Title :
A tutorial description of an interior point method and its applications to security-constrained economic dispatch
Author :
Vargas, Luis S. ; Quintana, Victor H. ; Vannelli, Anthony
Author_Institution :
Dept. of Electr. & Comput. Eng., Waterloo Univ., Ont., Canada
fDate :
8/1/1993 12:00:00 AM
Abstract :
The authors deal with the use of successive linear programming (SLP) for the solution of the security-constrained economic dispatch (SCED) problem. They tutorially describe an interior point method (IPM) for the solution of linear programming (LP) problems, discussing important implementation issues that really make this method far superior to the simplex method. A study of the convergence of the SLP technique and a practical criterion to avoid oscillatory behavior in the iteration process are also proposed. A comparison of the proposed method with an efficient simplex code (MINOS) is carried out by solving SCED problems on two standard IEEE systems. The results show that the interior point technique is reliable, accurate, and more than two times as fast as the simplex algorithm
Keywords :
convergence; linear programming; load dispatching; power systems; MINOS; convergence; interior point method; security-constrained economic dispatch; simplex code; standard IEEE systems; successive linear programming; Application software; Code standards; Linear programming; Optimization methods; Power generation; Power generation economics; Power system economics; Power system modeling; Power system reliability; Tutorial;
Journal_Title :
Power Systems, IEEE Transactions on