- Title
- Mixed integer programming formulation techniques and applications to unit commitment problem
- Creator
- Viswanath, Aparna; Goel, Lalit; Peng, Wang
- Publisher Link
- http://dx.doi.org/10th International Power and Energy Conference (IPEC 2012). Proceedings of the 10th International Power & Energy Conference (Ho Chi Minh City, Vietnam 12-14 December, 2012) p. 25-30
- Publisher Link
- http://dx.doi.org/10.1109/ASSCC.2012.6523233
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Resource Type
- conference paper
- Date
- 2012
- Description
- Unit Commitment (UC) problem with non-linear functions and probabilistic constraints are difficult to solve by standard optimization methods. This paper provides an introduction to mixed integer programming problem formulation techniques and its applications to UC problem. Use of binary variables to convert nonlinear functions and probabilistic constraints to a Mixed Integer linear programming (MILP) form are presented. This conversion helps in solving the UC problem by using commercially available MILP solvers.
- Subject
- mixed integer linear programming; non-linear functions; probabilistic constraints; binary variables; unit commitment
- Identifier
- http://hdl.handle.net/1959.13/1309142
- Identifier
- uon:21786
- Identifier
- ISBN:9781467345842
- Language
- eng
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