achieved. In this paper, the IEEE33-bus system is used to show the effectiveness of WPA technique compared with other techniques. Numerical tests on the modified IEEE 33-bus system show that WPA for active and reactive multi-period optimization of ADN is exact and effective.
- Published
- 2016