Co-simulation of transactive energy markets: A framework for market testing and evaluation
Abstract
The proliferation of distributed energy resources (DER)—and the ability to intelligently control these assets—is re-defining the electrical distribution system. As the number of controllable devices rapidly expands, grid operators must determine how to incorporate these assets while delivering reliable, equitable, and affordable electricity. One possible approach is to establish distribution-level electricity markets and allow devices/aggregations of devices to participate in price establishment. While this approach purports some of the same benefits as the highly successful wholesale electricity markets (i.e., open competition, efficient price discovery, reduced communication overhead), this needs to be researched and quantified via an analysis platform that models distribution-level markets at the appropriate fidelity. Specifically, the simultaneous evaluation of market performance, DER performance, DER bidding approaches, and distribution feeder power quality requires modeling that spans multiple technical areas. Co-simulation has emerged as a powerful tool in addressing this type of problem, where outputs depend on a range of underlying areas of expertise and associated models. In this paper we describe a solution, as implemented in the HELICS co-simulation platform, where we include (1) high fidelity house models, (2) intelligent bidding agents, (3) a modular market integration/design, and (4) a distribution feeder model. We then present a case studymore »
- Authors:
-
- National Renewable Energy Lab. (NREL), Golden, CO (United States)
- Pennsylvania State Univ., University Park, PA (United States)
- Publication Date:
- Research Org.:
- National Renewable Energy Laboratory (NREL), Golden, CO (United States)
- Sponsoring Org.:
- USDOE Laboratory Directed Research and Development (LDRD) Program
- OSTI Identifier:
- 1766831
- Alternate Identifier(s):
- OSTI ID: 1809343
- Report Number(s):
- NREL/JA-7A40-77627
Journal ID: ISSN 0142-0615; MainId:29553;UUID:1e71e060-cddc-452a-8cfc-0027eb0c215a;MainAdminID:18615
- Grant/Contract Number:
- AC36-08GO28308
- Resource Type:
- Accepted Manuscript
- Journal Name:
- International Journal of Electrical Power and Energy Systems
- Additional Journal Information:
- Journal Volume: 128; Journal ID: ISSN 0142-0615
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 29 ENERGY PLANNING, POLICY, AND ECONOMY; 24 POWER TRANSMISSION AND DISTRIBUTION; co-simulation; HELICS; blockchain; energy markets; matching market; double blind auction; transactive energy
Citation Formats
Cutler, Dylan, Kwasnik, Ted, Balamurugan, Sivasathya, Elgindy, Tarek, Swaminathan, Siddharth, Maguire, Jeff, and Christensen, Dane. Co-simulation of transactive energy markets: A framework for market testing and evaluation. United States: N. p., 2021.
Web. doi:10.1016/j.ijepes.2020.106664.
Cutler, Dylan, Kwasnik, Ted, Balamurugan, Sivasathya, Elgindy, Tarek, Swaminathan, Siddharth, Maguire, Jeff, & Christensen, Dane. Co-simulation of transactive energy markets: A framework for market testing and evaluation. United States. https://doi.org/10.1016/j.ijepes.2020.106664
Cutler, Dylan, Kwasnik, Ted, Balamurugan, Sivasathya, Elgindy, Tarek, Swaminathan, Siddharth, Maguire, Jeff, and Christensen, Dane. Thu .
"Co-simulation of transactive energy markets: A framework for market testing and evaluation". United States. https://doi.org/10.1016/j.ijepes.2020.106664. https://www.osti.gov/servlets/purl/1766831.
@article{osti_1766831,
title = {Co-simulation of transactive energy markets: A framework for market testing and evaluation},
author = {Cutler, Dylan and Kwasnik, Ted and Balamurugan, Sivasathya and Elgindy, Tarek and Swaminathan, Siddharth and Maguire, Jeff and Christensen, Dane},
abstractNote = {The proliferation of distributed energy resources (DER)—and the ability to intelligently control these assets—is re-defining the electrical distribution system. As the number of controllable devices rapidly expands, grid operators must determine how to incorporate these assets while delivering reliable, equitable, and affordable electricity. One possible approach is to establish distribution-level electricity markets and allow devices/aggregations of devices to participate in price establishment. While this approach purports some of the same benefits as the highly successful wholesale electricity markets (i.e., open competition, efficient price discovery, reduced communication overhead), this needs to be researched and quantified via an analysis platform that models distribution-level markets at the appropriate fidelity. Specifically, the simultaneous evaluation of market performance, DER performance, DER bidding approaches, and distribution feeder power quality requires modeling that spans multiple technical areas. Co-simulation has emerged as a powerful tool in addressing this type of problem, where outputs depend on a range of underlying areas of expertise and associated models. In this paper we describe a solution, as implemented in the HELICS co-simulation platform, where we include (1) high fidelity house models, (2) intelligent bidding agents, (3) a modular market integration/design, and (4) a distribution feeder model. We then present a case study where we test two different market designs: (1) a pseudo-wholesale double-blind auction, and (2) an asynchronous matching market. In this work, the markets are run under two DER penetration levels and economic results are compared to full retail net energy metering and avoided cost net metering scenarios that bookend current approaches to remuneration of DER participation. We show the potential for transactive markets to provide increased value for most customers relative to net metering (and all customers relative to avoided cost scenarios) while decreasing costs for the utility.},
doi = {10.1016/j.ijepes.2020.106664},
journal = {International Journal of Electrical Power and Energy Systems},
number = ,
volume = 128,
place = {United States},
year = {Thu Jan 28 00:00:00 EST 2021},
month = {Thu Jan 28 00:00:00 EST 2021}
}
Works referenced in this record:
Trading on local energy markets: A comparison of market designs and bidding strategies
conference, June 2017
- Mengelkamp, Esther; Staudt, Philipp; Garttner, Johannes
- 2017 14th International Conference on the European Energy Market (EEM)
Delivering a highly distributed electricity system: Technical, regulatory and policy challenges
journal, February 2018
- Bell, Keith; Gill, Simon
- Energy Policy, Vol. 113
Transactive control: a framework for operating power systems characterized by high penetration of distributed energy resources
journal, August 2016
- Hu, Junjie; Yang, Guangya; Kok, Koen
- Journal of Modern Power Systems and Clean Energy, Vol. 5, Issue 3
Novel market approach for locally balancing renewable energy production and flexible demand
conference, October 2017
- Horta, Jose; Kofman, Daniel; Menga, David
- 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm)
A distributed ledger based platform for community-driven flexibility provision
journal, May 2019
- Schlund, Jonas; German, Reinhard
- Energy Informatics, Vol. 2, Issue 1
An Inverse Gray-Box Model for Transient Building Load Prediction
journal, January 2002
- Braun, James; Chaturvedi, Nitin
- HVAC&R Research, Vol. 8, Issue 1
Decentralized transactive energy management system for distribution systems with prosumer microgrids
conference, May 2018
- Amanbek, Yerasyl; Tabarak, Yrys; Nunna, H. S. V. S. Kumar
- 2018 19th International Carpathian Control Conference (ICCC)
Blockchain technology in the energy sector: A systematic review of challenges and opportunities
journal, February 2019
- Andoni, Merlinda; Robu, Valentin; Flynn, David
- Renewable and Sustainable Energy Reviews, Vol. 100
A community microgrid architecture with an internal local market
journal, May 2019
- Cornélusse, Bertrand; Savelli, Iacopo; Paoletti, Simone
- Applied Energy, Vol. 242
Locational Marginal Value of Distributed Energy Resources as Non-Wires Alternatives
journal, January 2020
- Andrianesis, Panagiotis; Caramanis, Michael; Masiello, Ralph D.
- IEEE Transactions on Smart Grid, Vol. 11, Issue 1
Energy Crowdsourcing and Peer-to-Peer Energy Trading in Blockchain-Enabled Smart Grids
journal, August 2019
- Wang, Shen; Taha, Ahmad F.; Wang, Jianhui
- IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 49, Issue 8
Distributed proportional-fairness control in microgrids via blockchain smart contracts
conference, October 2017
- Danzi, Pietro; Angjelichinoski, Marko; Stefanovic, Cedomir
- 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm)
Solar plus: Optimization of distributed solar PV through battery storage and dispatchable load in residential buildings
journal, March 2018
- O'Shaughnessy, Eric; Cutler, Dylan; Ardani, Kristen
- Applied Energy, Vol. 213
Foresee: A user-centric home energy management system for energy efficiency and demand response
journal, November 2017
- Jin, Xin; Baker, Kyri; Christensen, Dane
- Applied Energy, Vol. 205
Review of Information Disclosure in Different Electricity Markets
journal, December 2018
- Yang, Yang; Bao, Minglei; Ding, Yi
- Energies, Vol. 11, Issue 12
Peer-to-Peer energy trading in a Microgrid
journal, June 2018
- Zhang, Chenghua; Wu, Jianzhong; Zhou, Yue
- Applied Energy, Vol. 220
A Society of Devices: Integrating Intelligent Distributed Resources with Transactive Energy
journal, May 2016
- Kok, Koen; Widergren, Steve
- IEEE Power and Energy Magazine, Vol. 14, Issue 3
A Decentralized Local Flexibility Market Considering the Uncertainty of Demand
journal, August 2018
- Esmat, Ayman; Usaola, Julio; Moreno, Mª
- Energies, Vol. 11, Issue 8
GridLAB-D: An Agent-Based Simulation Framework for Smart Grids
journal, January 2014
- Chassin, David P.; Fuller, Jason C.; Djilali, Ned
- Journal of Applied Mathematics, Vol. 2014
Co-simulation Framework for Blockchain Based Market Designs and Grid Simulations
conference, August 2018
- Coignard, Jonathan; Munsing, Eric; MacDonald, Jason
- 2018 IEEE Power & Energy Society General Meeting (PESGM)
Co-simulation of electricity distribution networks and peer to peer energy trading platforms
journal, February 2020
- Hayes, B. P.; Thakur, S.; Breslin, J. G.
- International Journal of Electrical Power & Energy Systems, Vol. 115
Design of the HELICS high-performance transmission-distribution-communication-market co-simulation framework
conference, April 2017
- Palmintier, Bryan; Krishnamurthy, Dheepak; Top, Philip
- 2017 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)
Blockchain based uniform price double auctions for energy markets
journal, November 2019
- Foti, Magda; Vavalis, Manolis
- Applied Energy, Vol. 254