کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
172381 | 458540 | 2014 | 16 صفحه PDF | دانلود رایگان |
• A novel deterministic optimization approach for the Unit Commitment (UC) problem, involving thermal generating units is proposed.
• The mathematical mixed-integer quadratic programming (MIQP) formulation of the problem is detailed.
• Valid integer cutting planes are proposed.
• A Branch and Cut search for finding the global optimal solution is developed.
• Computational results and comparisons with other mathematical formulations are presented.
This paper proposes a novel deterministic optimization approach for the Unit Commitment (UC) problem, involving thermal generating units. A mathematical programming model is first presented, which includes all the basic constraints and a set of binary variables for the on/off status of each generator at each time period, leading to a convex mixed-integer quadratic programming (MIQP) formulation. Then, an effective solution methodology based on valid integer cutting planes is proposed, and implemented through a Branch and Cut search for finding the global optimal solution. The application of the proposed approach is illustrated with several examples of different dimensions. Comparisons with other mathematical formulations are also presented.
Journal: Computers & Chemical Engineering - Volume 67, 4 August 2014, Pages 53–68