Mid-term operational planning of pre-installed voltage regulators in distribution networks

被引:4
作者
Attar, Mehdi [1 ]
Repo, Sami [1 ]
Homaee, Omid [2 ]
Siano, Pierluigi [3 ,4 ]
机构
[1] Tampere Univ, Fac Informat Technol & Commun Sci, Elect Engn Unit, Tampere, Finland
[2] Iran Univ Sci & Technol, Dept Elect Engn, Tehran, Iran
[3] Univ Salerno, Dept Management & Innovat Syst, Salerno, Italy
[4] Univ Johannesburg, Dept Elect & Elect Engn Sci, Johannesburg, South Africa
基金
欧盟地平线“2020”; 芬兰科学院;
关键词
Genetic algorithm; Mid-term operational planning; Power loss reduction; Settings optimization; Tap operation; Voltage regulator; ZIP Load model; DISTRIBUTION-SYSTEMS; VOLT/VAR CONTROL; ENERGY;
D O I
10.1016/j.ijepes.2021.107276
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a methodology is presented to maximize the effectiveness of pre-installed Voltage Regulators (VRs) in medium voltage distribution networks. While considering the daily tap operation limitation of VRs, this method contains mid-term operational planning of VRs' settings which is carried out to satisfy voltage constraints in distribution networks and reduce power losses throughout the network. The proposed approach optimizes the settings periodically, leading to Distribution System Operators (DSOs) ' financial benefit because energy losses are reduced by applying the proposed method. Using different combinations of ZIP load model coefficients in the optimization process, the importance and impacts of the load model in the optimization of VRs' settings are also investigated because the operation of a VR directly influences the consumption of voltagedependent loads (depending on their type of voltage dependency). Due to the discrete nature of the problem, the Genetic Algorithm (GA) has been employed as a tool to attain the previously mentioned goals by optimizing the settings of VRs for forthcoming months. Numerical studies carried out for a 70-bus distribution network show that a reduction of energy loss is achieved by applying the article's proposed method.
引用
收藏
页数:13
相关论文
共 37 条
[1]   Optimized Use of PV Distributed Generation in Voltage Regulation: A Probabilistic Formulation [J].
Ammar, Moataz ;
Sharaf, Adel M. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (01) :247-256
[2]   A novel strategy for optimal placement of locally controlled voltage regulators in traditional distribution systems [J].
Attar, Mehdi ;
Homaee, Omid ;
Falaghi, Hamid ;
Siano, Pierluigi .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 96 :11-22
[3]  
Ballanti A, 2015, AUSTR UNIV POWER ENG
[4]  
Baudot Clement, 2017, CIRED - Open Access Proceedings Journal, V2017, P1120, DOI 10.1049/oap-cired.2017.1060
[5]   Experimental Determination of the ZIP Coefficients for Modern Residential, Commercial, and Industrial Loads [J].
Bokhari, Abdullah ;
Alkan, Ali ;
Dogan, Rasim ;
Diaz-Aguilo, Marc ;
de Leon, Francisco ;
Czarkowski, Dariusz ;
Zabar, Zivan ;
Birenbaum, Leo ;
Noel, Anthony ;
Uosef, Resk Ebrahem .
IEEE TRANSACTIONS ON POWER DELIVERY, 2014, 29 (03) :1372-1381
[6]  
Brito HR, 2018, INT CONF IND APPL, P1252, DOI 10.1109/INDUSCON.2018.8627230
[7]  
Carneiro AS, 2017, 2017 IEEE MANCHESTER POWERTECH
[8]  
Casillas GI, 2017, 2017 IEEE PES INN SM, P1
[9]   The online voltage control of ULTC transformer for distribution voltage regulation [J].
Choi, JH ;
Kim, JC .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2001, 23 (02) :91-98
[10]   Zoning Evaluation for Voltage Optimization in Distribution Networks with Distributed Energy Resources [J].
Di Fazio, Anna Rita ;
Russo, Mario ;
De Santis, Michele .
ENERGIES, 2019, 12 (03)