Uncertainty Management

Stochastic Look-Ahead Commitment: A Case Study in MISO

  • Bernard Knueven
  • Mohammad Faqiry
  • Manuel Joseph Garcia
  • Yonghong Chen
  • Roger Treinen
  • Trevor Werho
  • Junshan Zhang
  • Vijay Vittal
  • Long Zhao
  • Anupam Thatte
  • Shengfei Yin
    • Categories Applications - OR and Management Sciences Tags , ,

    This paper introduces the Stochastic Look Ahead Commitment (SLAC) software prototyped and tested for the Midcontinent Independent System Operator (MISO) look ahead commitment process. SLAC can incorporate hundreds of wind, load and net scheduled interchange (NSI) uncertainty scenarios. It uses a progressive hedging method to solve a two-stage stochastic unit commitment. The first stage optimal … Read more