Dynamic Programming Approach to Unit Commitment
- 1 May 1987
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 2 (2), 339-348
- https://doi.org/10.1109/tpwrs.1987.4335130
Abstract
A field-proven dynamic programming formulation of the unit commitment problem is presented. This approach features the classification of generating units into related groups so as to minimize the number of unit combinations which must be tested without precluding the optimal path. Programming techniques are described which maximize efficiency. Considerations are discussed which determine when generating units must be evaluated and when they may be ignored. The heuristic procedures described in this paper are concerned with supplying all apriori information to the program thereby minimizing its execution time. Results are presented from field testing on a medium size utility. Composite generating unit formulation is described for the economic allocation of constrained fuel to a group of units.Keywords
This publication has 2 references indexed in Scilit:
- Evaluation of Dynamic Programming Based Methods and Multiple area Representation for Thermal Unit CommitmentsIEEE Transactions on Power Apparatus and Systems, 1981
- Optimal short-term thermal unit commitmentIEEE Transactions on Power Apparatus and Systems, 1976