Title :
A methodology to optimize benefits of microgrids
Author :
Quashie, Mike ; Joos, Geza
Author_Institution :
Dept. Of Electr. & Electron. Eng., Mcgill Univ., Montreal, QC, Canada
Abstract :
This paper proposes a generalized methodology to determine the optimal configuration of microgrids that maximizes its benefits. The technique proposed herein, incorporates a probabilistic modeling of variable loads and distributed generators into a deterministic power flow problem to solve an optimization problem. The losses from the power flow problem is monetized and supplied to the objective function as one of its input multiple cost functions. The optimization problem then concatenates the monetized losses, monetized emission and the cost components of generation into a single objective and then minimizes it. The optimization´s aim is to minimize the energy cost to the utility while maximizing loss reduction and emission reduction under all practical constraints. The proposed algorithm is applied to a real feeder in North America and the results showed a significant decrease in the cost of energy. This demonstrates the effectiveness of the methodology proposed in microgrid planning.
Keywords :
distributed power generation; load flow; optimisation; North America; cost components; deterministic power flow problem; distributed generators; emission reduction; energy cost minimization; input multiple cost functions; loss reduction; microgrid planning; monetized emission; monetized losses; objective function; optimization problem; probabilistic modeling; variable loads; Generators; Linear programming; Microgrids; Optimization; Planning; Wind speed; Benefits; Distributed Generation; Microgrid; Monetized Losses; Optimization;
Conference_Titel :
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location :
Vancouver, BC
DOI :
10.1109/PESMG.2013.6672650