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U.S. Department of Energy
Office of Scientific and Technical Information

Agent-Based System for Transactive Control of Smart Residential Neighborhoods

Conference ·
Buildings consume 74% of the total electricity produced in the United States. A significant portion of the building electric load includes heating ventilation and air-conditioning (HVAC) systems and water heating (WH) systems. Enabling flexibility in the operations can improve overall electric grid efficiency. This paper describes a multi-agent system for supporting integration, learning, optimization, and control of HVAC and WH in supporting a future smart grid. The architecture supports a transactive-based negotiation strategy between homeowners and a microgrid controller to adjust consumption behavior and reduce electricity costs. The framework is deployed in a neighborhood and preliminary testing is underway. The agent architecture design is discussed along with the preliminary optimization results from the demonstration site.
Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE; USDOE Office of Energy Efficiency and Renewable Energy (EERE)
DOE Contract Number:
AC05-00OR22725
OSTI ID:
1607239
Country of Publication:
United States
Language:
English

References (13)

A multi-agent based energy management solution for integrated buildings and microgrid system journal October 2017
From demand response to transactive energy: state of the art journal December 2016
Examining the benefits of load shedding strategies using a rolling-horizon stochastic mixed complementarity equilibrium model journal June 2018
Optimum Load Shedding Through Programming Techniques journal January 1971
An augmented multi-objective particle swarm optimizer for building cluster operation decisions journal December 2014
Optimum load-shedding technique to reduce the total customer interruption cost in a distribution system journal January 2000
Fuzzy Q-Learning for multi-agent decentralized energy management in microgrids journal June 2018
Application of computational intelligence techniques for load shedding in power systems: A review journal November 2013
Rethinking real-time electricity pricing journal November 2011
AEP Ohio gridSMART Demonstration Project Real-Time Pricing Demonstration Analysis report February 2014
A novel approach to underfrequency load shedding journal February 2011
Dynamic Pricing of Electricity journal May 2012
A MATLAB based occupant driven dynamic model for predicting residential power demand conference April 2014

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