메뉴 건너뛰기




Volumn 137, Issue , 2015, Pages 782-792

Modeling of thermal storage systems in MILP distributed energy resource models

Author keywords

Distributed energy resources; Energy optimization; Investment planning; Renewables; Thermal energy storage

Indexed keywords

ASSOCIATIVE STORAGE; CAMS; CARBON DIOXIDE; COGENERATION PLANTS; DISTRIBUTED POWER GENERATION; ENERGY UTILIZATION; HEAT PUMP SYSTEMS; HEAT STORAGE; INTEGER PROGRAMMING; OPTIMIZATION; PUMPS; TEMPERATURE; THERMAL ENERGY;

EID: 84912097921     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2014.07.036     Document Type: Article
Times cited : (146)

References (41)
  • 2
    • 72049096372 scopus 로고    scopus 로고
    • Distributed energy resources and benefits to the environment
    • Akorede M.F., Hizam H., Pouresmaeil E. Distributed energy resources and benefits to the environment. Renew Sust Energy Rev 2010, 14:724-734.
    • (2010) Renew Sust Energy Rev , vol.14 , pp. 724-734
    • Akorede, M.F.1    Hizam, H.2    Pouresmaeil, E.3
  • 3
    • 84893837032 scopus 로고    scopus 로고
    • Distributed generation, storage, demand response and energy efficiency as alternatives to grid capacity enhancement
    • Poudineh R., Jamasb T. Distributed generation, storage, demand response and energy efficiency as alternatives to grid capacity enhancement. Energy Policy. 2014, 67:222-231.
    • (2014) Energy Policy. , vol.67 , pp. 222-231
    • Poudineh, R.1    Jamasb, T.2
  • 4
    • 84883160873 scopus 로고    scopus 로고
    • Harmonic interactions of multiple distributed energy resources in power distribution networks
    • Arghandeh R., Onen A., Jung J., Broadwater R.P. Harmonic interactions of multiple distributed energy resources in power distribution networks. Electr Power Syst Res 2013, 105:124-133.
    • (2013) Electr Power Syst Res , vol.105 , pp. 124-133
    • Arghandeh, R.1    Onen, A.2    Jung, J.3    Broadwater, R.P.4
  • 5
    • 78649636358 scopus 로고    scopus 로고
    • Energy storage for mitigating the variability of renewable electricity sources: an updated review
    • Beaudin M., Zareipour H., Schellenberglabe A., Rosehart W. Energy storage for mitigating the variability of renewable electricity sources: an updated review. Energy Sust Dev 2010, 14:302-314.
    • (2010) Energy Sust Dev , vol.14 , pp. 302-314
    • Beaudin, M.1    Zareipour, H.2    Schellenberglabe, A.3    Rosehart, W.4
  • 6
    • 19944362213 scopus 로고    scopus 로고
    • Effect of obstacles on thermal stratification in hot water storage tanks
    • Altuntop N., Arslan M., Ozceyhan V., Kanoglu M. Effect of obstacles on thermal stratification in hot water storage tanks. Appl Therm Eng 2005, 25:2285-2298.
    • (2005) Appl Therm Eng , vol.25 , pp. 2285-2298
    • Altuntop, N.1    Arslan, M.2    Ozceyhan, V.3    Kanoglu, M.4
  • 7
    • 79955735515 scopus 로고    scopus 로고
    • Implications of the modelling of stratified hot water storage tanks in the simulation of CHP plants
    • Campos Celador A., Odriozola M., Sala J.M. Implications of the modelling of stratified hot water storage tanks in the simulation of CHP plants. Energy Convers Manage 2011, 52:3018-3026.
    • (2011) Energy Convers Manage , vol.52 , pp. 3018-3026
    • Campos Celador, A.1    Odriozola, M.2    Sala, J.M.3
  • 8
    • 84869118213 scopus 로고    scopus 로고
    • A review of potential materials for thermal energy storage in building applications
    • Tatsidjodoung P., Le Pierrès N., Luo L. A review of potential materials for thermal energy storage in building applications. Renew Sust Energy Rev 2013, 18:327-349.
    • (2013) Renew Sust Energy Rev , vol.18 , pp. 327-349
    • Tatsidjodoung, P.1    Le Pierrès, N.2    Luo, L.3
  • 9
    • 0142094688 scopus 로고    scopus 로고
    • Energy conservation in buildings: cogeneration and cogeneration coupled with thermal energy storage
    • Khan K.H., Rasul M.G., Khan M.M.K. Energy conservation in buildings: cogeneration and cogeneration coupled with thermal energy storage. Appl Energy 2004, 77:15-34.
    • (2004) Appl Energy , vol.77 , pp. 15-34
    • Khan, K.H.1    Rasul, M.G.2    Khan, M.M.K.3
  • 10
    • 84877117932 scopus 로고    scopus 로고
    • Benefits of thermal energy storage option combined with CHP system for different commercial building types
    • Smith A.D., Mago P.J., Fumo N. Benefits of thermal energy storage option combined with CHP system for different commercial building types. Sust Energy Technol Asses 2013, 1:3-12.
    • (2013) Sust Energy Technol Asses , vol.1 , pp. 3-12
    • Smith, A.D.1    Mago, P.J.2    Fumo, N.3
  • 11
    • 57649200354 scopus 로고    scopus 로고
    • Review on thermal energy storage with phase change materials and applications
    • Sharma A., Tyagi V.V., Chen C.R., Buddhi D. Review on thermal energy storage with phase change materials and applications. Renew Sust Energy Rev 2009, 13:318-345.
    • (2009) Renew Sust Energy Rev , vol.13 , pp. 318-345
    • Sharma, A.1    Tyagi, V.V.2    Chen, C.R.3    Buddhi, D.4
  • 12
    • 84899408484 scopus 로고    scopus 로고
    • Solar cooling and heating plants: An energy and economic analysis of liquid sensible vs phase change material (PCM) heat storage
    • Noro M., Lazzarin R.M., Busato F. Solar cooling and heating plants: An energy and economic analysis of liquid sensible vs phase change material (PCM) heat storage. Int J Refrig 2014, 39:104-116.
    • (2014) Int J Refrig , vol.39 , pp. 104-116
    • Noro, M.1    Lazzarin, R.M.2    Busato, F.3
  • 13
    • 0037289573 scopus 로고    scopus 로고
    • Review on thermal energy storage with phase change: materials, heat transfer analysis and applications
    • Zalba B., Marín J.M., Cabeza L.F., Mehling H. Review on thermal energy storage with phase change: materials, heat transfer analysis and applications. Appl Therm Eng 2003, 23:251-283.
    • (2003) Appl Therm Eng , vol.23 , pp. 251-283
    • Zalba, B.1    Marín, J.M.2    Cabeza, L.F.3    Mehling, H.4
  • 14
    • 84868697570 scopus 로고    scopus 로고
    • Thermal stability of phase change materials used in latent heat energy storage systems: a review
    • Rathod M.K., Banerjee J. Thermal stability of phase change materials used in latent heat energy storage systems: a review. Renew Sust Energy Rev 2013, 18:246-258.
    • (2013) Renew Sust Energy Rev , vol.18 , pp. 246-258
    • Rathod, M.K.1    Banerjee, J.2
  • 15
    • 3142611520 scopus 로고    scopus 로고
    • Optimal operation of thermal energy storage units based on stratified and fully mixed water tanks
    • Badescu V. Optimal operation of thermal energy storage units based on stratified and fully mixed water tanks. Appl Therm Eng 2004, 24:2101-2116.
    • (2004) Appl Therm Eng , vol.24 , pp. 2101-2116
    • Badescu, V.1
  • 16
    • 0023164232 scopus 로고
    • A second law analysis of the optimum design and operation of thermal energy storage systems
    • Krane R.J. A second law analysis of the optimum design and operation of thermal energy storage systems. Int J Heat Mass Transfer 1987, 30:43-57.
    • (1987) Int J Heat Mass Transfer , vol.30 , pp. 43-57
    • Krane, R.J.1
  • 17
    • 85021209550 scopus 로고    scopus 로고
    • Internet. Berkeley lab; [cited: 2014 Jul 9]. Available from
    • Microgrids at Berkeley Lab [Internet]. Berkeley lab; c2014. [cited: 2014 Jul 9]. Available from: http://building-microgrid.lbl.gov/.
    • (2014)
  • 18
    • 0344520480 scopus 로고    scopus 로고
    • Modelling of thermal energy storage in industrial energy systems the method development of MIND
    • Heidari Tari M., Söderström M. Modelling of thermal energy storage in industrial energy systems the method development of MIND. Appl Therm Eng 2002, 22:1195-1205.
    • (2002) Appl Therm Eng , vol.22 , pp. 1195-1205
    • Heidari Tari, M.1    Söderström, M.2
  • 19
    • 76749118848 scopus 로고    scopus 로고
    • Cost optimization of the design of CHCP (combined heat, cooling and power) systems under legal constraints
    • Lozano M.A., Ramos J.C., Serra L.M. Cost optimization of the design of CHCP (combined heat, cooling and power) systems under legal constraints. Energy 2010, 35:794-805.
    • (2010) Energy , vol.35 , pp. 794-805
    • Lozano, M.A.1    Ramos, J.C.2    Serra, L.M.3
  • 20
    • 71849094373 scopus 로고    scopus 로고
    • A MILP model for integrated plan and evaluation of distributed energy systems
    • Ren H., Gao W. A MILP model for integrated plan and evaluation of distributed energy systems. Appl Energy 2010, 87:1001-1014.
    • (2010) Appl Energy , vol.87 , pp. 1001-1014
    • Ren, H.1    Gao, W.2
  • 21
    • 84877962058 scopus 로고    scopus 로고
    • Performance analysis of small capacity absorption chillers by using different modeling methods
    • Labus J., Bruno J.C., Coronas A. Performance analysis of small capacity absorption chillers by using different modeling methods. Appl Therm Eng 2013, 58:305-313.
    • (2013) Appl Therm Eng , vol.58 , pp. 305-313
    • Labus, J.1    Bruno, J.C.2    Coronas, A.3
  • 22
    • 78649652392 scopus 로고    scopus 로고
    • Effect of heat and electricity storage and reliability on microgrid viability: a study of commercial buildings in California and New York States
    • LBNL LBNL-1334E
    • Stadler M, Marnay C, Siddiqui A, Lai J, Coffey B, Aki H. Effect of heat and electricity storage and reliability on microgrid viability: a study of commercial buildings in California and New York States. LBNL LBNL-1334E; 2008.
    • (2008)
    • Stadler, M.1    Marnay, C.2    Siddiqui, A.3    Lai, J.4    Coffey, B.5    Aki, H.6
  • 24
    • 84912083058 scopus 로고    scopus 로고
    • Internet
    • Boulder: HOMER energy; c2014 [cited: Jul 9]. Available from:
    • HOMER - Hybrid Renewable and Distributed Generation System Design Software [Internet]. Boulder: HOMER energy; c2014 [cited: 2014 Jul 9]. Available from: http://www.homerenergy.com/.
    • (2014)
  • 25
    • 79953251013 scopus 로고    scopus 로고
    • Control of greenhouse gas emissions by optimal DER technology investment and energy management in zero-net-energy buildings
    • In: European transactions on electrical power 2010, special issue on microgrids and energy management
    • Stadler M, Siddiqui A, Marnay C, Aki H, Lai J. Control of greenhouse gas emissions by optimal DER technology investment and energy management in zero-net-energy buildings. In: European transactions on electrical power 2010, special issue on microgrids and energy management, vol. 21; 2010.
    • (2010) , vol.21
    • Stadler, M.1    Siddiqui, A.2    Marnay, C.3    Aki, H.4    Lai, J.5
  • 27
    • 84893450781 scopus 로고    scopus 로고
    • Optimal deployment of thermal energy storage under diverse economic and climate conditions
    • DeForest N., Mendes G., Stadler M., Feng W., Lai J., Marnay C. Optimal deployment of thermal energy storage under diverse economic and climate conditions. Appl Energy 2014, 119:488-496.
    • (2014) Appl Energy , vol.119 , pp. 488-496
    • DeForest, N.1    Mendes, G.2    Stadler, M.3    Feng, W.4    Lai, J.5    Marnay, C.6
  • 28
    • 84912106838 scopus 로고    scopus 로고
    • Stochastic programming of vehicle to building interactions with uncertainty in PEVs driving for a medium office building
    • In: IEEE IECON, Vienna, Austria
    • Cardoso G, Stadler M, Chehreghani Bozchalui M, Sharma R, Marnay C, Barbosa-Póvoa A, et al. Stochastic programming of vehicle to building interactions with uncertainty in PEVs driving for a medium office building. In: IEEE IECON, Vienna, Austria; 2013.
    • (2013)
    • Cardoso, G.1    Stadler, M.2    Hehreghani, B.M.3    Sharma, R.4    Marnay, C.5    Barbosa-Póvoa, A.6
  • 30
    • 84912062828 scopus 로고    scopus 로고
    • Los Angeles Air Force Base Vehicle to Grid Pilot Project
    • In: Presented at the European council on an energy efficient economy 2013 summer study. Toulon/Hyères, France: Club Belambra Les Criques, Presqu'île de Giens
    • Marnay C, Chan T, DeForest N, Lai J, MacDonald J, Stadler M, et al. Los Angeles Air Force Base Vehicle to Grid Pilot Project. In: Presented at the European council on an energy efficient economy 2013 summer study. Toulon/Hyères, France: Club Belambra Les Criques, Presqu'île de Giens; 2013.
    • (2013)
    • Marnay, C.1    Chan, T.2    DeForest, N.3    Lai, J.4    MacDonald, J.5    Stadler, M.6
  • 31
    • 84912132643 scopus 로고    scopus 로고
    • The CO2 abatement potential of California's Mid-Sized Commercial Buildings
    • LBNL-3024E
    • Stadler M, Marnay C, Cardoso G, Lipman T, Mégel O, Ganguly S, et al. The CO2 abatement potential of California's Mid-Sized Commercial Buildings. LBNL-3024E; 2009.
    • (2009)
  • 34
    • 80053235305 scopus 로고    scopus 로고
    • Inverse neural network based control strategy for absorption chillers
    • Labus J., Hernández J.A., Bruno J.C., Coronas A. Inverse neural network based control strategy for absorption chillers. Renew Energy 2012, 39:471-482.
    • (2012) Renew Energy , vol.39 , pp. 471-482
    • Labus, J.1    Hernández, J.A.2    Bruno, J.C.3    Coronas, A.4
  • 35
    • 0017957190 scopus 로고
    • Energy conservation options for residential water heaters
    • Wilson R.P. Energy conservation options for residential water heaters. Energy 1978, 3(4):149-172.
    • (1978) Energy , vol.3 , Issue.4 , pp. 149-172
    • Wilson, R.P.1
  • 36
    • 64249128156 scopus 로고    scopus 로고
    • A review of heat pump water heating systems
    • Hepbasli A., Kalinci Y. A review of heat pump water heating systems. Renew Sust Energy Rev 2009, 13:1211-1229.
    • (2009) Renew Sust Energy Rev , vol.13 , pp. 1211-1229
    • Hepbasli, A.1    Kalinci, Y.2
  • 37
    • 85021191686 scopus 로고    scopus 로고
    • Natick, Massachusetts, United States: The MathWorks Inc.
    • MATLAB release 2011a. Natick, Massachusetts, United States: The MathWorks Inc.
    • (2011)
  • 38
    • 85021217419 scopus 로고    scopus 로고
    • Itron Inc. [cited: 2014 Jul 9]. Available from
    • CA CEUS results [Internet]. Itron Inc. [cited: 2014 Jul 9]. Available from: http://capabilities.itron.com/ceusweb/.
  • 39
    • 84912128312 scopus 로고    scopus 로고
    • Encouraging combined heat and power in california buildings
    • Ernest Orlando Lawrence Berkeley National Laboratory LBNL-6267E
    • Stadler M, Groissböck M, Cardoso G, Müller A, Lai J. Encouraging combined heat and power in california buildings. Ernest Orlando Lawrence Berkeley National Laboratory LBNL-6267E; 2013.
    • (2013)
    • Stadler, M.1    Groissböck, M.2    Cardoso, G.3    Müller, A.4    Lai, J.5
  • 40
    • 84912062827 scopus 로고    scopus 로고
    • Updated buildings sector appliance and equipment costs and efficiency
    • Navigant Consulting, Inc.
    • U.S. Energy Information Administration. Updated buildings sector appliance and equipment costs and efficiency. Navigant Consulting, Inc.; 2013.
    • (2013)
  • 41
    • 84870597525 scopus 로고    scopus 로고
    • Distributed energy resources on-site optimization for commercial buildings with electric and thermal storage technologies
    • In: Presented at the ACEEE summer study on energy efficiency in buildings. Pacific Grove, California
    • Stadler M, Aki H, Firestone R, Lai J, Marnay C, Siddiqui A. Distributed energy resources on-site optimization for commercial buildings with electric and thermal storage technologies. In: Presented at the ACEEE summer study on energy efficiency in buildings. Pacific Grove, California; 2008.
    • (2008)
    • Stadler, M.1    Aki, H.2    Firestone, R.3    Lai, J.4    Marnay, C.5    Siddiqui, A.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.