Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Practice Summary: Improved Reliability via Optimization in Residential Microgrids

Journal Article · · Informs Journal on Applied Analytics
Southern Company is an electric utility that is embracing residential microgrids as a platform for distributed energy. The first residential microgrid in the southeastern United States was constructed in Hoover, Alabama, as a testbed for development. To operate the microgrid, we developed an optimization model for unit commitment and economic dispatch. We report the optimization model was implemented in a microgrid central controller and tested under various operational scenarios. Challenges also include developing a pricing algorithm to deliver price forecasts to the residential homes in the microgrid and open-source software restrictions.
Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Electricity Delivery and Energy Reliability (OE)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1608223
Journal Information:
Informs Journal on Applied Analytics, Journal Name: Informs Journal on Applied Analytics Journal Issue: 2 Vol. 50; ISSN 2644-0865
Publisher:
INFORMSCopyright Statement
Country of Publication:
United States
Language:
English

References (13)

Pyomo — Optimization Modeling in Python book January 2017
Pyomo: modeling and solving mathematical programs in Python journal August 2011
A modeling framework for optimal energy management of a residential building journal October 2016
Optimal control of a residential microgrid journal June 2012
A mathematical model for the optimal operation of the University of Genoa Smart Polygeneration Microgrid: Evaluation of technical, economic and environmental performance indicators journal January 2014
Critical review of recent advances and further developments needed in AC optimal power flow journal July 2016
Semidefinite programming for optimal power flow problems journal July 2008
Optimal capacitor placement on radial distribution systems journal January 1989
Exact convex relaxation of OPF for radial networks using branch flow model conference November 2012
Centralized Control for Optimizing Microgrids Operation journal March 2008
Radial Distribution Load Flow Using Conic Programming journal August 2006
The QC Relaxation: A Theoretical and Computational Study on Optimal Power Flow journal July 2016
A Microgrid Energy Management System Based on the Rolling Horizon Strategy journal June 2013

Similar Records

Reducing the computational burden of a microgrid energy management system
Journal Article · 2020 · Computers and Industrial Engineering · OSTI ID:1649551

Peak Reduction in a Residential Community Through Bayesian Optimization of Transactive Control Signals
Conference · 2021 · OSTI ID:1813268

Bidding strategy for microgrid in day-ahead market based on hybrid stochastic/robust optimization
Journal Article · 2015 · IEEE Transactions on Smart Grid · OSTI ID:1265375