메뉴 건너뛰기




Volumn 81, Issue , 2014, Pages 18-29

Using self-adaptive optimisation methods to perform sequential optimisation for low-energy building design

Author keywords

Building; Dynamic; Energy; Evolutionary strategy; Optimisation; Sequential

Indexed keywords

ARCHITECTURAL DESIGN; BUILDINGS; DYNAMICS; EVOLUTIONARY ALGORITHMS; OPTIMAL SYSTEMS; OPTIMIZATION;

EID: 84903607829     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2014.05.037     Document Type: Article
Times cited : (31)

References (50)
  • 1
    • 36549076471 scopus 로고    scopus 로고
    • Contrasting the capabilities of building energy performance simulation programs
    • DOI 10.1016/j.buildenv.2006.10.027, PII S0360132306003234, Building Performance Simulation
    • D.B. Crawley, J.W. Hand, M. Kurnmert, and B.T. Griffith Contrasting the capabilities of building energy performance simulation programs Building and Environment 43 2008 661 673 (Pubitemid 350177309)
    • (2008) Building and Environment , vol.43 , Issue.4 , pp. 661-673
    • Crawley, D.B.1    Hand, J.W.2    Kummert, M.3    Griffith, B.T.4
  • 2
    • 77649338718 scopus 로고    scopus 로고
    • Genetic-algorithm based approach to optimize building envelope design for residential buildings
    • D. Tuhus-Dubrow, and M. Krarti Genetic-algorithm based approach to optimize building envelope design for residential buildings Building and Environment 45 2010 1574 1581
    • (2010) Building and Environment , vol.45 , pp. 1574-1581
    • Tuhus-Dubrow, D.1    Krarti, M.2
  • 4
    • 78650525067 scopus 로고    scopus 로고
    • Development of a multicriteria tool for optimizing the renovation of buildings
    • F.P. Chantrelle, H. Lahmidi, W. Keilholz, M. El Mankibi, and P. Michel Development of a multicriteria tool for optimizing the renovation of buildings Applied Energy 88 2011 1386 1394
    • (2011) Applied Energy , vol.88 , pp. 1386-1394
    • Chantrelle, F.P.1    Lahmidi, H.2    Keilholz, W.3    El Mankibi, M.4    Michel, P.5
  • 5
    • 84874897710 scopus 로고    scopus 로고
    • A review of computational optimisation methods applied to sustainable building design
    • R. Evins A review of computational optimisation methods applied to sustainable building design Renewable and Sustainable Energy Reviews 22 2013 230 245
    • (2013) Renewable and Sustainable Energy Reviews , vol.22 , pp. 230-245
    • Evins, R.1
  • 6
    • 84873906924 scopus 로고    scopus 로고
    • Assessing gaps and needs for integrating building performance optimization tools in net zero energy buildings design
    • S. Attia, M. Hamdy, W. O'Brien, and S. Carlucci Assessing gaps and needs for integrating building performance optimization tools in net zero energy buildings design Energy and Buildings 60 2013 110 124
    • (2013) Energy and Buildings , vol.60 , pp. 110-124
    • Attia, S.1    Hamdy, M.2    O'Brien, W.3    Carlucci, S.4
  • 9
    • 0036884354 scopus 로고    scopus 로고
    • Low-energy design: Combining computer-based optimisation and human judgement
    • DOI 10.1016/S0360-1323(01)00106-8, PII S0360132301001068
    • D.A. Coley, and S. Schukat Low-energy design: combining computer-based optimisation and human judgement Building and Environment 37 2002 1241 1247 (Pubitemid 35016165)
    • (2002) Building and Environment , vol.37 , Issue.12 , pp. 1241-1247
    • Coley, D.A.1    Schukat, S.2
  • 10
    • 0036787142 scopus 로고    scopus 로고
    • Optimization of building thermal design and control by multi-criterion genetic algorithm
    • J.A. Wright, H.A. Loosemore, and R. Farmani Optimization of building thermal design and control by multi-criterion genetic algorithm Energy and Buildings 34 2002 959 972
    • (2002) Energy and Buildings , vol.34 , pp. 959-972
    • Wright, J.A.1    Loosemore, H.A.2    Farmani, R.3
  • 11
    • 70350586743 scopus 로고    scopus 로고
    • Multiobjective optimization of building design using TRNSYS simulations, genetic algorithm, and Artificial Neural Network
    • L. Magnier, and F. Haghighat Multiobjective optimization of building design using TRNSYS simulations, genetic algorithm, and Artificial Neural Network Building and Environment 45 2010 739 746
    • (2010) Building and Environment , vol.45 , pp. 739-746
    • Magnier, L.1    Haghighat, F.2
  • 12
    • 34250083818 scopus 로고
    • Approximation concepts for optimum structural design - A review
    • J.F.M. Barthelemy, and R.T. Haftka Approximation concepts for optimum structural design - a review Structural Optimization 5 1993 129 144
    • (1993) Structural Optimization , vol.5 , pp. 129-144
    • Barthelemy, J.F.M.1    Haftka, R.T.2
  • 14
    • 0002589996 scopus 로고    scopus 로고
    • Metalmodeling techniques for evolutionary optimization of computationally expensive problems: Promises and limitations
    • Orlando, USA
    • M.A. El-Beltagy, and A.J. Keane Metalmodeling techniques for evolutionary optimization of computationally expensive problems: promises and limitations Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-99) Orlando, USA 1999 196 203
    • (1999) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-99) , pp. 196-203
    • El-Beltagy, M.A.1    Keane, A.J.2
  • 16
    • 0042443512 scopus 로고    scopus 로고
    • Using surrogate models and response surfaces in structural optimization - With application to crashworthiness design and sheet metal forming
    • T. Jansson, L. Nilsson, and M. Redhe Using surrogate models and response surfaces in structural optimization - with application to crashworthiness design and sheet metal forming Structural Multidisciplinary Optimisation 25 2003 129 140
    • (2003) Structural Multidisciplinary Optimisation , vol.25 , pp. 129-140
    • Jansson, T.1    Nilsson, L.2    Redhe, M.3
  • 17
    • 77958094834 scopus 로고    scopus 로고
    • Space mapping with adaptive response correction for microwave design optimization
    • S. Koziel, J.W. Bandler, and K. Madsen Space mapping with adaptive response correction for microwave design optimization IEEE Transactions on Microwaves Theory 57 2009 478 486
    • (2009) IEEE Transactions on Microwaves Theory , vol.57 , pp. 478-486
    • Koziel, S.1    Bandler, J.W.2    Madsen, K.3
  • 19
    • 4344669754 scopus 로고    scopus 로고
    • Surrogate-assisted evolutionary optimization frameworks for high-fidelity engineering design problems
    • Y. Jin, Springer Berlin
    • Y.S. Ong, P.B. Nair, A.J. Keane, and K.W. Wong Surrogate-assisted evolutionary optimization frameworks for high-fidelity engineering design problems Y. Jin, Knowledge Incorporation in Evolutionary Computation 2004 Springer Berlin
    • (2004) Knowledge Incorporation in Evolutionary Computation
    • Ong, Y.S.1    Nair, P.B.2    Keane, A.J.3    Wong, K.W.4
  • 20
    • 0035727744 scopus 로고    scopus 로고
    • Comparative studies of metamodelling techniques under multiple modelling criteria
    • DOI 10.1007/s00158-001-0160-4
    • R. Jin, W. Chen, and T.W. Simpson Comparative studies of metamodelling techniques under multiple modelling criteria Structural Multidisciplinary Optimisation 23 2001 1 13 (Pubitemid 34271934)
    • (2001) Structural and Multidisciplinary Optimization , vol.23 , Issue.1 , pp. 1-13
    • Jin, R.1    Chen, W.2    Simpson, T.W.3
  • 21
    • 11344293447 scopus 로고    scopus 로고
    • A comparison of deterministic and probabilistic optimization algorithms for nonsmooth simulation-based optimization
    • DOI 10.1016/j.buildenv.2004.01.022
    • M. Wetter, and J. Wright A comparison of deterministic and probabilistic optimization algorithms for nonsmooth simulation-based optimization Building and Environment 39 2004 989 999 (Pubitemid 44341173)
    • (2004) Building and Environment , vol.39 , Issue.8 SPEC. ISS. , pp. 989-999
    • Wetter, M.1    Wright, J.2
  • 22
    • 79958044334 scopus 로고    scopus 로고
    • Optimization in dynamic environments: A survey on problems, methods and measures
    • C. Cruz, J.R. Gonzalez, and D.A. Pelta Optimization in dynamic environments: a survey on problems, methods and measures Soft Computing 15 2011 1427 1448
    • (2011) Soft Computing , vol.15 , pp. 1427-1448
    • Cruz, C.1    Gonzalez, J.R.2    Pelta, D.A.3
  • 27
    • 0037592480 scopus 로고    scopus 로고
    • Evolution strategies - A comprehensive introduction
    • H.-G. Beyer, and H.-P. Schwefel Evolution strategies - a comprehensive introduction Natural Computing 1 2002 3 52
    • (2002) Natural Computing , vol.1 , pp. 3-52
    • Beyer, H.-G.1    Schwefel, H.-P.2
  • 28
    • 0002651837 scopus 로고
    • An overview of evolutionary algorithms for parameter optimization
    • T. Bäck, and H.-P. Schwefel An overview of evolutionary algorithms for parameter optimization Evolutionary Computation 1 1993 1 23
    • (1993) Evolutionary Computation , vol.1 , pp. 1-23
    • Bäck, T.1    Schwefel, H.-P.2
  • 30
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • DOI 10.1162/106365603321828970
    • N. Hansen, S.D. Müller, and P. Koumoutsakos Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES) Evolutionary Computation 11 2003 1 18 (Pubitemid 37044186)
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    Muller, S.D.2    Koumoutsakos, P.3
  • 31
    • 58849162655 scopus 로고    scopus 로고
    • A hybrid CMA-ES and HDE optimisation algorithm with application to solar energy potential
    • J.H. Kampf, and D. Robinson A hybrid CMA-ES and HDE optimisation algorithm with application to solar energy potential Applied Soft Computing 9 2009 738 745
    • (2009) Applied Soft Computing , vol.9 , pp. 738-745
    • Kampf, J.H.1    Robinson, D.2
  • 34
    • 33947199868 scopus 로고    scopus 로고
    • CIBSE The Chartered Institution of Building Services Engineers London
    • CIBSE Guide A: Environmental Design 2006 The Chartered Institution of Building Services Engineers London
    • (2006) Guide A: Environmental Design
  • 35
    • 60749123936 scopus 로고    scopus 로고
    • Optimal design method for building energy systems using genetic algorithms
    • R. Ooka, and K. Komamura Optimal design method for building energy systems using genetic algorithms Building and Environment 44 2009 1538 1544
    • (2009) Building and Environment , vol.44 , pp. 1538-1544
    • Ooka, R.1    Komamura, K.2
  • 36
    • 77951119469 scopus 로고    scopus 로고
    • Building energy system optimizations with utilization of waste heat from cogenerations by means of genetic algorithm
    • G. Kayo, and R. Ooka Building energy system optimizations with utilization of waste heat from cogenerations by means of genetic algorithm Energy and Buildings 42 2010 985 991
    • (2010) Energy and Buildings , vol.42 , pp. 985-991
    • Kayo, G.1    Ooka, R.2
  • 37
    • 0036462649 scopus 로고    scopus 로고
    • A design optimization tool based on a genetic algorithm
    • DOI 10.1016/S0926-5805(00)00096-0, PII S0926580500000960
    • L.G. Caldas, and L.K. Norford A design optimization tool based on a genetic algorithm Automation in Construction 11 2002 173 184 (Pubitemid 33018890)
    • (2002) Automation in Construction , vol.11 , Issue.2 , pp. 173-184
    • Caldas, L.G.1    Norford, L.K.2
  • 38
    • 74149084427 scopus 로고    scopus 로고
    • Structural analysis of Pareto-optimal solution sets for multi-objective optimization: An application to outer window design problems using Multiple Objective Genetic Algorithms
    • K. Suga, S. Kato, and K. Hiyama Structural analysis of Pareto-optimal solution sets for multi-objective optimization: an application to outer window design problems using Multiple Objective Genetic Algorithms Building and Environment 45 2010 1144 1152
    • (2010) Building and Environment , vol.45 , pp. 1144-1152
    • Suga, K.1    Kato, S.2    Hiyama, K.3
  • 39
    • 21844476429 scopus 로고    scopus 로고
    • Applying multi-objective genetic algorithms in green building design optimization
    • DOI 10.1016/j.buildenv.2004.11.017, PII S0360132304003439
    • W.M. Wang, R. Zmeureanu, and H. Rivard Applying multi-objective genetic algorithms in green building design optimization Building and Environment 40 2005 1512 1525 (Pubitemid 40959584)
    • (2005) Building and Environment , vol.40 , Issue.11 , pp. 1512-1525
    • Wang, W.1    Zmeureanu, R.2    Rivard, H.3
  • 40
    • 0041428058 scopus 로고    scopus 로고
    • Genetic algorithms for optimization of building envelopes and the design and control of HVAC systems
    • L.G. Caldas, and L.K. Norford Genetic algorithms for optimization of building envelopes and the design and control of HVAC systems Automation in Construction 125 2003 343 351
    • (2003) Automation in Construction , vol.125 , pp. 343-351
    • Caldas, L.G.1    Norford, L.K.2
  • 41
    • 63549137922 scopus 로고    scopus 로고
    • GA-based decision support system for housing condition assessment and refurbishment strategies
    • Y.K. Juan, J.H. Kim, K. Roper, and D. Castro-Lacouture GA-based decision support system for housing condition assessment and refurbishment strategies Automation in Construction 18 2009 394 401
    • (2009) Automation in Construction , vol.18 , pp. 394-401
    • Juan, Y.K.1    Kim, J.H.2    Roper, K.3    Castro-Lacouture, D.4
  • 43
    • 0002035566 scopus 로고
    • Reducing bias and inefficiency in the selection algorithm
    • J. Grefenstette, N.E. Hillsdale, Cambridge, MA
    • J.E. Baker Reducing bias and inefficiency in the selection algorithm J. Grefenstette, N.E. Hillsdale, Proceeding of the 2nd International Conference on Genetic Algorithms Cambridge, MA 1987 57 62
    • (1987) Proceeding of the 2nd International Conference on Genetic Algorithms , pp. 57-62
    • Baker, J.E.1
  • 44
    • 84873917416 scopus 로고    scopus 로고
    • Lumped parameter models for building thermal modelling: An analytic approach to simplifying complex multi-layered constructions
    • A.P. Ramallo-González, M.E. Eames, and D.A. Coley Lumped parameter models for building thermal modelling: an analytic approach to simplifying complex multi-layered constructions Energy and Buildings 60 2013 174 184
    • (2013) Energy and Buildings , vol.60 , pp. 174-184
    • Ramallo-González, A.P.1    Eames, M.E.2    Coley, D.A.3
  • 46
    • 84883305365 scopus 로고    scopus 로고
    • The appropriate spatial resolution of future weather files for building simulation
    • M. Eames, T. Kershaw, and D. Coley The appropriate spatial resolution of future weather files for building simulation Journal of Building Performance Simulation 5 2011 1 12
    • (2011) Journal of Building Performance Simulation , vol.5 , pp. 1-12
    • Eames, M.1    Kershaw, T.2    Coley, D.3
  • 47
    • 77952601505 scopus 로고    scopus 로고
    • Identification of key factors for uncertainty in the prediction of the thermal performance of an office building under climate change
    • P. de Wilde, and W. Tian Identification of key factors for uncertainty in the prediction of the thermal performance of an office building under climate change Building Simulation 2 2009 157 174
    • (2009) Building Simulation , vol.2 , pp. 157-174
    • De Wilde, P.1    Tian, W.2
  • 48
    • 84864402587 scopus 로고    scopus 로고
    • Uncertainties in energy consumption introduced by building operations and weather for a medium-size office building
    • L. Wang, P. Mathew, and X. Pang Uncertainties in energy consumption introduced by building operations and weather for a medium-size office building Energy and Buildings 53 2012 152 158
    • (2012) Energy and Buildings , vol.53 , pp. 152-158
    • Wang, L.1    Mathew, P.2    Pang, X.3
  • 49
    • 0028732158 scopus 로고
    • Variation of energy-consumption in dwellings due to climate, building and inhabitants
    • T.D. Pettersen Variation of energy-consumption in dwellings due to climate, building and inhabitants Energy and Buildings 21 1994 209 218
    • (1994) Energy and Buildings , vol.21 , pp. 209-218
    • Pettersen, T.D.1
  • 50
    • 80054796916 scopus 로고    scopus 로고
    • Uncertainty analysis in building performance simulation for design support
    • C.J. Hopfe, and J.L.M. Hensen Uncertainty analysis in building performance simulation for design support Energy and Buildings 43 2011 2798 2805
    • (2011) Energy and Buildings , vol.43 , pp. 2798-2805
    • Hopfe, C.J.1    Hensen, J.L.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.