Abstract
This paper proposes an application of Differential Evolution algorithm to power system reactive power planning with wind farms integration. The SVC device is used to minimize the real power losses and to improve the voltage profile during various operation scenarios disturbed by wind power variations. The model is also formulated as a constrained optimization problem, where the constraint is to let the voltage of connection point of the wind farms into the grid close to 1 p.u., which is formulated as a penalty function into the objective function. The reactive power optimization is tested in a modified version of the IEEE 30 bus test system for 6 scenarios of different wind speed levels based on Monte-Carlo simulations with satisfactory results.
| Original language | English |
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| Title of host publication | 2012 IEEE Innovative Smart Grid Technologies - Asia, ISGT Asia 2012 |
| DOIs | |
| Publication status | Published - 12 Nov 2012 |
| Event | 2012 IEEE Innovative Smart Grid Technologies - Asia, ISGT Asia - Tianjin, China Duration: 21 May 2012 → 24 May 2012 |
Conference
| Conference | 2012 IEEE Innovative Smart Grid Technologies - Asia, ISGT Asia |
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| Country/Territory | China |
| City | Tianjin |
| Period | 21/05/12 → 24/05/12 |
Keywords
- Differential Evolution
- Monte-Carlo simulation
- optimal reactive power planning
- static var compensation (SVC)
- wind energy
ASJC Scopus subject areas
- Computer Networks and Communications