Title :
A simple two stage optimization algorithm for constrained power economic dispatch
Author :
Huang, G. ; Song, K.
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
fDate :
11/1/1994 12:00:00 AM
Abstract :
A simple two stage optimization algorithm is proposed and investigated for fast computation of constrained power economic dispatch control problems. The method is a simple demonstration of the hierarchical aggregation-disaggregation (HAD) concept. The algorithm first solves an aggregated problem to obtain an initial solution. This aggregated problem turns out to be classical economic dispatch formulation, and it can be solved in 1% of overall computation time. In the second stage, a linear programming method finds optimal solution which satisfies power balance constraints, generation and transmission inequality constraints and security constraints. Implementation of the algorithm for IEEE systems and EPRI Scenario systems shows that the two stage method obtains an average speedup ratio of 10.64 as compared to the classical LP-based method
Keywords :
economics; linear programming; load dispatching; optimisation; power system control; power system security; power transmission; EPRI Scenario systems; IEEE systems; constrained power economic dispatch; generation inequality constraints; hierarchical aggregation-disaggregation concept; linear programming method; optimal solution; power balance constraints; power economic dispatch control; security constraints; transmission inequality constraints; two stage optimization algorithm; Constraint optimization; Costs; Iterative algorithms; Load flow; Power engineering computing; Power generation; Power generation economics; Power system economics; Power system modeling; Power system reliability;
Journal_Title :
Power Systems, IEEE Transactions on