Design and analysis of an aging‐aware energy management system for islanded grids using mixed‐integer quadratic programming

Summary The rapid increase of renewable energy sources made coordinated control of the distributed and intermittent generation units a more demanded task. Matching demand and supply is particularly challenging in islanded microgrids. In this study, we have demonstrated a mixed‐integer quadratic prog...

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Veröffentlicht in:International journal of energy research Jg. 43; H. 9; S. 4127 - 4147
Hauptverfasser: Kumtepeli, Volkan, Zhao, Yulong, Naumann, Maik, Tripathi, Anshuman, Wang, Youyi, Jossen, Andreas, Hesse, Holger
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Bognor Regis John Wiley & Sons, Inc 01.07.2019
Schlagworte:
Ageing
Aging
battery aging
case study
Diesel
Diesel fuels
Diesel generators
Distributed generation
Electric power grids
Electrical loads
Electricity consumption
Energy management
energy management system (EMS)
Energy resources
Energy storage
Environmental management
Integers
Lithium
Lithium-ion batteries
lithium‐ion battery (LIB)
microgrid
mixed‐integer quadratic programming (MIQP)
model predictive control
Objective function
Optimization
Pollution sources
Quadratic programming
Renewable energy
Renewable energy sources
Renewable resources
Resource management
Sensitivity analysis
unit commitment
ISSN:0363-907X, 1099-114X
Online-Zugang:Volltext
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Abstract Summary The rapid increase of renewable energy sources made coordinated control of the distributed and intermittent generation units a more demanded task. Matching demand and supply is particularly challenging in islanded microgrids. In this study, we have demonstrated a mixed‐integer quadratic programming (MIQP) method to achieve efficient use of sources within an islanded microgrid. A unique objective function involving fuel consumption of diesel generator, degradation in a lithium‐ion battery energy storage system, carbon emissions, load shifting, and curtailment of the renewable sources is constructed, and an optimal operating point is pursued using the MIQP approach. A systematic and extensive methodology for building the objective function is given in a sequential and explicit manner with an emphasis on a novel model‐based battery aging formulation. Performance of the designed system and a sensitivity analysis of resulting battery dispatch, diesel generator usage, and storage aging against a range of optimization parameters are presented by considering real‐world specifications of the Semakau Island, an island in the vicinity of Singapore. A systematic methodology based on mixed‐integer quadratic programming is used to build an aging‐aware energy management system for islanded microgrids. To model the storage system behavior and to enable practitioners to test and simulate their systems, an open‐source platform called SimSES is adopted. Considering the abovementioned model and algorithm, a lifetime analysis for LFP‐type lithium‐ion batteries is numerically investigated through batch simulations.
AbstractList The rapid increase of renewable energy sources made coordinated control of the distributed and intermittent generation units a more demanded task. Matching demand and supply is particularly challenging in islanded microgrids. In this study, we have demonstrated a mixed‐integer quadratic programming (MIQP) method to achieve efficient use of sources within an islanded microgrid. A unique objective function involving fuel consumption of diesel generator, degradation in a lithium‐ion battery energy storage system, carbon emissions, load shifting, and curtailment of the renewable sources is constructed, and an optimal operating point is pursued using the MIQP approach. A systematic and extensive methodology for building the objective function is given in a sequential and explicit manner with an emphasis on a novel model‐based battery aging formulation. Performance of the designed system and a sensitivity analysis of resulting battery dispatch, diesel generator usage, and storage aging against a range of optimization parameters are presented by considering real‐world specifications of the Semakau Island, an island in the vicinity of Singapore.
Summary The rapid increase of renewable energy sources made coordinated control of the distributed and intermittent generation units a more demanded task. Matching demand and supply is particularly challenging in islanded microgrids. In this study, we have demonstrated a mixed‐integer quadratic programming (MIQP) method to achieve efficient use of sources within an islanded microgrid. A unique objective function involving fuel consumption of diesel generator, degradation in a lithium‐ion battery energy storage system, carbon emissions, load shifting, and curtailment of the renewable sources is constructed, and an optimal operating point is pursued using the MIQP approach. A systematic and extensive methodology for building the objective function is given in a sequential and explicit manner with an emphasis on a novel model‐based battery aging formulation. Performance of the designed system and a sensitivity analysis of resulting battery dispatch, diesel generator usage, and storage aging against a range of optimization parameters are presented by considering real‐world specifications of the Semakau Island, an island in the vicinity of Singapore. A systematic methodology based on mixed‐integer quadratic programming is used to build an aging‐aware energy management system for islanded microgrids. To model the storage system behavior and to enable practitioners to test and simulate their systems, an open‐source platform called SimSES is adopted. Considering the abovementioned model and algorithm, a lifetime analysis for LFP‐type lithium‐ion batteries is numerically investigated through batch simulations.
Author Zhao, Yulong
Jossen, Andreas
Kumtepeli, Volkan
Hesse, Holger
Wang, Youyi
Naumann, Maik
Tripathi, Anshuman
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  surname: Kumtepeli
  fullname: Kumtepeli, Volkan
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  organization: Nanyang Technological University
– sequence: 2
  givenname: Yulong
  surname: Zhao
  fullname: Zhao, Yulong
  organization: Technical University Munich
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  givenname: Maik
  orcidid: 0000-0002-1995-3069
  surname: Naumann
  fullname: Naumann, Maik
  organization: Technical University Munich
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  givenname: Anshuman
  surname: Tripathi
  fullname: Tripathi, Anshuman
  organization: Nanyang Technological University
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  givenname: Youyi
  surname: Wang
  fullname: Wang, Youyi
  organization: Nanyang Technological University
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  givenname: Andreas
  orcidid: 0000-0003-0964-1405
  surname: Jossen
  fullname: Jossen, Andreas
  organization: Technical University Munich
– sequence: 7
  givenname: Holger
  orcidid: 0000-0002-6670-2684
  surname: Hesse
  fullname: Hesse, Holger
  organization: Technical University Munich
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Cites_doi 10.1016/j.rser.2014.01.016
10.1109/TPWRS.2016.2626392
10.1109/TSG.2016.2606490
10.1016/j.apenergy.2018.04.130
10.1109/SmartGridComm.2014.7007646
10.1109/ICDCM.2017.8001106
10.1109/AIM.2018.8452328
10.1016/j.jpowsour.2014.02.043
10.1016/j.jpowsour.2018.01.004
10.1016/j.rser.2010.12.008
10.3390/en10122107
10.1016/j.jpowsour.2017.05.110
10.1016/j.enconman.2013.07.053
10.1109/SmartGridComm.2011.6102375
10.1109/TSG.2013.2294187
10.1016/j.jpowsour.2012.05.012
10.1016/j.tej.2016.07.003
10.1109/TIA.2015.2405500
10.1109/ACEPT.2016.7811530
10.1109/TCST.2013.2295737
10.1016/j.jpowsour.2014.02.012
10.1002/er.3902
10.1109/TPWRS.2013.2244104
10.1109/IECON.2013.6700458
10.1049/iet-rpg.2010.0052
10.1109/CEC.2016.7743811
10.1109/CITRES.2010.5619782
10.1016/j.mattod.2014.10.040
10.3390/en10070835
10.1109/ICPE.2015.7167826
10.1016/S0378-7753(01)00722-4
10.1109/ISGTEurope.2012.6465822
10.1002/er.4010
10.1016/j.epsr.2014.12.019
10.3182/20110828-6-IT-1002.01104
10.1109/TPWRS.2006.876672
10.1016/j.solener.2006.12.009
10.1109/JSYST.2011.2163020
10.1109/TSG.2012.2231440
10.1109/EEEIC.2016.7555486
10.3182/20120606-3-NL-3011.00061
10.1016/j.energy.2017.11.154
10.1109/TSG.2018.2829120
10.1016/j.enconman.2013.11.042
10.1109/SmartGridComm.2011.6102317
10.1109/TPEL.2016.2581021
10.1016/j.rser.2010.03.019
10.1109/PES.2011.6039527
10.1016/j.ast.2018.02.020
10.1109/TIE.2017.2779411
10.1016/j.jpowsour.2005.01.006
10.1016/j.renene.2012.05.008
10.1016/j.jpowsour.2010.11.134
10.1016/j.rser.2007.06.004
10.1016/j.jpowsour.2016.03.042
10.1016/j.segan.2018.05.001
10.1109/PTC.2013.6652329
10.1109/TPWRS.2017.2746261
10.1039/C0EE00029A
10.1016/j.apenergy.2017.07.007
10.1002/er.3607
10.1109/SAMI.2012.6208995
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References 2013; 4
2010; 14
2013; 28
2011July
2011; 15
2011; 196
2014; 257
2014; 22
2018; 9
2018; 210
2014; 5
2006; 21
2016; 316
2005; 147
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2018; 379
2017; 79
2017; 360
2018; 33
20173; 41
2018; 76
2012; 215
2001; 97
20186; 42
2018; 144
2015; 18
2012
2011
2010
2015; 51
2015; 122
2018; 225
20183; 42
2008; 12
2004
2011; 4
2018; 65
2011; 5
2013; 76
2017; 10
2014; 36
2018
2011; 44
2017
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2007; 81
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2014; 261
2014
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2012; 6
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2012; 45
2018; 16
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Dumbrava V (e_1_2_10_59_1) 2017; 79
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References_xml – volume: 5
  start-page: 1864
  issue: 4
  year: 2014
  end-page: 1875
  article-title: A centralized energy management system for isolated microgrids
  publication-title: IEEE Trans Smart Grid
– start-page: 582
  year: 2017
  end-page: 587
– volume: 48
  start-page: 269
  year: 2012
  end-page: 275
  article-title: Intelligent renewable microgrid scheduling controlled by a virtual power producer: a laboratory experience
  publication-title: Renew Energy
– volume: 81
  start-page: 1409
  issue: 11
  year: 2007
  end-page: 1425
  article-title: Operating conditions of batteries in off‐grid renewable energy systems
  publication-title: Solar Energy
– volume: 79
  start-page: 225
  issue: 1
  year: 2017
  end-page: 244
  article-title: Photovoltaic production management in stochastic optimized microgrids
  publication-title: Sci Bull‐"Politehnica" Univ Bucharest Ser C Electr Eng Comput Sci
– volume: 51
  start-page: 3453
  issue: 4
  year: 2015
  end-page: 3461
  article-title: Lifetime estimation of the nanophosphate LiFePO4/C battery chemistry used in fully electric vehicles
  publication-title: IEEE Trans Ind Appl
– start-page: 1
  year: 2011July
  end-page: 6
– volume: 9
  start-page: 2086
  issue: 3
  year: 2018
  end-page: 2096
  article-title: Optimal operation of energy storage systems considering forecasts and battery degradation
  publication-title: IEEE Trans Smart Grid
– start-page: 349
  year: 2010
  end-page: 356
– volume: 36
  start-page: 428
  year: 2014
  end-page: 439
  article-title: Microgrids in Active network management—Part I: hierarchical control, energy storage, virtual power plants, and market participation
  publication-title: Renewable Sustainable Energy Rev
– start-page: 1
  year: 2013
  end-page: 6
– volume: 257
  start-page: 325
  year: 2014
  end-page: 334
  article-title: A holistic aging model for Li (NiMnCo) O based 18650 lithium‐ion batteries
  publication-title: J Power Sources
– volume: 210
  start-page: 944
  year: 2018
  end-page: 963
  article-title: Optimization of unit commitment and economic dispatch in microgrids based on genetic algorithm and mixed integer linear programming
  publication-title: Appl Energy
– volume: 76
  start-page: 455
  year: 2018
  end-page: 465
  article-title: Centralized predictive ceiling interaction control of quadrotor VTOL UAV
  publication-title: Aerosp Sci Technol
– volume: 379
  start-page: 91
  year: 2018
  end-page: 102
  article-title: Improving optimal control of grid‐connected lithium‐ion batteries through more accurate battery and degradation modelling
  publication-title: J Power Sources
– volume: 42
  start-page: 1066
  issue: 3
  year: 20183
  end-page: 1087
  article-title: Hybrid renewable energy‐based distribution system for seasonal load variations
  publication-title: Int J Energy Res
– volume: 42
  start-page: 2400
  issue: 7
  year: 20186
  end-page: 2416
  article-title: A novel peak load shaving algorithm via real‐time battery scheduling for residential distributed energy storage systems
  publication-title: Int J Energy Res
– volume: 28
  start-page: 3380
  issue: 3
  year: 2013
  end-page: 3389
  article-title: Energy management of microgrid in grid‐connected and stand‐alone modes
  publication-title: IEEE Trans Power Syst
– start-page: 1
  year: 2016
  end-page: 5
– year: 2014
– volume: 316
  start-page: 183
  year: 2016
  end-page: 196
  article-title: A systematic review of lumped‐parameter equivalent circuit models for real‐time estimation of lithium‐ion battery states
  publication-title: J Power Sources
– volume: 15
  start-page: 1753
  issue: 4
  year: 2011
  end-page: 1766
  article-title: Optimization methods applied to renewable and sustainable energy: a review
  publication-title: Renewable Sustainable Energy Rev
– volume: 225
  start-page: 1205
  year: 2018
  end-page: 1218
  article-title: Stochastic operation of home energy management systems including battery cycling
  publication-title: Appl Energy
– start-page: 505
  year: 2011
  end-page: 510
– volume: 16
  start-page: 1
  year: 2018
  end-page: 13
  article-title: A model predictive control based peak shaving application of battery for a household with photovoltaic system in a rural distribution grid
  publication-title: Sustainable Energy, Grids Netw
– volume: 76
  start-page: 314
  year: 2013
  end-page: 322
  article-title: Experimental validation of a real time energy management system for microgrids in islanded mode using a local day‐ahead electricity market and MINLP
  publication-title: Energy Convers Manage
– start-page: 472
  year: 2018
  end-page: 477
– volume: 5
  start-page: 258
  year: 2011
  end-page: 267(9)
  article-title: Smart energy management system for optimal microgrid economic operation
  publication-title: IET Renew Power Gener
– volume: 14
  start-page: 2009
  issue: 7
  year: 2010
  end-page: 2018
  article-title: Controls for microgrids with storage: Review, challenges, and research needs
  publication-title: Renewable Sustainable EEergy Rev
– start-page: 1
  year: 2012
  end-page: 7
– volume: 97
  start-page: 13
  year: 2001
  end-page: 21
  article-title: Aging mechanism in li ion cells and calendar life predictions
  publication-title: J Power Sources
– start-page: 7932
  year: 2013
  end-page: 7937
– start-page: 22
  year: 2011
  end-page: 27
– volume: 122
  start-page: 19
  year: 2015
  end-page: 28
  article-title: A mixed integer linear programming model for the energy management problem of microgrids
  publication-title: Electric Power Syst Res
– volume: 261
  start-page: 378
  year: 2014
  end-page: 388
  article-title: Battery cycle life balancing in a microgrid through flexible distribution of energy and storage resources
  publication-title: J Power Sources
– volume: 144
  start-page: 286
  year: 2018
  end-page: 300
  article-title: A comprehensive model for lithium‐ion batteries: from the physical principles to an electrical model
  publication-title: Energy
– volume: 147
  start-page: 269
  issue: 1‐2
  year: 2005
  end-page: 281
  article-title: Ageing mechanisms in lithium‐ion batteries
  publication-title: J Power Sources
– start-page: 1253
  year: 2013
  end-page: 1257
– volume: 44
  start-page: 8675
  issue: 1
  year: 2011
  end-page: 8680
  article-title: Automatic derivation of optimal piecewise affine approximations of nonlinear systems
  publication-title: IFAC Proc Volumes
– volume: 29
  start-page: 1
  issue: 6
  year: 2016
  end-page: 10
  article-title: Energy management of remote microgrids considering battery lifetime
  publication-title: Electr J
– volume: 21
  start-page: 1371
  issue: 3
  year: 2006
  end-page: 1378
  article-title: A computationally efficient mixed‐integer linear formulation for the thermal unit commitment problem
  publication-title: IEEE Trans Power Syst
– volume: 33
  start-page: 2383
  issue: 3
  year: 2018
  end-page: 2394
  article-title: Optimal placement and sizing of distributed battery storage in low voltage grids using receding horizon control strategies
  publication-title: IEEE Trans Power Syst
– volume: 215
  start-page: 248
  year: 2012
  end-page: 257
  article-title: Development of a lifetime prediction model for lithium‐ion batteries based on extended accelerated aging test data
  publication-title: J Power Sources
– volume: 22
  start-page: 1813
  issue: 5
  year: 2014
  end-page: 1827
  article-title: A model predictive control approach to microgrid operation optimization
  publication-title: IEEE Trans Control Syst Technol
– volume: 4
  start-page: 996
  issue: 2
  year: 2013
  end-page: 1006
  article-title: A microgrid energy management system based on the rolling horizon strategy
  publication-title: IEEE Trans Smart Grid
– start-page: 383
  year: 2012
  end-page: 388
– volume: 196
  start-page: 3942
  issue: 8
  year: 2011
  end-page: 3948
  article-title: Cycle‐life model for graphite‐LiFePO4 cells
  publication-title: J Power Sources
– start-page: 19
  year: 2011
  end-page: 24
– volume: 32
  start-page: 2769
  issue: 4
  year: 2017
  end-page: 2783
  article-title: Mixed‐integer‐linear‐programming‐based energy management system for hybrid PV‐wind‐battery microgrids: modeling, design, and experimental verification
  publication-title: IEEE Trans Power Electron
– volume: 41
  start-page: 365
  issue: 3
  year: 20173
  end-page: 376
  article-title: Consumption modeling based on Markov chains and Bayesian networks for a demand side management design of isolated microgrids
  publication-title: Int J Energy Res
– volume: 6
  start-page: 140
  issue: 1
  year: 2012
  end-page: 151
  article-title: Unified system‐level modeling of intermittent renewable energy sources and energy storage for power system operation
  publication-title: IEEE Syst J
– year: 2016
– volume: 10
  start-page: 2107
  issue: 12
  year: 2017
  article-title: Lithium‐ion battery storage for the grid‐a review of stationary battery storage system design tailored for applications in modern power grids
  publication-title: Energies
– volume: 65
  start-page: 6696
  issue: 8
  year: 2018
  end-page: 6708
  article-title: A practical lithium‐ion battery model for state of energy and voltage responses prediction incorporating temperature and ageing effects
  publication-title: IEEE Trans Ind Electron
– volume: 10
  start-page: 835
  issue: 7
  year: 2017
  article-title: Economic optimization of component sizing for residential battery storage systems
  publication-title: Energies
– volume: 9
  start-page: 1
  issue: 6
  year: 2018
  end-page: 1
  article-title: A two‐layer energy management system for microgrids with hybrid energy storage considering degradation costs
  publication-title: IEEE Transactions on Smart Grid
– start-page: 1
  year: 2017
  end-page: 6
– volume: 32
  start-page: 2724
  issue: 4
  year: 2017
  end-page: 2734
  article-title: Model‐based dispatch strategies for lithium‐ion battery energy storage applied to pay‐as‐bid markets for secondary reserve
  publication-title: IEEE Trans Power Syst
– volume: 79
  start-page: 43
  year: 2014
  end-page: 53
  article-title: Multi‐objective scheduling of electric vehicles in smart distribution system
  publication-title: Energy Convers Manage
– start-page: 319
  year: 2016
  end-page: 326
– volume: 360
  start-page: 28
  year: 2017
  end-page: 40
  article-title: Modeling of lithium plating induced aging of lithium‐ion batteries: transition from linear to nonlinear aging
  publication-title: J Power Sources
– volume: 18
  start-page: 252
  issue: 5
  year: 2015
  end-page: 264
  article-title: Li‐ion battery materials: present and future
  publication-title: Mater Today
– volume: 4
  start-page: 269
  issue: 2
  year: 2011
  end-page: 284
  article-title: Development and challenges of LiFePo 4 cathode material for lithium‐ion batteries
  publication-title: Energy Environ Sci
– volume: 45
  start-page: 160
  issue: 9
  year: 2012
  end-page: 165
  article-title: Optimal piecewise affine approximations of nonlinear functions obtained from measurements
  publication-title: IFAC Proc Volumes
– year: 2017
– start-page: 464
  year: 2015
  end-page: 469
– volume: 12
  start-page: 2472
  issue: 9
  year: 2008
  end-page: 2483
  article-title: A review on distributed energy resources and microgrid
  publication-title: Renewable Sustainable Energy Rev
– start-page: 284
  year: 2004
  end-page: 289
– start-page: 200
  year: 2014
  end-page: 205
– year: 2013
– ident: e_1_2_10_7_1
  doi: 10.1016/j.rser.2014.01.016
– ident: e_1_2_10_12_1
  doi: 10.1109/TPWRS.2016.2626392
– ident: e_1_2_10_53_1
  doi: 10.1109/TSG.2016.2606490
– ident: e_1_2_10_5_1
– ident: e_1_2_10_24_1
  doi: 10.1016/j.apenergy.2018.04.130
– ident: e_1_2_10_75_1
– ident: e_1_2_10_47_1
  doi: 10.1109/SmartGridComm.2014.7007646
– ident: e_1_2_10_54_1
  doi: 10.1109/ICDCM.2017.8001106
– ident: e_1_2_10_74_1
– ident: e_1_2_10_19_1
  doi: 10.1109/AIM.2018.8452328
– ident: e_1_2_10_51_1
  doi: 10.1016/j.jpowsour.2014.02.043
– ident: e_1_2_10_57_1
  doi: 10.1016/j.jpowsour.2018.01.004
– volume-title: Model building in mathematical programming.
  year: 2013
  ident: e_1_2_10_72_1
– ident: e_1_2_10_13_1
  doi: 10.1016/j.rser.2010.12.008
– ident: e_1_2_10_11_1
  doi: 10.3390/en10122107
– ident: e_1_2_10_46_1
  doi: 10.1016/j.jpowsour.2017.05.110
– ident: e_1_2_10_28_1
  doi: 10.1016/j.enconman.2013.07.053
– ident: e_1_2_10_26_1
  doi: 10.1109/SmartGridComm.2011.6102375
– ident: e_1_2_10_34_1
  doi: 10.1109/TSG.2013.2294187
– ident: e_1_2_10_43_1
  doi: 10.1016/j.jpowsour.2012.05.012
– ident: e_1_2_10_60_1
  doi: 10.1016/j.tej.2016.07.003
– ident: e_1_2_10_66_1
  doi: 10.1109/TIA.2015.2405500
– ident: e_1_2_10_31_1
– ident: e_1_2_10_16_1
  doi: 10.1109/ACEPT.2016.7811530
– ident: e_1_2_10_36_1
  doi: 10.1109/TCST.2013.2295737
– ident: e_1_2_10_42_1
  doi: 10.1016/j.jpowsour.2014.02.012
– ident: e_1_2_10_4_1
  doi: 10.1002/er.3902
– volume: 79
  start-page: 225
  issue: 1
  year: 2017
  ident: e_1_2_10_59_1
  article-title: Photovoltaic production management in stochastic optimized microgrids
  publication-title: Sci Bull‐"Politehnica" Univ Bucharest Ser C Electr Eng Comput Sci
– ident: e_1_2_10_50_1
  doi: 10.1109/TPWRS.2013.2244104
– ident: e_1_2_10_37_1
  doi: 10.1109/IECON.2013.6700458
– ident: e_1_2_10_27_1
  doi: 10.1049/iet-rpg.2010.0052
– ident: e_1_2_10_49_1
  doi: 10.1109/CEC.2016.7743811
– ident: e_1_2_10_61_1
– ident: e_1_2_10_52_1
  doi: 10.1109/CITRES.2010.5619782
– ident: e_1_2_10_64_1
  doi: 10.1016/j.mattod.2014.10.040
– ident: e_1_2_10_62_1
  doi: 10.3390/en10070835
– ident: e_1_2_10_3_1
  doi: 10.1109/ICPE.2015.7167826
– ident: e_1_2_10_44_1
  doi: 10.1016/S0378-7753(01)00722-4
– ident: e_1_2_10_30_1
  doi: 10.1109/ISGTEurope.2012.6465822
– ident: e_1_2_10_2_1
– ident: e_1_2_10_78_1
– ident: e_1_2_10_8_1
  doi: 10.1002/er.4010
– ident: e_1_2_10_35_1
  doi: 10.1016/j.epsr.2014.12.019
– ident: e_1_2_10_68_1
  doi: 10.3182/20110828-6-IT-1002.01104
– ident: e_1_2_10_29_1
  doi: 10.1109/TPWRS.2006.876672
– ident: e_1_2_10_55_1
  doi: 10.1016/j.solener.2006.12.009
– ident: e_1_2_10_77_1
– ident: e_1_2_10_71_1
– ident: e_1_2_10_20_1
  doi: 10.1109/JSYST.2011.2163020
– ident: e_1_2_10_33_1
  doi: 10.1109/TSG.2012.2231440
– ident: e_1_2_10_63_1
– ident: e_1_2_10_58_1
  doi: 10.1109/EEEIC.2016.7555486
– ident: e_1_2_10_70_1
  doi: 10.3182/20120606-3-NL-3011.00061
– ident: e_1_2_10_39_1
  doi: 10.1016/j.energy.2017.11.154
– ident: e_1_2_10_22_1
  doi: 10.1109/TSG.2018.2829120
– ident: e_1_2_10_15_1
  doi: 10.1109/TSG.2013.2294187
– ident: e_1_2_10_23_1
  doi: 10.1016/j.enconman.2013.11.042
– ident: e_1_2_10_48_1
  doi: 10.1109/SmartGridComm.2011.6102317
– ident: e_1_2_10_32_1
  doi: 10.1109/TPEL.2016.2581021
– ident: e_1_2_10_6_1
  doi: 10.1016/j.rser.2010.03.019
– ident: e_1_2_10_14_1
  doi: 10.1109/PES.2011.6039527
– ident: e_1_2_10_18_1
  doi: 10.1016/j.ast.2018.02.020
– ident: e_1_2_10_40_1
  doi: 10.1109/TIE.2017.2779411
– ident: e_1_2_10_73_1
– ident: e_1_2_10_41_1
  doi: 10.1016/j.jpowsour.2005.01.006
– ident: e_1_2_10_76_1
– ident: e_1_2_10_38_1
  doi: 10.1016/j.renene.2012.05.008
– ident: e_1_2_10_67_1
  doi: 10.1016/j.jpowsour.2010.11.134
– ident: e_1_2_10_10_1
  doi: 10.1016/j.rser.2007.06.004
– ident: e_1_2_10_45_1
  doi: 10.1016/j.jpowsour.2016.03.042
– ident: e_1_2_10_17_1
  doi: 10.1016/j.segan.2018.05.001
– ident: e_1_2_10_21_1
  doi: 10.1109/PTC.2013.6652329
– ident: e_1_2_10_25_1
  doi: 10.1109/TPWRS.2017.2746261
– ident: e_1_2_10_65_1
  doi: 10.1039/C0EE00029A
– ident: e_1_2_10_56_1
  doi: 10.1016/j.apenergy.2017.07.007
– ident: e_1_2_10_9_1
  doi: 10.1002/er.3607
– ident: e_1_2_10_69_1
  doi: 10.1109/SAMI.2012.6208995
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Snippet Summary The rapid increase of renewable energy sources made coordinated control of the distributed and intermittent generation units a more demanded task....
The rapid increase of renewable energy sources made coordinated control of the distributed and intermittent generation units a more demanded task. Matching...
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StartPage 4127
SubjectTerms Ageing
Aging
battery aging
case study
Diesel
Diesel fuels
Diesel generators
Distributed generation
Electric power grids
Electrical loads
Electricity consumption
Energy management
energy management system (EMS)
Energy resources
Energy storage
Environmental management
Integers
Lithium
Lithium-ion batteries
lithium‐ion battery (LIB)
microgrid
mixed‐integer quadratic programming (MIQP)
model predictive control
Objective function
Optimization
Pollution sources
Quadratic programming
Renewable energy
Renewable energy sources
Renewable resources
Resource management
Sensitivity analysis
unit commitment
Title Design and analysis of an aging‐aware energy management system for islanded grids using mixed‐integer quadratic programming
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fer.4512
https://www.proquest.com/docview/2262587429
Volume 43
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