메뉴 건너뛰기




Volumn 142, Issue , 2015, Pages 66-79

A Lagrangian finite element model for estimating the heating and cooling demand of a residential building with a different envelope design

Author keywords

Building envelope design; Energy simulation; Finite element method; Heating and cooling demand; Interpolation function; Shape function

Indexed keywords

ARCHITECTURAL DESIGN; BUILDINGS; CONSTRUCTION; COOLING; DESIGN; ENERGY CONSERVATION; HEATING; HOUSING; LAGRANGE MULTIPLIERS; MANAGERS; SOLAR BUILDINGS; STRUCTURAL DESIGN;

EID: 84921419419     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2014.12.051     Document Type: Article
Times cited : (21)

References (73)
  • 3
    • 84895930434 scopus 로고    scopus 로고
    • Framework for the analysis of the potential of the rooftop photovoltaic system to achieve the net-zero energy solar buildings
    • Koo C., Hong T., Park H., Yun G. Framework for the analysis of the potential of the rooftop photovoltaic system to achieve the net-zero energy solar buildings. Prog Photovoltaics: Res Appl 2014, 22(4):462-478.
    • (2014) Prog Photovoltaics: Res Appl , vol.22 , Issue.4 , pp. 462-478
    • Koo, C.1    Hong, T.2    Park, H.3    Yun, G.4
  • 4
    • 84892983156 scopus 로고    scopus 로고
    • A GIS (geographic information system)-based optimization model for estimating the electricity generation of the rooftop PV (photovoltaic) system
    • Hong T., Koo C., Park J., Park H. A GIS (geographic information system)-based optimization model for estimating the electricity generation of the rooftop PV (photovoltaic) system. Energy 2014, 65:190-199.
    • (2014) Energy , vol.65 , pp. 190-199
    • Hong, T.1    Koo, C.2    Park, J.3    Park, H.4
  • 5
    • 84871714950 scopus 로고    scopus 로고
    • Framework for the implementation of a new renewable energy system in an educational facility
    • Hong T., Koo C., Kwak T. Framework for the implementation of a new renewable energy system in an educational facility. Appl Energy 2013, 103(3):539-551.
    • (2013) Appl Energy , vol.103 , Issue.3 , pp. 539-551
    • Hong, T.1    Koo, C.2    Kwak, T.3
  • 6
    • 84884685351 scopus 로고    scopus 로고
    • An economic and environmental assessment for selecting the optimum new renewable energy system for educational facility
    • Hong T., Koo C., Kwak T., Park H. An economic and environmental assessment for selecting the optimum new renewable energy system for educational facility. Renew Sustain Energy Rev 2014, 29(1):286-300.
    • (2014) Renew Sustain Energy Rev , vol.29 , Issue.1 , pp. 286-300
    • Hong, T.1    Koo, C.2    Kwak, T.3    Park, H.4
  • 9
    • 84899684139 scopus 로고    scopus 로고
    • Framework for establishing the optimal implementation strategy of a fuel-cell-based combined heat and power system: focused on multi-family housing complex
    • Hong T., Kim D., Koo C., Kim J. Framework for establishing the optimal implementation strategy of a fuel-cell-based combined heat and power system: focused on multi-family housing complex. Appl Energy 2014, 127:11-24.
    • (2014) Appl Energy , vol.127 , pp. 11-24
    • Hong, T.1    Kim, D.2    Koo, C.3    Kim, J.4
  • 10
    • 84896715660 scopus 로고    scopus 로고
    • Development of a new energy efficiency rating system for the existing residential buildings
    • Koo C., Hong T., Lee M., Park H. Development of a new energy efficiency rating system for the existing residential buildings. Energy Policy 2014, 68:218-231.
    • (2014) Energy Policy , vol.68 , pp. 218-231
    • Koo, C.1    Hong, T.2    Lee, M.3    Park, H.4
  • 11
    • 84892479456 scopus 로고    scopus 로고
    • Decision support model for establishing the optimal energy retrofit strategy for existing multi-family housing complexes
    • Hong T., Koo C., Kim H., Park H. Decision support model for establishing the optimal energy retrofit strategy for existing multi-family housing complexes. Energy Policy 2014, 66:157-169.
    • (2014) Energy Policy , vol.66 , pp. 157-169
    • Hong, T.1    Koo, C.2    Kim, H.3    Park, H.4
  • 12
    • 84887514433 scopus 로고    scopus 로고
    • Benchmarks as a tool for free allocation through comparison with similar projects: focused on multi-family housing complex
    • Hong T., Koo C., Lee S. Benchmarks as a tool for free allocation through comparison with similar projects: focused on multi-family housing complex. Appl Energy 2014, 114(2):663-675.
    • (2014) Appl Energy , vol.114 , Issue.2 , pp. 663-675
    • Hong, T.1    Koo, C.2    Lee, S.3
  • 13
    • 84864746983 scopus 로고    scopus 로고
    • 2 emission from electricity consumption
    • 2 emission from electricity consumption. J Environ Manage 2012, 112(15):67-78.
    • (2012) J Environ Manage , vol.112 , Issue.15 , pp. 67-78
    • Hong, T.1    Koo, C.2    Kim, H.3
  • 14
    • 84862776867 scopus 로고    scopus 로고
    • 2 emission from gas energy consumption
    • 2 emission from gas energy consumption. Build Environ 2012, 52(6):142-151.
    • (2012) Build Environ , vol.52 , Issue.6 , pp. 142-151
    • Hong, T.1    Koo, C.2    Park, S.3
  • 18
    • 85021239891 scopus 로고    scopus 로고
    • Seoul Metropolitan City. Green design guidelines for office buildings and residential buildings in Seoul. Seoul (South Korea): Seoul Metropolitan City; 2011.
    • (2011)
  • 19
    • 84888414768 scopus 로고    scopus 로고
    • An estimation model for the heating and cooling demand of a residential building with a different envelope design using the finite element method
    • Koo C., Park S., Hong T., Park H. An estimation model for the heating and cooling demand of a residential building with a different envelope design using the finite element method. Appl Energy 2014, 115:205-215.
    • (2014) Appl Energy , vol.115 , pp. 205-215
    • Koo, C.1    Park, S.2    Hong, T.3    Park, H.4
  • 20
    • 0030966467 scopus 로고    scopus 로고
    • Optimal heating-system retrofits in residential buildings
    • Gustafsson S.I., Bojic M. Optimal heating-system retrofits in residential buildings. Energy 1997, 9:867-874.
    • (1997) Energy , vol.9 , pp. 867-874
    • Gustafsson, S.I.1    Bojic, M.2
  • 21
    • 56949093690 scopus 로고    scopus 로고
    • Economic analysis of energy-saving renovation measures for urban existing residential buildings in China based on thermal simulation and site investigation
    • Ouyang J., Ge J., Hokao K. Economic analysis of energy-saving renovation measures for urban existing residential buildings in China based on thermal simulation and site investigation. Energy Policy 2009, 37:140-149.
    • (2009) Energy Policy , vol.37 , pp. 140-149
    • Ouyang, J.1    Ge, J.2    Hokao, K.3
  • 22
    • 34047185316 scopus 로고    scopus 로고
    • Performance evaluation of a PV ventilated window applying to office building of Hong Kong
    • Chow T.T., Fong K.F., He W., Lin Z., Chan A.L.S. Performance evaluation of a PV ventilated window applying to office building of Hong Kong. Energy Build 2007, 39:643-650.
    • (2007) Energy Build , vol.39 , pp. 643-650
    • Chow, T.T.1    Fong, K.F.2    He, W.3    Lin, Z.4    Chan, A.L.S.5
  • 23
    • 84878373182 scopus 로고    scopus 로고
    • Building envelope shape design in early stages of the design process: integrating architectural-design systems and energy simulation
    • Granadeiro V., Duarte J.P., Correia J.R., Leal V.M.S. Building envelope shape design in early stages of the design process: integrating architectural-design systems and energy simulation. Autom Constr 2013, 32:196-209.
    • (2013) Autom Constr , vol.32 , pp. 196-209
    • Granadeiro, V.1    Duarte, J.P.2    Correia, J.R.3    Leal, V.M.S.4
  • 24
    • 84055185248 scopus 로고    scopus 로고
    • Effect of adjacent shading on the thermal performance of residential buildings in a subtropical region
    • Chan A.L.S. Effect of adjacent shading on the thermal performance of residential buildings in a subtropical region. Appl Energy 2012, 92:516-522.
    • (2012) Appl Energy , vol.92 , pp. 516-522
    • Chan, A.L.S.1
  • 25
    • 84859404250 scopus 로고    scopus 로고
    • Energy-saving potential of building envelope designs in residential houses in Taiwan
    • Lai C.M., Wang Y.H. Energy-saving potential of building envelope designs in residential houses in Taiwan. Energies 2011, 4:2061-2076.
    • (2011) Energies , vol.4 , pp. 2061-2076
    • Lai, C.M.1    Wang, Y.H.2
  • 26
    • 0035400743 scopus 로고    scopus 로고
    • Influence of thermal insulation position in building envelope on the space cooling of high-rise residential buildings in Hong Kong
    • Bojic M., Yik F., Sat P. Influence of thermal insulation position in building envelope on the space cooling of high-rise residential buildings in Hong Kong. Energy Build 2011, 33:569-581.
    • (2011) Energy Build , vol.33 , pp. 569-581
    • Bojic, M.1    Yik, F.2    Sat, P.3
  • 27
    • 84864959535 scopus 로고    scopus 로고
    • Optimization of building window system in Asian regions by analyzing solar heat gain and daylighting elements
    • Lee J.W., Jung H.J., Park J.Y., Lee J.B., Yoon Y. Optimization of building window system in Asian regions by analyzing solar heat gain and daylighting elements. Renew Energy 2013, 50:522-531.
    • (2013) Renew Energy , vol.50 , pp. 522-531
    • Lee, J.W.1    Jung, H.J.2    Park, J.Y.3    Lee, J.B.4    Yoon, Y.5
  • 28
    • 0033682711 scopus 로고    scopus 로고
    • Residential sector air conditioning demands and electricity use in Hong Kong
    • Lam J.C. Residential sector air conditioning demands and electricity use in Hong Kong. Energy Convers Manage 2000, 41:1757-1768.
    • (2000) Energy Convers Manage , vol.41 , pp. 1757-1768
    • Lam, J.C.1
  • 29
    • 84871712232 scopus 로고    scopus 로고
    • Study on performance of energy-efficient retrofitting measures on commercial building external walls in cooling-dominant cities
    • Huang Y., Niu J.L., Chung T.M. Study on performance of energy-efficient retrofitting measures on commercial building external walls in cooling-dominant cities. Appl Energy 2013, 103:97-108.
    • (2013) Appl Energy , vol.103 , pp. 97-108
    • Huang, Y.1    Niu, J.L.2    Chung, T.M.3
  • 30
    • 0036027474 scopus 로고    scopus 로고
    • Thermal insulation of cooled spaces in high rise residential buildings in Hong Kong
    • Bojic M., Yik F., Leung W. Thermal insulation of cooled spaces in high rise residential buildings in Hong Kong. Energy Convers Manage 2002, 43:165-183.
    • (2002) Energy Convers Manage , vol.43 , pp. 165-183
    • Bojic, M.1    Yik, F.2    Leung, W.3
  • 31
    • 61549103464 scopus 로고    scopus 로고
    • Simulation of ventilated facades in hot and humid climates
    • Haase M., Marques da Silva F., Amato A. Simulation of ventilated facades in hot and humid climates. Energy Build 2009, 41:361-373.
    • (2009) Energy Build , vol.41 , pp. 361-373
    • Haase, M.1    Marques da Silva, F.2    Amato, A.3
  • 32
    • 84864691301 scopus 로고    scopus 로고
    • Economic and environmental evaluation model for selecting the optimum design of green roof systems in elementary schools
    • Kim J., Hong T., Koo C. Economic and environmental evaluation model for selecting the optimum design of green roof systems in elementary schools. Environ Sci Technol 2012, 46:8475-8483.
    • (2012) Environ Sci Technol , vol.46 , pp. 8475-8483
    • Kim, J.1    Hong, T.2    Koo, C.3
  • 33
    • 84894592202 scopus 로고    scopus 로고
    • Assessment of seasonal energy efficiency strategies of a double skin facade in a monsoon climate region
    • Hong T., Kim J., Lee J., Koo C., Park H. Assessment of seasonal energy efficiency strategies of a double skin facade in a monsoon climate region. Energies 2013, 6(9):4352-4376.
    • (2013) Energies , vol.6 , Issue.9 , pp. 4352-4376
    • Hong, T.1    Kim, J.2    Lee, J.3    Koo, C.4    Park, H.5
  • 35
    • 4344601383 scopus 로고    scopus 로고
    • Natural cooling strategies efficiency in an office building with a double-skin façade
    • Gratia E., Herde A.D. Natural cooling strategies efficiency in an office building with a double-skin façade. Energy Build 2004, 36:1139-1152.
    • (2004) Energy Build , vol.36 , pp. 1139-1152
    • Gratia, E.1    Herde, A.D.2
  • 36
    • 33747222392 scopus 로고    scopus 로고
    • Investigating the potential use of natural ventilation in new building designs in Turkey
    • Ayata T., Yildiz O. Investigating the potential use of natural ventilation in new building designs in Turkey. Energy Build 2006, 38:959-963.
    • (2006) Energy Build , vol.38 , pp. 959-963
    • Ayata, T.1    Yildiz, O.2
  • 37
    • 33749261631 scopus 로고    scopus 로고
    • Application of ANN to explore the potential use of natural ventilation in buildings in Turkey
    • Ayata T., ArcaklIoglu E., YildIz O. Application of ANN to explore the potential use of natural ventilation in buildings in Turkey. Appl Therm Eng 2007, 27:12-20.
    • (2007) Appl Therm Eng , vol.27 , pp. 12-20
    • Ayata, T.1    ArcaklIoglu, E.2    YildIz, O.3
  • 38
    • 80755175923 scopus 로고    scopus 로고
    • A comparative life cycle assessment of a transparent composite facade system and a glass curtain wall system
    • Kim K.H. A comparative life cycle assessment of a transparent composite facade system and a glass curtain wall system. Energy Build 2011, 43:3436-3445.
    • (2011) Energy Build , vol.43 , pp. 3436-3445
    • Kim, K.H.1
  • 39
    • 0034276231 scopus 로고    scopus 로고
    • Window and advanced glazing systems life cycle assessment
    • Citherlet S., Di Guglielmo F., Gay J.B. Window and advanced glazing systems life cycle assessment. Energy Build 2000, 32:225-234.
    • (2000) Energy Build , vol.32 , pp. 225-234
    • Citherlet, S.1    Di Guglielmo, F.2    Gay, J.B.3
  • 40
    • 21844476429 scopus 로고    scopus 로고
    • Applying multi-objective genetic algorithms in green building design optimization
    • Wang W., Zmeureanu R., Rivard H. Applying multi-objective genetic algorithms in green building design optimization. Build Environ 2005, 40(11):1512-1525.
    • (2005) Build Environ , vol.40 , Issue.11 , pp. 1512-1525
    • Wang, W.1    Zmeureanu, R.2    Rivard, H.3
  • 41
    • 84870623173 scopus 로고    scopus 로고
    • Optimization of an envelope retrofit strategy for an existing office building
    • Güçyeter B., Günaydin H.M. Optimization of an envelope retrofit strategy for an existing office building. Energy Build 2012, 55:647-659.
    • (2012) Energy Build , vol.55 , pp. 647-659
    • Güçyeter, B.1    Günaydin, H.M.2
  • 42
    • 7544249093 scopus 로고    scopus 로고
    • Residential building envelope heat gain and cooling energy requirements
    • Lam J.C., Tsang C.L., Li D.H.W., Cheung S.O. Residential building envelope heat gain and cooling energy requirements. Energy 2005, 30:933-951.
    • (2005) Energy , vol.30 , pp. 933-951
    • Lam, J.C.1    Tsang, C.L.2    Li, D.H.W.3    Cheung, S.O.4
  • 43
    • 1442285682 scopus 로고    scopus 로고
    • Building design and energy end-use characteristics of high-rise residential buildings in Hong Kong
    • Wan K.S.Y., Yik F.W.H. Building design and energy end-use characteristics of high-rise residential buildings in Hong Kong. Appl Energy 2004, 78:19-36.
    • (2004) Appl Energy , vol.78 , pp. 19-36
    • Wan, K.S.Y.1    Yik, F.W.H.2
  • 44
    • 84870752002 scopus 로고    scopus 로고
    • An energy and water resource demand estimation model for multi-family housing complexes in Korea
    • Suh D., Chang S. An energy and water resource demand estimation model for multi-family housing complexes in Korea. Energies 2012, 5:4497-4516.
    • (2012) Energies , vol.5 , pp. 4497-4516
    • Suh, D.1    Chang, S.2
  • 45
    • 33645388374 scopus 로고    scopus 로고
    • Experimental estimation of building energy performance by robust regression
    • Ghiaus C. Experimental estimation of building energy performance by robust regression. Energy Build 2006, 38:582-587.
    • (2006) Energy Build , vol.38 , pp. 582-587
    • Ghiaus, C.1
  • 46
    • 84872236003 scopus 로고    scopus 로고
    • Optimizing hybrid ventilation in public spaces of complex buildings - a case study of the Wisconsin Institutes for Discovery
    • Menassa C.C., Taylor N., Nelson J. Optimizing hybrid ventilation in public spaces of complex buildings - a case study of the Wisconsin Institutes for Discovery. Build Environ 2013, 61:57-68.
    • (2013) Build Environ , vol.61 , pp. 57-68
    • Menassa, C.C.1    Taylor, N.2    Nelson, J.3
  • 47
    • 0029207840 scopus 로고
    • Parameterization study of the overall thermal-transfer value equation for buildings
    • Chow W.K., Chan K.T. Parameterization study of the overall thermal-transfer value equation for buildings. Appl Energy 1995, 50:247-268.
    • (1995) Appl Energy , vol.50 , pp. 247-268
    • Chow, W.K.1    Chan, K.T.2
  • 48
    • 0026477559 scopus 로고
    • Overall thermal transfer values for building envelopes in Hong Kong
    • Chow W.K., Chan K.T. Overall thermal transfer values for building envelopes in Hong Kong. Appl Energy 1992, 42:289-312.
    • (1992) Appl Energy , vol.42 , pp. 289-312
    • Chow, W.K.1    Chan, K.T.2
  • 49
    • 84921401530 scopus 로고
    • The Government of the Hong Kong Special Administration Region (Buildings Department). Code of practice for overall thermal transfer value in buildings (20.09.13).
    • The Government of the Hong Kong Special Administration Region (Buildings Department). Code of practice for overall thermal transfer value in buildings 1995,(20.09.13). http://bd.gov.hk/english/documents/code/e_ottv.htm.
    • (1995)
  • 50
    • 78650785889 scopus 로고    scopus 로고
    • A performance-based method for energy efficiency improvement of buildings
    • Chua K.J., Chou S.K. A performance-based method for energy efficiency improvement of buildings. Energy Convers Manage 2011, 52:1829-1839.
    • (2011) Energy Convers Manage , vol.52 , pp. 1829-1839
    • Chua, K.J.1    Chou, S.K.2
  • 51
    • 80052268700 scopus 로고    scopus 로고
    • Sensitivity analysis of optimal model on building cooling heating and power system
    • Wang J.J., Zhai Z.Q., Jing Y.Y., Zhang X.T., Zhang C.F. Sensitivity analysis of optimal model on building cooling heating and power system. Appl Energy 2011, 88:5143-5152.
    • (2011) Appl Energy , vol.88 , pp. 5143-5152
    • Wang, J.J.1    Zhai, Z.Q.2    Jing, Y.Y.3    Zhang, X.T.4    Zhang, C.F.5
  • 52
    • 73149117151 scopus 로고    scopus 로고
    • Multi-criteria analysis of combined cooling, heating and power systems in different climate zones in China
    • Wang J.J., Zhang C.F., Jing Y.Y. Multi-criteria analysis of combined cooling, heating and power systems in different climate zones in China. Appl Energy 2010, 87:1247-1259.
    • (2010) Appl Energy , vol.87 , pp. 1247-1259
    • Wang, J.J.1    Zhang, C.F.2    Jing, Y.Y.3
  • 53
    • 82155176113 scopus 로고    scopus 로고
    • Decentralized cooling in district heating network: system simulation and parametric study
    • Udomsri S., Bales C., Martin A.R., Martin V. Decentralized cooling in district heating network: system simulation and parametric study. Appl Energy 2012, 92:175-184.
    • (2012) Appl Energy , vol.92 , pp. 175-184
    • Udomsri, S.1    Bales, C.2    Martin, A.R.3    Martin, V.4
  • 54
    • 79959821004 scopus 로고    scopus 로고
    • The impact of the projected changes in temperature on heating and cooling requirements in buildings in Dhaka, Bangladesh
    • Mourshed M. The impact of the projected changes in temperature on heating and cooling requirements in buildings in Dhaka, Bangladesh. Appl Energy 2011, 88:3737-3746.
    • (2011) Appl Energy , vol.88 , pp. 3737-3746
    • Mourshed, M.1
  • 55
    • 62549140760 scopus 로고    scopus 로고
    • Orchard Publications, California
    • ® 2007, Orchard Publications, California. 3rd ed.
    • (2007) ®
    • Karris, S.T.1
  • 59
    • 84856577783 scopus 로고    scopus 로고
    • Topology optimization for braced frames: combining continuum and beam/column elements
    • Stromberga L.L., Beghinib A., Bakerb W.F., Paulino G.H. Topology optimization for braced frames: combining continuum and beam/column elements. Eng Struct 2012, 37:106-124.
    • (2012) Eng Struct , vol.37 , pp. 106-124
    • Stromberga, L.L.1    Beghinib, A.2    Bakerb, W.F.3    Paulino, G.H.4
  • 60
    • 80053249326 scopus 로고    scopus 로고
    • Optimized topology extraction of steel-framed DiaGrid structure for tall buildings
    • Lee D.K., Starossek U., Shin S.M. Optimized topology extraction of steel-framed DiaGrid structure for tall buildings. Int J Steel Struct 2010, 10:157-164.
    • (2010) Int J Steel Struct , vol.10 , pp. 157-164
    • Lee, D.K.1    Starossek, U.2    Shin, S.M.3
  • 61
    • 33750140963 scopus 로고    scopus 로고
    • System identification and damage detection of a prestressed concrete beam
    • Unger J.F., Teughels A., Roeck G.D. System identification and damage detection of a prestressed concrete beam. J Struct Eng 2006, 132:1691-1698.
    • (2006) J Struct Eng , vol.132 , pp. 1691-1698
    • Unger, J.F.1    Teughels, A.2    Roeck, G.D.3
  • 62
    • 84858000554 scopus 로고    scopus 로고
    • Thermal design and management for performance optimization of solar thermoelectric generator
    • Xiao J., Yang T., Li P., Zhai P., Zhang Q. Thermal design and management for performance optimization of solar thermoelectric generator. Appl Energy 2012, 93:33-38.
    • (2012) Appl Energy , vol.93 , pp. 33-38
    • Xiao, J.1    Yang, T.2    Li, P.3    Zhai, P.4    Zhang, Q.5
  • 63
    • 77957299203 scopus 로고    scopus 로고
    • Loss evaluation and design optimisation for direct driven permanent magnet synchronous generators for wind power
    • Eriksson S., Bernhoff H. Loss evaluation and design optimisation for direct driven permanent magnet synchronous generators for wind power. Appl Energy 2011, 88:265-271.
    • (2011) Appl Energy , vol.88 , pp. 265-271
    • Eriksson, S.1    Bernhoff, H.2
  • 65
    • 84864828478 scopus 로고    scopus 로고
    • FEM modeling of the piezoelectric driving system in the design of direct-acting diesel injectors
    • Ferrari A., Mittica A. FEM modeling of the piezoelectric driving system in the design of direct-acting diesel injectors. Appl Energy 2012, 99:471-483.
    • (2012) Appl Energy , vol.99 , pp. 471-483
    • Ferrari, A.1    Mittica, A.2
  • 67
    • 84921401529 scopus 로고    scopus 로고
    • Improving the energy efficiency of the existing housing stock. Delft University of Technology (DUT): EPBD;
    • The Energy Performance of Buildings Directive (EPBD). Improving the energy efficiency of the existing housing stock. Delft University of Technology (DUT): EPBD; 2005.
    • (2005)
  • 71
    • 0041752417 scopus 로고    scopus 로고
    • ASHRAE, Atlanta
    • American Society of Heating, Refrigerating and Air-Conditioning Engineers (ASHRAE) ASHRAE guideline 14-2002 2002, ASHRAE, Atlanta.
    • (2002) ASHRAE guideline 14-2002
  • 72
    • 84877596409 scopus 로고    scopus 로고
    • Estimation of the monthly average daily solar radiation using geographical information system and advanced case-based reasoning
    • Koo C., Hong T., Lee M., Park H. Estimation of the monthly average daily solar radiation using geographical information system and advanced case-based reasoning. Environ Sci Technol 2013, 47(9):4829-4839.
    • (2013) Environ Sci Technol , vol.47 , Issue.9 , pp. 4829-4839
    • Koo, C.1    Hong, T.2    Lee, M.3    Park, H.4
  • 73
    • 84902550714 scopus 로고    scopus 로고
    • An estimation model for determining the annual energy cost budget in educational facilities using SARIMA and ANN
    • Jeong K., Koo C., Hong T., Park H. An estimation model for determining the annual energy cost budget in educational facilities using SARIMA and ANN. Energy 2014, 71:71-79.
    • (2014) Energy , vol.71 , pp. 71-79
    • Jeong, K.1    Koo, C.2    Hong, T.3    Park, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.