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Frequency Regulation with Heterogeneous Energy Resources: A Realization using Distributed Control
- Source :
- IEEE Transactions on Smart Grid, vol 12, iss 5, IEEE TRANSACTIONS ON SMART GRID, vol 12, iss 5
- Publication Year :
- 2022
- Publisher :
- IEEE, 2022.
-
Abstract
- This paper presents one of the first real-life demonstrations of coordinated and distributed resource control for secondary frequency response in a power distribution grid. A series of tests involved up to 69 heterogeneous active distributed energy resources consisting of air handling units, unidirectional and bidirectional electric vehicle charging stations, a battery energy storage system, and 107 passive distributed energy resources consisting of building loads and solar photovoltaic systems. The distributed control setup consists of a set of Raspberry Pi end-points exchanging messages via an Ethernet switch. Actuation commands for the distributed energy resources are obtained by solving a power allocation problem at every regulation instant using distributed ratio-consensus, primal-dual, and Newton-like algorithms. The problem formulation minimizes the sum of distributed energy resource costs while tracking the aggregate setpoint provided by the system operator. We demonstrate accurate and fast real-time distributed computation of the optimization solution and effective tracking of the regulation signal over 40 min time horizons. An economic benefit analysis confirms eligibility to participate in an ancillary services market and demonstrates up to $\$ $ 53k of potential annual revenue for the selected population of distributed energy resources.
- Subjects :
- FOS: Computer and information sciences
business.product_category
General Computer Science
Automatic Generation Control
Computer science
Distributed computing
Population
Systems and Control (eess.SY)
Electrical Engineering and Systems Science - Systems and Control
distributed energy resources
Setpoint
Affordable and Clean Energy
distributed control
FOS: Electrical engineering, electronic engineering, information engineering
Computer Science - Multiagent Systems
Electrical and Electronic Engineering
education
education.field_of_study
eess.SY
business.industry
Photovoltaic system
Vehicle-to-grid
Decentralised system
cs.SY
Frequency regulation
Distributed generation
Network switch
Interdisciplinary Engineering
business
Multiagent Systems (cs.MA)
cs.MA
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2022 IEEE Power & Energy Society General Meeting (PESGM)
- Accession number :
- edsair.doi.dedup.....f4ab36b144dc8fe7495d3cd3af7f8d51