A self-power generation scheduling model under load demand and uncertainty of a by-product of gas production in enterprises microgrid

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Abstract

Scheduling of the self-generation plants is very helpful to the energy saving and emission reduction for enterprises microgrid. In this paper, the objective function was to minimize the overall cost of the electricity. The scenario tree was used to analyze the uncertainties of electricity load and gas supplication. The self-generation stochastic model was built. In this model, rectangle set was used to describe the safety constraint. In order to avoid that rectangle set is too conservative, we used ellipsoid set instead of rectangle set by adjusting risk parameter. State transition diagram of gas holder level was given to transform safety constraint into linear constraint. Results show that during off-peak periods, most of the enterprises load is afforded by the grid; and that during peak periods, most of load is afforded by the self-generation plants. In addition, using ellipsoid set instead of rectangle set reduces decision conservatism by adjusting the risk coefficient.

Original languageEnglish
Pages (from-to)2063-2070
Number of pages8
JournalZhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
Volume34
Issue number13
DOIs
StatePublished - 5 May 2014

Keywords

  • Gas production
  • Microgrid
  • Safety constraint
  • Scenario tree
  • Self-power generation optimal scheduling
  • Uncertainty

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