4.5 Article

Solution to dynamic economic dispatch with prohibited operating zones via MILP

期刊

MATHEMATICAL BIOSCIENCES AND ENGINEERING
卷 19, 期 7, 页码 6455-6468

出版社

AMER INST MATHEMATICAL SCIENCES-AIMS
DOI: 10.3934/mbe.2022303

关键词

dynamic economic dispatch; prohibited operating zones; reformulation; mixed integer linear programming; iteration algorithm

资金

  1. Natural Science Foundation of Guangxi [2021GXNSFBA075012, 2020GXNSFDA238017]
  2. Middle-aged and Young Teachers' Basic Ability Promotion Project of Guangxi [2020KY08005]
  3. Doctoral Foundation of Guangxi University of Science and Technology [19Z40]

向作者/读者索取更多资源

This paper proposes a mixed integer linear programming approach to solve the dynamic economic dispatch problem and demonstrates its effectiveness and feasibility through experiments.
Dynamic economic dispatch (DED) problem considering prohibited operating zones (POZ), ramp rate constraints, transmission losses and spinning reserve constraints is a complicated non-linear problem which is difficult to solve efficiently. In this paper, a mixed integer linear programming (MILP) method is proposed to solve such a DED problem. Firstly, a novel MILP formulation for DED problem without considering the transmission losses, denoted by MILP-1, is presented by using perspective cut reformulation technique. When the transmission losses are considered, the quadratic terms in the transmission losses are replaced by their first order Taylor expansions, and then an MILP formulation for DED considering the transmission losses, denoted by MILP-2, is obtained. Based on MILP-1 and MILP-2, an MILP-iteration algorithm is proposed to solve the complicated DED problem. The effectiveness of the MILP formulation and MILP iteration algorithm are assessed by several cases and the simulation results show that both of them can solve to competitive solutions in a short time.

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