Coordinated Unbalance Compensation and Harmonic Mitigation in the Secondary Distribution Network Through EVs Participation
The participation of electric vehicles (EVs) in the operation of secondary distribution networks (SDNs) leads to more efficient operation. However, SDNs are often subject to high levels of unbalance and harmonic pollution, and these two phenomena can have mutual effects. To design an effective EVs-i...
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Published in | IEEE transactions on smart grid Vol. 15; no. 5; pp. 4450 - 4462 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.09.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
ISSN | 1949-3053 1949-3061 |
DOI | 10.1109/TSG.2024.3370861 |
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Abstract | The participation of electric vehicles (EVs) in the operation of secondary distribution networks (SDNs) leads to more efficient operation. However, SDNs are often subject to high levels of unbalance and harmonic pollution, and these two phenomena can have mutual effects. To design an effective EVs-involved operation framework for SDNs, it is necessary to consider them jointly. This paper proposes a framework for coordinated unbalance compensation and harmonic mitigation of SDNs for daily operations through the charging management of EVs by considering the power line conditioning capability of the EV chargers. This framework is initially presented as a stochastic nonlinear programming (NLP) model. Sources of uncertainty include the harmonic load profile, the arrival and departure times of EVs, and the initial state of charge of the EVs' batteries. The objective function of the optimization model is to minimize the expected value of voltage unbalance and harmonic pollution measures. The constraints include the three-phase (3ph) harmonic power flow constraints, the EVs and the chargers (including single-phase (1ph) and 3ph chargers) operational constraints, and the SDN operational security constraints. By using some linearization techniques, a method based on solving iterative linear programming (LP) problems is presented to efficiently solve the proposed optimization model. The model is implemented in GAMS software and tested on the standard 39-bus test system. The numerical results show the effectiveness of the proposed framework in improving the operational conditions of SDNs. |
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AbstractList | The participation of electric vehicles (EVs) in the operation of secondary distribution networks (SDNs) leads to more efficient operation. However, SDNs are often subject to high levels of unbalance and harmonic pollution, and these two phenomena can have mutual effects. To design an effective EVs-involved operation framework for SDNs, it is necessary to consider them jointly. This paper proposes a framework for coordinated unbalance compensation and harmonic mitigation of SDNs for daily operations through the charging management of EVs by considering the power line conditioning capability of the EV chargers. This framework is initially presented as a stochastic nonlinear programming (NLP) model. Sources of uncertainty include the harmonic load profile, the arrival and departure times of EVs, and the initial state of charge of the EVs' batteries. The objective function of the optimization model is to minimize the expected value of voltage unbalance and harmonic pollution measures. The constraints include the three-phase (3ph) harmonic power flow constraints, the EVs and the chargers (including single-phase (1ph) and 3ph chargers) operational constraints, and the SDN operational security constraints. By using some linearization techniques, a method based on solving iterative linear programming (LP) problems is presented to efficiently solve the proposed optimization model. The model is implemented in GAMS software and tested on the standard 39-bus test system. The numerical results show the effectiveness of the proposed framework in improving the operational conditions of SDNs. |
Author | Latify, Mohammad Amin Saleh, Sayed Vahid |
Author_xml | – sequence: 1 givenname: Sayed Vahid surname: Saleh fullname: Saleh, Sayed Vahid email: v.saleh@alumni.iut.ac.ir organization: Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran – sequence: 2 givenname: Mohammad Amin orcidid: 0000-0001-7745-8683 surname: Latify fullname: Latify, Mohammad Amin email: latify@iut.ac.ir organization: Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran |
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SubjectTerms | Batteries charging management Compensation Constraints Effectiveness Electric vehicle charging Electric vehicles (EVs) Harmonic analysis harmonic mitigation Indexes Iterative methods Linear programming linear programming (LP) Nonlinear programming Optimization Optimization models Pollution Power flow Power lines Power system harmonics secondary distribution network (SDN) Unbalance unbalance compensation Voltage Voltage measurement |
Title | Coordinated Unbalance Compensation and Harmonic Mitigation in the Secondary Distribution Network Through EVs Participation |
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