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A Robust Optimization Approach for Active and Reactive Power Management in Smart Distribution Networks Using Electric Vehicles
- Source :
- IEEE Systems Journal. 12:2699-2710
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2018.
-
Abstract
- This paper presents a robust framework for active and reactive power management in distribution networks using electric vehicles (EVs). The method simultaneously minimizes the energy cost and the voltage deviation subject to network and EVs constraints. The uncertainties related to active and reactive loads, required energy to charge EV batteries, charge rate of batteries and charger capacity of EVs are modeled using deterministic uncertainty sets. First, based on duality theory, the max min form of the model is converted to a max form. Second, Benders decomposition is employed to solve the problem. The effectiveness of the proposed method is demonstrated with a 33-bus distribution network.
- Subjects :
- Mathematical optimization
Engineering
Computer Networks and Communications
Stochastic process
business.industry
020209 energy
Robust optimization
Charge (physics)
02 engineering and technology
AC power
Reactive power management
Computer Science Applications
Computer Science::Systems and Control
Control and Systems Engineering
Control theory
Robustness (computer science)
0202 electrical engineering, electronic engineering, information engineering
Electrical and Electronic Engineering
business
Energy (signal processing)
Information Systems
Voltage
Subjects
Details
- ISSN :
- 23737816 and 19328184
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- IEEE Systems Journal
- Accession number :
- edsair.doi...........07021f87e29e6e6defc8f8c4865e05ae