Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies
Abstract
This paper collects and synthesizes the technical requirements, implementation, and validation methods for quasi-steady agent-based simulations of interconnectionscale models with particular attention to the integration of renewable generation and controllable loads. Approaches for modeling aggregated controllable loads are presented and placed in the same control and economic modeling framework as generation resources for interconnection planning studies. Model performance is examined with system parameters that are typical for an interconnection approximately the size of the Western Electricity Coordinating Council (WECC) and a control area about 1/100 the size of the system. These results are used to demonstrate and validate the methods presented.
- Authors:
- Publication Date:
- Research Org.:
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1312043
- Alternate Identifier(s):
- OSTI ID: 1237804
- Report Number(s):
- PNNL-SA-115695
Journal ID: ISSN 2095-8099; S2095809916300236; PII: S2095809916300236
- Grant/Contract Number:
- AC05-76RL01830
- Resource Type:
- Published Article
- Journal Name:
- Engineering
- Additional Journal Information:
- Journal Name: Engineering Journal Volume: 1 Journal Issue: 4; Journal ID: ISSN 2095-8099
- Publisher:
- Elsevier
- Country of Publication:
- China
- Language:
- English
- Subject:
- 42 ENGINEERING; interconnection studies; demand response; load control; renewable integration; agent-based simulation; energy markets
Citation Formats
Chassin, David P., Behboodi, Sahand, Crawford, Curran, and Djilali, Ned. Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies. China: N. p., 2015.
Web. doi:10.15302/J-ENG-2015109.
Chassin, David P., Behboodi, Sahand, Crawford, Curran, & Djilali, Ned. Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies. China. https://doi.org/10.15302/J-ENG-2015109
Chassin, David P., Behboodi, Sahand, Crawford, Curran, and Djilali, Ned. Tue .
"Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies". China. https://doi.org/10.15302/J-ENG-2015109.
@article{osti_1312043,
title = {Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies},
author = {Chassin, David P. and Behboodi, Sahand and Crawford, Curran and Djilali, Ned},
abstractNote = {This paper collects and synthesizes the technical requirements, implementation, and validation methods for quasi-steady agent-based simulations of interconnectionscale models with particular attention to the integration of renewable generation and controllable loads. Approaches for modeling aggregated controllable loads are presented and placed in the same control and economic modeling framework as generation resources for interconnection planning studies. Model performance is examined with system parameters that are typical for an interconnection approximately the size of the Western Electricity Coordinating Council (WECC) and a control area about 1/100 the size of the system. These results are used to demonstrate and validate the methods presented.},
doi = {10.15302/J-ENG-2015109},
journal = {Engineering},
number = 4,
volume = 1,
place = {China},
year = {Tue Dec 01 00:00:00 EST 2015},
month = {Tue Dec 01 00:00:00 EST 2015}
}
https://doi.org/10.15302/J-ENG-2015109
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