Two-level planning for coordination of energy storage systems and wind-solar-diesel units in active distribution networks

The optimal operation strategy of active distribution networks is investigated by this paper. The energy storage system (ESS) and distributed generation (DG) are utilized in the proposed planning. The paper presents two-level planning including short term and long term planning. The long term planni...

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Veröffentlicht in:	Energy (Oxford) Jg. 151; S. 954 - 965
Hauptverfasser:	Mahdavi, Sajad, Hemmati, Reza, Jirdehi, Mehdi Ahmadi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Oxford Elsevier Ltd 15.05.2018 Elsevier BV
Schlagworte:	Active distribution network Algorithms cost effectiveness Depth of discharge Design optimization Diesel Discharge Distributed generation Electricity generation Energy Energy storage Energy storage system Generations Integer programming Long term planning Mixed integer Networks Objective function Optimization Photovoltaic cells Photovoltaics planning Reactive power Short term planning Solar cells Solar energy Stochastic planning Storage systems uncertainty wind Stochastic planning Short term planning Distributed generation Active distribution network Energy storage system Depth of discharge
ISSN:	0360-5442, 1873-6785
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Abstract	The optimal operation strategy of active distribution networks is investigated by this paper. The energy storage system (ESS) and distributed generation (DG) are utilized in the proposed planning. The paper presents two-level planning including short term and long term planning. The long term planning installs ESSs and diesel DGs on the network and the short term one determines an hourly optimal operation strategy for ESSs and diesel DGs. Different types of DG including solar photovoltaic (PV), wind, and diesel are studied at the same time. The objective function of the planning is to minimize annual operation cost of distribution network subject to security constraints of the network. The uncertainty of solar-wind units is estimated by many scenarios and stochastic programming is carried out to solve the problem. The proposed problem is expressed as a nonlinear mixed integer programming and solved by modified PSO algorithm. In order to cope with the real conditions, reactive power of ESSs and diesel DGs are included in the problem. Depth of discharge is also considered as a design variable and optimized for ESSs. The planning optimizes a large number of design variables at the same time including size and location of ESSs and diesel DGs, daily operation of diesel DGs, daily charging-discharging pattern of ESSs, and optimal depth of discharge for ESSs. The results demonstrate that the proposed two-level planning can effectively reduce cost and losses as well as increase efficiency and performance of the network. •A short-term planning is carried out together with long term planning.•Long term planning optimally installs distributed generations and batteries.•Short term planning optimizes hourly operation of generation units and batteries.•Active-reactive powers are considered for distributed generations and batteries.•Depth of discharge is considered as a design variable and optimized for batteries.
AbstractList	The optimal operation strategy of active distribution networks is investigated by this paper. The energy storage system (ESS) and distributed generation (DG) are utilized in the proposed planning. The paper presents two-level planning including short term and long term planning. The long term planning installs ESSs and diesel DGs on the network and the short term one determines an hourly optimal operation strategy for ESSs and diesel DGs. Different types of DG including solar photovoltaic (PV), wind, and diesel are studied at the same time. The objective function of the planning is to minimize annual operation cost of distribution network subject to security constraints of the network. The uncertainty of solar-wind units is estimated by many scenarios and stochastic programming is carried out to solve the problem. The proposed problem is expressed as a nonlinear mixed integer programming and solved by modified PSO algorithm. In order to cope with the real conditions, reactive power of ESSs and diesel DGs are included in the problem. Depth of discharge is also considered as a design variable and optimized for ESSs. The planning optimizes a large number of design variables at the same time including size and location of ESSs and diesel DGs, daily operation of diesel DGs, daily charging-discharging pattern of ESSs, and optimal depth of discharge for ESSs. The results demonstrate that the proposed two-level planning can effectively reduce cost and losses as well as increase efficiency and performance of the network. •A short-term planning is carried out together with long term planning.•Long term planning optimally installs distributed generations and batteries.•Short term planning optimizes hourly operation of generation units and batteries.•Active-reactive powers are considered for distributed generations and batteries.•Depth of discharge is considered as a design variable and optimized for batteries. The optimal operation strategy of active distribution networks is investigated by this paper. The energy storage system (ESS) and distributed generation (DG) are utilized in the proposed planning. The paper presents two-level planning including short term and long term planning. The long term planning installs ESSs and diesel DGs on the network and the short term one determines an hourly optimal operation strategy for ESSs and diesel DGs. Different types of DG including solar photovoltaic (PV), wind, and diesel are studied at the same time. The objective function of the planning is to minimize annual operation cost of distribution network subject to security constraints of the network. The uncertainty of solar-wind units is estimated by many scenarios and stochastic programming is carried out to solve the problem. The proposed problem is expressed as a nonlinear mixed integer programming and solved by modified PSO algorithm. In order to cope with the real conditions, reactive power of ESSs and diesel DGs are included in the problem. Depth of discharge is also considered as a design variable and optimized for ESSs. The planning optimizes a large number of design variables at the same time including size and location of ESSs and diesel DGs, daily operation of diesel DGs, daily charging-discharging pattern of ESSs, and optimal depth of discharge for ESSs. The results demonstrate that the proposed two-level planning can effectively reduce cost and losses as well as increase efficiency and performance of the network.
Author	Mahdavi, Sajad Jirdehi, Mehdi Ahmadi Hemmati, Reza
Author_xml	– sequence: 1 givenname: Sajad surname: Mahdavi fullname: Mahdavi, Sajad email: smahdavik@gmail.com – sequence: 2 givenname: Reza surname: Hemmati fullname: Hemmati, Reza email: r.hemmati@kut.ac.ir – sequence: 3 givenname: Mehdi Ahmadi surname: Jirdehi fullname: Jirdehi, Mehdi Ahmadi email: m.ahmadi@kut.ac.ir
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Cites_doi	10.1016/j.enconman.2016.07.025 10.1016/j.apenergy.2015.12.045 10.1016/j.enconman.2017.08.041 10.1016/j.jclepro.2017.04.174 10.1016/j.apenergy.2017.08.040 10.1016/j.apenergy.2016.05.014 10.1016/j.apenergy.2014.09.081 10.1016/j.rser.2017.06.067 10.1109/TSTE.2011.2166281 10.1016/j.energy.2017.12.132 10.1109/TSG.2013.2282504 10.1016/j.ijepes.2016.02.042 10.1016/j.asoc.2017.05.057 10.1016/j.ijepes.2005.11.016 10.1109/TIA.2016.2598724 10.1016/j.epsr.2017.06.016 10.1109/TIA.2016.2531639 10.1016/j.energy.2016.10.113 10.1016/j.enconman.2017.06.071 10.1016/j.rser.2017.03.034 10.1016/j.rser.2014.10.011 10.1016/j.apenergy.2017.06.046 10.1016/j.energy.2016.12.010 10.1109/TSTE.2015.2487360 10.1016/j.jclepro.2018.03.062 10.1016/j.epsr.2017.10.013 10.1109/TPWRS.2015.2404533 10.1016/j.jestch.2017.05.001 10.1016/j.epsr.2005.05.008 10.1016/j.energy.2017.06.081 10.1016/j.apenergy.2016.08.190 10.1016/j.apenergy.2016.05.047 10.1109/TSTE.2014.2376356 10.1016/j.apenergy.2016.11.044 10.1016/j.apenergy.2017.05.048
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Keywords	Stochastic planning Short term planning Distributed generation Active distribution network Energy storage system Depth of discharge
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References	Greenwood, Lim, Patsios, Lyons, Lim, Taylor (bib10) 2017; 203 Daghi, Sedghi, Ahmadian, Aliakbar-Golkar (bib25) 2016 Dec 1; 183 Kim (bib18) 2018; 150 ben oualid Medani K, Sayah S, Bekrar A. "Whale optimization algorithm based optimal reactive power dispatch: a case study of the Algerian power system". Electr Power Syst Res. 2 Reddy, Chakrapani, Goswami, Choudhury (bib12) 2017 Jun 1; 20 Jayasekara, Masoum, Wolfs (bib11) 2016; 7 Hajipour, Bozorg, Fotuhi-Firuzabad (bib26) 2015; 6 Reza (bib34) 2017; 159 Singh, Sharma (bib1) 2017; 76 Yunusov, Frame, Holderbaum, Potter (bib4) 2016; 165 Rad, Moravej (bib16) 2017 Feb 1; 120 Koltsaklis, Nazos (bib19) 2017 Nov 1; 205 Mei, Sulaiman, Mustaffa, Daniyal (bib23) 2017 Oct 1; 59 Zakeri, Syri (bib33) 2015 Feb 1; 42 Yang, Li, Aichhorn, Zheng, Greenleaf (bib24) 2014 Mar; 5 Reza (bib36) 1 June 2018; 185 Gkaidatzis, Bouhouras, Doukas, Sgouras, Labridis (bib13) 2017 Nov 1; 152 Mendez, Rivier, De La Fuente, Gomez, Arceluz, Marin (bib14) 2006 May 1; 28 Ahmadian, Sedghi, Elkamel, Fowler, Golkar (bib29) 2018; 81 Biswas, Suganthan, Amaratunga (bib20) 2017 Sep 15; 148 Ahmadian, Sedghi, Aliakbar-Golkar, Fowler, Elkamel (bib30) 2016 Sep 15; 124 Bhattacharyya, Babu (bib22) 2016 Oct 1; 81 Delgado-Antillón, Domínguez-Navarro (bib17) 2018 Feb 28; 155 Hemmati, Saboori, Siano (bib5) 2017 Sep 1; 134 Zafirakis, Chalvatzis, Baiocchi, Daskalakis (bib6) 2016; 184 Zou, Agalgaonkar, Muttaqi, Perera (bib15) 2012 Jan; 3 Parra, Norman, Walker, Gillott (bib3) 2017; 200 Guan, Vasquez, Guerrero (bib28) 2016; 52 Sedghi, Ahmadian, Aliakbar-Golkar (bib2) 2016 Jan; 31 Fantauzzi, Lauria, Mottola, Scalfati (bib7) 2017; 187 Eminoglu, Hocaoglu (bib32) 2005; 76 Abdelrazek, Kamalasadan (bib8) 2016; 52 Luo, Wang, Dooner, Clarke (bib27) 2015; 137 Bornapour, Hooshmand, Khodabakhshian, Parastegari (bib31) 2017 Oct 15; 150 de Sisternes, Jenkins Jesse, Botterud (bib9) 2016; 175 Sohrabi Tabar, Ahmadi Jirdehi, Hemmati (bib35) 2017; 118 de Sisternes (10.1016/j.energy.2018.03.123_bib9) 2016; 175 Koltsaklis (10.1016/j.energy.2018.03.123_bib19) 2017; 205 Luo (10.1016/j.energy.2018.03.123_bib27) 2015; 137 Bhattacharyya (10.1016/j.energy.2018.03.123_bib22) 2016; 81 Guan (10.1016/j.energy.2018.03.123_bib28) 2016; 52 Zakeri (10.1016/j.energy.2018.03.123_bib33) 2015; 42 Sohrabi Tabar (10.1016/j.energy.2018.03.123_bib35) 2017; 118 Hajipour (10.1016/j.energy.2018.03.123_bib26) 2015; 6 Ahmadian (10.1016/j.energy.2018.03.123_bib30) 2016; 124 Mei (10.1016/j.energy.2018.03.123_bib23) 2017; 59 Zafirakis (10.1016/j.energy.2018.03.123_bib6) 2016; 184 Reza (10.1016/j.energy.2018.03.123_bib34) 2017; 159 Kim (10.1016/j.energy.2018.03.123_bib18) 2018; 150 Biswas (10.1016/j.energy.2018.03.123_bib20) 2017; 148 10.1016/j.energy.2018.03.123_bib21 Yunusov (10.1016/j.energy.2018.03.123_bib4) 2016; 165 Bornapour (10.1016/j.energy.2018.03.123_bib31) 2017; 150 Zou (10.1016/j.energy.2018.03.123_bib15) 2012; 3 Daghi (10.1016/j.energy.2018.03.123_bib25) 2016; 183 Ahmadian (10.1016/j.energy.2018.03.123_bib29) 2018; 81 Singh (10.1016/j.energy.2018.03.123_bib1) 2017; 76 Reddy (10.1016/j.energy.2018.03.123_bib12) 2017; 20 Reza (10.1016/j.energy.2018.03.123_bib36) 2018; 185 Fantauzzi (10.1016/j.energy.2018.03.123_bib7) 2017; 187 Mendez (10.1016/j.energy.2018.03.123_bib14) 2006; 28 Rad (10.1016/j.energy.2018.03.123_bib16) 2017; 120 Greenwood (10.1016/j.energy.2018.03.123_bib10) 2017; 203 Eminoglu (10.1016/j.energy.2018.03.123_bib32) 2005; 76 Parra (10.1016/j.energy.2018.03.123_bib3) 2017; 200 Abdelrazek (10.1016/j.energy.2018.03.123_bib8) 2016; 52 Delgado-Antillón (10.1016/j.energy.2018.03.123_bib17) 2018; 155 Sedghi (10.1016/j.energy.2018.03.123_bib2) 2016; 31 Hemmati (10.1016/j.energy.2018.03.123_bib5) 2017; 134 Gkaidatzis (10.1016/j.energy.2018.03.123_bib13) 2017; 152 Yang (10.1016/j.energy.2018.03.123_bib24) 2014; 5 Jayasekara (10.1016/j.energy.2018.03.123_bib11) 2016; 7
References_xml	– volume: 205 start-page: 1364 year: 2017 Nov 1 end-page: 1383 ident: bib19 article-title: A stochastic MILP energy planning model incorporating power market dynamics publication-title: Appl Energy – volume: 5 start-page: 982 year: 2014 Mar end-page: 991 ident: bib24 article-title: Sizing strategy of distributed battery storage system with high penetration of photovoltaic for voltage regulation and peak load shaving publication-title: IEEE Trans Smart Grid – volume: 6 start-page: 491 year: 2015 end-page: 498 ident: bib26 article-title: Stochastic capacity expansion planning of remote microgrids with wind farms and energy storage publication-title: IEEE Trans Sustain Energy – volume: 76 start-page: 529 year: 2017 end-page: 544 ident: bib1 article-title: A review on distributed generation planning publication-title: Renew Sustain Energy Rev – volume: 200 start-page: 358 year: 2017 end-page: 369 ident: bib3 article-title: Optimum community energy storage for renewable energy and demand load management publication-title: Appl Energy – reference: ben oualid Medani K, Sayah S, Bekrar A. "Whale optimization algorithm based optimal reactive power dispatch: a case study of the Algerian power system". Electr Power Syst Res. 2 – volume: 155 start-page: 225 year: 2018 Feb 28 end-page: 235 ident: bib17 article-title: Probabilistic siting and sizing of energy storage systems in distribution power systems based on the islanding feature publication-title: Electr Power Syst Res – volume: 175 start-page: 368 year: 2016 end-page: 379 ident: bib9 article-title: The value of energy storage in decarbonizing the electricity sector publication-title: Appl Energy – volume: 42 start-page: 569 year: 2015 Feb 1 end-page: 596 ident: bib33 article-title: Electrical energy storage systems: a comparative life cycle cost analysis publication-title: Renew Sustain Energy Rev – volume: 7 start-page: 250 year: 2016 end-page: 261 ident: bib11 article-title: Optimal operation of distributed energy storage systems to improve distribution network load and generation hosting capability publication-title: IEEE Trans Sustain Energy – volume: 124 start-page: 231 year: 2016 Sep 15 end-page: 246 ident: bib30 article-title: Two-layer optimization methodology for wind distributed generation planning considering plug-in electric vehicles uncertainty: a flexible active-reactive power approach publication-title: Energy Convers Manag – volume: 28 start-page: 244 year: 2006 May 1 end-page: 252 ident: bib14 article-title: Impact of distributed generation on distribution investment deferral publication-title: Int J Electr Power & Energy Syst – volume: 3 start-page: 112 year: 2012 Jan end-page: 123 ident: bib15 article-title: Distribution system planning with incorporating DG reactive capability and system uncertainties publication-title: IEEE Trans Sustain Energy – volume: 120 start-page: 996 year: 2017 Feb 1 end-page: 1011 ident: bib16 article-title: Coordinated transmission substations and sub-transmission networks expansion planning incorporating distributed generation publication-title: Energy – volume: 203 start-page: 115 year: 2017 end-page: 127 ident: bib10 article-title: Frequency response services designed for energy storage publication-title: Appl Energy – volume: 118 start-page: 827 year: 2017 end-page: 839 ident: bib35 article-title: Energy management in microgrid based on the multi objective stochastic programming incorporating portable renewable energy resource as demand response option publication-title: Energy – volume: 134 start-page: 699 year: 2017 Sep 1 end-page: 708 ident: bib5 article-title: Coordinated short-term scheduling and long-term expansion planning in microgrids incorporating renewable energy resources and energy storage systems publication-title: Energy – volume: 20 start-page: 825 year: 2017 Jun 1 end-page: 832 ident: bib12 article-title: Optimal distributed generation placement in distribution system to improve reliability and critical loads pick up after natural disasters publication-title: Eng Sci Technol Int J – volume: 150 start-page: 642 year: 2018 end-page: 652 ident: bib18 article-title: Optimal capacity of storage systems and photovoltaic systems able to control reactive power using the sensitivity analysis method publication-title: Energy – volume: 159 start-page: 106 year: 2017 end-page: 118 ident: bib34 article-title: Technical and economic analysis of home energy management system incorporating small-scale wind turbine and battery energy storage system publication-title: J Clean Prod – volume: 187 start-page: 862 year: 2017 end-page: 872 ident: bib7 article-title: Sizing energy storage systems in DC networks: a general methodology based upon power losses minimization publication-title: Appl Energy – volume: 81 start-page: 2609 year: 2018 end-page: 2624 ident: bib29 article-title: Plug-in electric vehicle batteries degradation modeling for smart grid studies: review, assessment and conceptual framework publication-title: Renew Sustain Energy Rev – volume: 76 start-page: 106 year: 2005 end-page: 114 ident: bib32 article-title: A new power flow method for radial distribution systems including voltage dependent load models publication-title: Electr Power Syst Res – volume: 152 start-page: 36 year: 2017 Nov 1 end-page: 47 ident: bib13 article-title: Load variations impact on optimal DG placement problem concerning energy loss reduction publication-title: Electr Power Syst Res – volume: 150 start-page: 725 year: 2017 Oct 15 end-page: 741 ident: bib31 article-title: Optimal stochastic scheduling of CHP-PEMFC, WT, PV units and hydrogen storage in reconfigurable micro grids considering reliability enhancement publication-title: Energy Convers Manag – volume: 81 start-page: 248 year: 2016 Oct 1 end-page: 253 ident: bib22 article-title: Teaching Learning Based Optimization algorithm for reactive power planning publication-title: Int J Electr Power & Energy Syst – volume: 137 start-page: 511 year: 2015 end-page: 536 ident: bib27 article-title: Overview of current development in electrical energy storage technologies and the application potential in power system operation publication-title: Appl Energy – volume: 185 start-page: 680 year: 1 June 2018 end-page: 693 ident: bib36 article-title: Optimal design and operation of energy storage systems and generators in the network installed with wind turbines considering practical characteristics of storage units as design variable publication-title: J Clean Prod – volume: 52 start-page: 5019 year: 2016 end-page: 5028 ident: bib28 article-title: Coordinated secondary control for balanced discharge rate of energy storage system in islanded AC microgrids publication-title: IEEE Trans Ind Appl – volume: 31 start-page: 304 year: 2016 Jan end-page: 316 ident: bib2 article-title: Optimal storage planning in active distribution network considering uncertainty of wind power distributed generation publication-title: IEEE Trans Power Syst – volume: 59 start-page: 210 year: 2017 Oct 1 end-page: 222 ident: bib23 article-title: Optimal reactive power dispatch solution by loss minimization using moth-flame optimization technique publication-title: Appl Soft Comput – volume: 184 start-page: 971 year: 2016 end-page: 986 ident: bib6 article-title: The value of arbitrage for energy storage: evidence from European electricity markets publication-title: Appl Energy – volume: 52 start-page: 2607 year: 2016 end-page: 2617 ident: bib8 article-title: Integrated PV capacity firming and energy time shift battery energy storage management using energy-oriented optimization publication-title: IEEE Trans Ind Appl – volume: 148 start-page: 1194 year: 2017 Sep 15 end-page: 1207 ident: bib20 article-title: Optimal power flow solutions incorporating stochastic wind and solar power" publication-title: Energy Convers Manag – volume: 183 start-page: 456 year: 2016 Dec 1 end-page: 469 ident: bib25 article-title: Factor analysis based optimal storage planning in active distribution network considering different battery technologies publication-title: Appl Energy – volume: 165 start-page: 202 year: 2016 end-page: 213 ident: bib4 article-title: The impact of location and type on the performance of low-voltage network connected battery energy storage systems publication-title: Appl Energy – volume: 124 start-page: 231 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib30 article-title: Two-layer optimization methodology for wind distributed generation planning considering plug-in electric vehicles uncertainty: a flexible active-reactive power approach publication-title: Energy Convers Manag doi: 10.1016/j.enconman.2016.07.025 – volume: 165 start-page: 202 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib4 article-title: The impact of location and type on the performance of low-voltage network connected battery energy storage systems publication-title: Appl Energy doi: 10.1016/j.apenergy.2015.12.045 – volume: 150 start-page: 725 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib31 article-title: Optimal stochastic scheduling of CHP-PEMFC, WT, PV units and hydrogen storage in reconfigurable micro grids considering reliability enhancement publication-title: Energy Convers Manag doi: 10.1016/j.enconman.2017.08.041 – volume: 159 start-page: 106 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib34 article-title: Technical and economic analysis of home energy management system incorporating small-scale wind turbine and battery energy storage system publication-title: J Clean Prod doi: 10.1016/j.jclepro.2017.04.174 – volume: 205 start-page: 1364 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib19 article-title: A stochastic MILP energy planning model incorporating power market dynamics publication-title: Appl Energy doi: 10.1016/j.apenergy.2017.08.040 – volume: 175 start-page: 368 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib9 article-title: The value of energy storage in decarbonizing the electricity sector publication-title: Appl Energy doi: 10.1016/j.apenergy.2016.05.014 – volume: 137 start-page: 511 year: 2015 ident: 10.1016/j.energy.2018.03.123_bib27 article-title: Overview of current development in electrical energy storage technologies and the application potential in power system operation publication-title: Appl Energy doi: 10.1016/j.apenergy.2014.09.081 – volume: 81 start-page: 2609 issue: 2 year: 2018 ident: 10.1016/j.energy.2018.03.123_bib29 article-title: Plug-in electric vehicle batteries degradation modeling for smart grid studies: review, assessment and conceptual framework publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2017.06.067 – volume: 3 start-page: 112 issue: 1 year: 2012 ident: 10.1016/j.energy.2018.03.123_bib15 article-title: Distribution system planning with incorporating DG reactive capability and system uncertainties publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2011.2166281 – volume: 150 start-page: 642 year: 2018 ident: 10.1016/j.energy.2018.03.123_bib18 article-title: Optimal capacity of storage systems and photovoltaic systems able to control reactive power using the sensitivity analysis method publication-title: Energy doi: 10.1016/j.energy.2017.12.132 – volume: 5 start-page: 982 issue: 2 year: 2014 ident: 10.1016/j.energy.2018.03.123_bib24 article-title: Sizing strategy of distributed battery storage system with high penetration of photovoltaic for voltage regulation and peak load shaving publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2013.2282504 – volume: 81 start-page: 248 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib22 article-title: Teaching Learning Based Optimization algorithm for reactive power planning publication-title: Int J Electr Power & Energy Syst doi: 10.1016/j.ijepes.2016.02.042 – volume: 59 start-page: 210 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib23 article-title: Optimal reactive power dispatch solution by loss minimization using moth-flame optimization technique publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.05.057 – volume: 28 start-page: 244 issue: 4 year: 2006 ident: 10.1016/j.energy.2018.03.123_bib14 article-title: Impact of distributed generation on distribution investment deferral publication-title: Int J Electr Power & Energy Syst doi: 10.1016/j.ijepes.2005.11.016 – volume: 52 start-page: 5019 issue: 6 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib28 article-title: Coordinated secondary control for balanced discharge rate of energy storage system in islanded AC microgrids publication-title: IEEE Trans Ind Appl doi: 10.1109/TIA.2016.2598724 – volume: 152 start-page: 36 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib13 article-title: Load variations impact on optimal DG placement problem concerning energy loss reduction publication-title: Electr Power Syst Res doi: 10.1016/j.epsr.2017.06.016 – volume: 52 start-page: 2607 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib8 article-title: Integrated PV capacity firming and energy time shift battery energy storage management using energy-oriented optimization publication-title: IEEE Trans Ind Appl doi: 10.1109/TIA.2016.2531639 – volume: 118 start-page: 827 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib35 article-title: Energy management in microgrid based on the multi objective stochastic programming incorporating portable renewable energy resource as demand response option publication-title: Energy doi: 10.1016/j.energy.2016.10.113 – volume: 148 start-page: 1194 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib20 article-title: Optimal power flow solutions incorporating stochastic wind and solar power" publication-title: Energy Convers Manag doi: 10.1016/j.enconman.2017.06.071 – volume: 76 start-page: 529 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib1 article-title: A review on distributed generation planning publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2017.03.034 – volume: 42 start-page: 569 year: 2015 ident: 10.1016/j.energy.2018.03.123_bib33 article-title: Electrical energy storage systems: a comparative life cycle cost analysis publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2014.10.011 – volume: 203 start-page: 115 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib10 article-title: Frequency response services designed for energy storage publication-title: Appl Energy doi: 10.1016/j.apenergy.2017.06.046 – volume: 120 start-page: 996 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib16 article-title: Coordinated transmission substations and sub-transmission networks expansion planning incorporating distributed generation publication-title: Energy doi: 10.1016/j.energy.2016.12.010 – volume: 7 start-page: 250 issue: 1 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib11 article-title: Optimal operation of distributed energy storage systems to improve distribution network load and generation hosting capability publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2015.2487360 – volume: 185 start-page: 680 year: 2018 ident: 10.1016/j.energy.2018.03.123_bib36 article-title: Optimal design and operation of energy storage systems and generators in the network installed with wind turbines considering practical characteristics of storage units as design variable publication-title: J Clean Prod doi: 10.1016/j.jclepro.2018.03.062 – volume: 155 start-page: 225 year: 2018 ident: 10.1016/j.energy.2018.03.123_bib17 article-title: Probabilistic siting and sizing of energy storage systems in distribution power systems based on the islanding feature publication-title: Electr Power Syst Res doi: 10.1016/j.epsr.2017.10.013 – volume: 31 start-page: 304 issue: 1 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib2 article-title: Optimal storage planning in active distribution network considering uncertainty of wind power distributed generation publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2015.2404533 – volume: 20 start-page: 825 issue: 3 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib12 article-title: Optimal distributed generation placement in distribution system to improve reliability and critical loads pick up after natural disasters publication-title: Eng Sci Technol Int J doi: 10.1016/j.jestch.2017.05.001 – volume: 76 start-page: 106 year: 2005 ident: 10.1016/j.energy.2018.03.123_bib32 article-title: A new power flow method for radial distribution systems including voltage dependent load models publication-title: Electr Power Syst Res doi: 10.1016/j.epsr.2005.05.008 – volume: 134 start-page: 699 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib5 article-title: Coordinated short-term scheduling and long-term expansion planning in microgrids incorporating renewable energy resources and energy storage systems publication-title: Energy doi: 10.1016/j.energy.2017.06.081 – ident: 10.1016/j.energy.2018.03.123_bib21 – volume: 183 start-page: 456 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib25 article-title: Factor analysis based optimal storage planning in active distribution network considering different battery technologies publication-title: Appl Energy doi: 10.1016/j.apenergy.2016.08.190 – volume: 184 start-page: 971 year: 2016 ident: 10.1016/j.energy.2018.03.123_bib6 article-title: The value of arbitrage for energy storage: evidence from European electricity markets publication-title: Appl Energy doi: 10.1016/j.apenergy.2016.05.047 – volume: 6 start-page: 491 issue: 2 year: 2015 ident: 10.1016/j.energy.2018.03.123_bib26 article-title: Stochastic capacity expansion planning of remote microgrids with wind farms and energy storage publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2014.2376356 – volume: 187 start-page: 862 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib7 article-title: Sizing energy storage systems in DC networks: a general methodology based upon power losses minimization publication-title: Appl Energy doi: 10.1016/j.apenergy.2016.11.044 – volume: 200 start-page: 358 year: 2017 ident: 10.1016/j.energy.2018.03.123_bib3 article-title: Optimum community energy storage for renewable energy and demand load management publication-title: Appl Energy doi: 10.1016/j.apenergy.2017.05.048
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Snippet	The optimal operation strategy of active distribution networks is investigated by this paper. The energy storage system (ESS) and distributed generation (DG)...
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SubjectTerms	Active distribution network Algorithms cost effectiveness Depth of discharge Design optimization Diesel Discharge Distributed generation Electricity generation Energy Energy storage Energy storage system Generations Integer programming Long term planning Mixed integer Networks Objective function Optimization Photovoltaic cells Photovoltaics planning Reactive power Short term planning Solar cells Solar energy Stochastic planning Storage systems uncertainty wind
Title	Two-level planning for coordination of energy storage systems and wind-solar-diesel units in active distribution networks
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