Optimization Online


Co-optimization of Demand Response and Reserve Offers for a Major Consumer

Mahbubeh Habibian (mhab735***at***aucklanduni.ac.nz)
Golbon Zakeri (g.zakeri***at***auckland.ac.nz)
Anthony Downward (a.downward***at***auckland.ac.nz)
Miguel-f Anjos (miguel-f.anjos***at***polymtl.ca )
Michael Ferris (ferris***at***cs.wisc.edu )

Abstract: In this paper we present a stochastic optimization problem for a strategic major consumer who has flexibility over its consumption and can offer reserve. Our model is a bi-level optimization model (reformulated as a mixed-integer program) that embeds the optimal power flow problem, in which electricity and reserve are co-optimized. We implement this model for a large consumer of electricity in the New Zealand Electricity Market (NZEM). To reduce the solution time of the large mixed integer program, we explore the specific properties of the optimal power flow to reformulate the model. We show that by adding further constraints to tighten the LP relaxation we manage to improve the performance of the model.

Keywords: Demand-side management, mathematical programming, integer programming.

Category 1: Applications -- OR and Management Sciences (Other )

Category 2: Integer Programming ((Mixed) Integer Linear Programming )

Category 3: Stochastic Programming

Citation: University of Auckland - Submitted March 2017

Download: [Postscript][PDF]

Entry Submitted: 03/30/2017
Entry Accepted: 03/31/2017
Entry Last Modified: 05/02/2018

Modify/Update this entry

  Visitors Authors More about us Links
  Subscribe, Unsubscribe
Digest Archive
Search, Browse the Repository


Coordinator's Board
Classification Scheme
Give us feedback
Optimization Journals, Sites, Societies
Mathematical Optimization Society