메뉴 건너뛰기




Volumn 133, Issue 4, 2011, Pages

Closed-form correlation of buildings energy use with key design parameters calibrated using a genetic algorithm

Author keywords

Building energy use; function coefficient optimization; genetic algorithms; projection factor; relative compactness; window to wall ratio

Indexed keywords

BUILDING ENERGY; FUNCTION COEFFICIENTS; PROJECTION FACTOR; RELATIVE COMPACTNESS; WINDOW-TO-WALL RATIO;

EID: 80455140200     PISSN: 01996231     EISSN: 15288986     Source Type: Journal    
DOI: 10.1115/1.4004272     Document Type: Article
Times cited : (3)

References (40)
  • 1
    • 0005053448 scopus 로고    scopus 로고
    • Methods of energy analysis
    • Bruce D. Hunn, ed., MIT, Cambridge, MA
    • Busch, R. D., 1996, "Methods of Energy Analysis", Fundamentals of Building Energy Dynamics, Bruce D. Hunn, ed., MIT, Cambridge, MA.
    • (1996) Fundamentals of Building Energy Dynamics
    • Busch, R.D.1
  • 2
    • 32644438456 scopus 로고    scopus 로고
    • Design of building shape and energetic consumption
    • Depecker, P., Menezo, C., Virgone, J., and Lepers, S., 2001, "Design of Building Shape and Energetic Consumption", Build. Environ., 30(2), pp. 201-222.
    • (2001) Build. Environ. , vol.30 , Issue.2 , pp. 201-222
    • Depecker, P.1    Menezo, C.2    Virgone, J.3    Lepers, S.4
  • 5
    • 37349028760 scopus 로고    scopus 로고
    • A review on buildings energy consumption information
    • DOI 10.1016/j.enbuild.2007.03.007, PII S0378778807001016
    • Pérez-Lombard, L., Ortiz, J., and Pout C., 2008, "A Review on Buildings Energy Consumption Information", Energy Build., 40(3), pp. 394-398. (Pubitemid 350296680)
    • (2008) Energy and Buildings , vol.40 , Issue.3 , pp. 394-398
    • Perez-Lombard, L.1    Ortiz, J.2    Pout, C.3
  • 6
  • 8
    • 0031185502 scopus 로고    scopus 로고
    • Multicriteria optimisation of shape of energy-saving buildings
    • PII S0360132396000650
    • Marks, W., 1997, "Multicriteria Optimisation of Shape of Energy-Saving Buildings", Build. Environ., 32(4), pp. 331-339. (Pubitemid 127411105)
    • (1997) Building and Environment , vol.32 , Issue.4 , pp. 331-339
    • Marks, W.1
  • 10
    • 0036787142 scopus 로고    scopus 로고
    • Optimization of building thermal design and control by multi-criterion genetic algorithm
    • Wright, J. A., Loosemore, H. A., and Farmani, R., 2002, "Optimization of Building Thermal Design and Control by Multi-Criterion Genetic Algorithm", Energy Build., 34(9), pp. 959-972.
    • (2002) Energy Build. , vol.34 , Issue.9 , pp. 959-972
    • Wright, J.A.1    Loosemore, H.A.2    Farmani, R.3
  • 11
    • 0041752282 scopus 로고    scopus 로고
    • The multi-criterion optimization of building thermal design and control
    • Building Simulation, Rio de Janeiro, Brazil, August
    • Wright, J., and Loosemore, H., 2001, "The Multi-Criterion Optimization of Building Thermal Design and Control", Seventh Internation IBPSA Conference, Building Simulation, Rio de Janeiro, Brazil, August, pp. 873-880.
    • (2001) Seventh Internation IBPSA Conference , pp. 873-880
    • Wright, J.1    Loosemore, H.2
  • 12
    • 0024944194 scopus 로고
    • A correlation method for predicting monthly and annual cooling loads in direct gain passive solar heated buildings
    • Schoenau, G. J., and Kehrig, R. A., 1989, "A Correlation Method for Predicting Monthly and Annual Cooling Loads in Direct Gain Passive Solar Heated Buildings", Energy Convers. Manage., 29(3), pp. 175-187.
    • (1989) Energy Convers. Manage. , vol.29 , Issue.3 , pp. 175-187
    • Schoenau, G.J.1    Kehrig, R.A.2
  • 13
    • 33749657994 scopus 로고    scopus 로고
    • A simplified analysis method to predict the impact of shape on annual energy use for office buildings
    • DOI 10.1016/j.enconman.2006.04.011, PII S0196890406001397
    • Ourghi, R., AlAnzi, A., and Krarti, M., 2007, "A Simplified Analysis Method to Predict the Impact of Shape on Annual Energy Use for Office Buildings", Energy Convers. Manage., 48(1), pp. 300-305. (Pubitemid 44556912)
    • (2007) Energy Conversion and Management , vol.48 , Issue.1 , pp. 300-305
    • Ourghi, R.1    Al-Anzi, A.2    Krarti, M.3
  • 14
    • 58649117566 scopus 로고    scopus 로고
    • Impact of building shape on thermal performance of office buildings in Kuwait
    • AlAnzi, A., Seo, D., and Krarti, M., 2009, "Impact of Building Shape on Thermal Performance of Office Buildings in Kuwait", Energy Convers. Manage., 50(3), pp. 822-828.
    • (2009) Energy Convers. Manage. , vol.50 , Issue.3 , pp. 822-828
    • AlAnzi, A.1    Seo, D.2    Krarti, M.3
  • 15
    • 34247149462 scopus 로고    scopus 로고
    • Exergetic optimization of shell and tube heat exchangers using a genetic based algorithm
    • DOI 10.1016/j.applthermaleng.2007.01.007, PII S1359431107000385
    • Ozcelik, Y., 2007, "Exergetic Optimization of Shell and Tube Heat Exchangers Using a Genetic Based Algorithm", Appl. Therm. Eng., 27(11-12), pp. 1849-1856. (Pubitemid 46603323)
    • (2007) Applied Thermal Engineering , vol.27 , Issue.11-12 , pp. 1849-1856
    • Ozcelik, Y.1
  • 16
    • 39749198585 scopus 로고    scopus 로고
    • Optimization of compact heat exchangers by a genetic algorithm
    • DOI 10.1016/j.applthermaleng.2007.07.008, PII S1359431107002402
    • Xie, G. N., Sunden, B., and Wang, Q. W., 2008, "Optimization of Compact Heat Exchangers by a Genetic Algorithm", Appl. Therm. Eng., 28(8-9), pp. 895-906. (Pubitemid 351312704)
    • (2008) Applied Thermal Engineering , vol.28 , Issue.8-9 , pp. 895-906
    • Xie, G.N.1    Sunden, B.2    Wang, Q.W.3
  • 17
    • 0031692105 scopus 로고    scopus 로고
    • Genetic algorithm for estimating multiphase flow functions from unsteady-state displacement experiments
    • DOI 10.1016/S0098-3004(97)00129-5, PII S0098300497001295
    • Akin, S., and Demiral, B., 1998, "Genetic Algorithm for Estimating Multiphase Flow Functions From Unsteady-State Displacement Experiments", Comput. Geosci., 24(3), pp. 251-258. (Pubitemid 28422822)
    • (1998) Computers and Geosciences , vol.24 , Issue.3 , pp. 251-258
    • Akin, S.1    Demiral, B.2
  • 18
    • 0001403575 scopus 로고
    • Genetic algorithms for real parameter optimization
    • G. J. E. Rawlins, ed., Morgan Kaufmann Publishers, San Mateo, CA
    • Wright, H. A., 1991, "Genetic Algorithms for Real Parameter Optimization", Foundations of Genetic Algorithms, G. J. E. Rawlins, ed., Morgan Kaufmann Publishers, San Mateo, CA, pp. 205-218.
    • (1991) Foundations of Genetic Algorithms , pp. 205-218
    • Wright, H.A.1
  • 20
    • 33748672913 scopus 로고    scopus 로고
    • Evolutionary optimization techniques as versatile solvers for hard-to-converge problems in computational fluid dynamics
    • DOI 10.1002/fld.1184
    • Bourisli, R. I., and Kaminski, D. A., 2006, "Evolutionary Optimization Techniques as Versatile Solvers for Hard-to-Converge Problems in Computational Fluid Dynamics", Int. J. Numer. Methods Fluids, 52, pp. 321-354. (Pubitemid 44383356)
    • (2006) International Journal for Numerical Methods in Fluids , vol.52 , Issue.3 , pp. 321-354
    • Bourisli, R.I.1    Kaminski, D.A.2
  • 21
    • 59849129365 scopus 로고    scopus 로고
    • Review of utilization of genetic algorithms in heat transfer problems
    • Gosselin, L., Tye-Gingras, M., and Mathieu-Potvin, F., 2009, "Review of Utilization of Genetic Algorithms in Heat Transfer Problems", Int. J. Numer. Methods Fluids, 52, pp. 2169-2188.
    • (2009) Int. J. Numer. Methods Fluids , vol.52 , pp. 2169-2188
    • Gosselin, L.1    Tye-Gingras, M.2    Mathieu-Potvin, F.3
  • 22
    • 0001009599 scopus 로고    scopus 로고
    • Optimization of the inner relation function of QPLS using genetic algorithm
    • Yoshida, H., and Funatsu, K., 1997, "Optimization of the Inner Relation Function of QPLS Using Genetic Algorithm", J. Chem. Inf. Comput. Sci., 37(6), pp. 1115-1121. (Pubitemid 127599812)
    • (1997) Journal of Chemical Information and Computer Sciences , vol.37 , Issue.6 , pp. 1115-1121
    • Yoshida, H.1    Funatsu, K.2
  • 23
    • 0032006435 scopus 로고    scopus 로고
    • The use of evolutionary-genetic analogy in numerical analysis
    • Rubinsky, B., and Davalos, R., 1998, "The Use of Evolutionary-Genetic Analogy in Numerical Analysis", Commun. Numer. Methods Eng., 14, pp. 151-160.
    • (1998) Commun. Numer. Methods Eng. , vol.14 , pp. 151-160
    • Rubinsky, B.1    Davalos, R.2
  • 24
    • 35348864267 scopus 로고    scopus 로고
    • Experimental study and genetic-algorithm-based correlation on shell-side heat transfer and flow performance of three different types of shell-and-tube heat exchangers
    • DOI 10.1115/1.2739611
    • Wang, Q. W., Xie, G. N., Peng, B. T., and Zeng, M., 2007, "Experimental Study and Genetic Algorithm-Based Correlation on Shell-Side Heat Transfer and Flow Performance of Three Different Types of Shell-and-Tube Heat Exchangers", ASME Trans. J. Heat Transfer, 129(9), pp. 1277-1285. (Pubitemid 47593210)
    • (2007) Journal of Heat Transfer , vol.129 , Issue.9 , pp. 1277-1285
    • Wang, Q.-W.1    Xie, G.-N.2    Peng, B.-T.3    Zeng, M.4
  • 26
    • 0346339809 scopus 로고    scopus 로고
    • Residential commercial energy input estimation based on genetic algorithm (GA) approaches: An application of Turkey
    • Ozturk, H. K., Canyurt, O. E., Hepbasli, A., and Utlu, Z., 2004, "Residential Commercial Energy Input Estimation Based on Genetic Algorithm (GA) Approaches: An Application of Turkey", Energy Build., 36(2), pp. 175-183.
    • (2004) Energy Build. , vol.36 , Issue.2 , pp. 175-183
    • Ozturk, H.K.1    Canyurt, O.E.2    Hepbasli, A.3    Utlu, Z.4
  • 27
    • 33845799203 scopus 로고    scopus 로고
    • Optimization of Mediterranean building design using genetic algorithms
    • DOI 10.1016/j.enbuild.2005.11.015, PII S0378778806001599
    • Znouda, E., Ghrab-Morcos, N., and Hadj-Alouane, A., 2007, "Optimization of Mediterranean Building Design Using Genetic Algorithms", Energy Build., 39, pp. 148-153. (Pubitemid 46014386)
    • (2007) Energy and Buildings , vol.39 , Issue.2 , pp. 148-153
    • Znouda, E.1    Ghrab-Morcos, N.2    Hadj-Alouane, A.3
  • 28
    • 34447504443 scopus 로고    scopus 로고
    • Integration of genetic algorithm, computer simulation and design of experiments for forecasting electrical energy consumption
    • DOI 10.1016/j.enpol.2007.04.020, PII S0301421507001668
    • Azadeh, A., and Tarverdian, S., 2007, "Integration of Genetic Algorithm, Computer Simulation and Design of Experiments for Forecasting Electrical Energy Consumption", Energy Policy, 35, pp. 5229-5241. (Pubitemid 47065328)
    • (2007) Energy Policy , vol.35 , Issue.10 , pp. 5229-5241
    • Azadeh, A.1    Tarverdian, S.2
  • 29
    • 34047099220 scopus 로고    scopus 로고
    • Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption
    • DOI 10.1016/j.amc.2006.08.093, PII S0096300306011088
    • Azadeh, A., Ghaderi, S. F., Tarverdian, S., and Saberi, M., 2007, "Integration of Artificial Neural Networks and Genetic Algorithm to Predict Electrical Energy Consumption", Appl. Math. Comput., 186, pp. 1731-1741. (Pubitemid 46509532)
    • (2007) Applied Mathematics and Computation , vol.186 , Issue.2 , pp. 1731-1741
    • Azadeh, A.1    Ghaderi, S.F.2    Tarverdian, S.3    Saberi, M.4
  • 30
    • 64249122654 scopus 로고    scopus 로고
    • Fast method to predict building heating demand based on the design of experiments
    • Jaffal, I., Inard, C., and Ghiaus, C., 2009, "Fast Method to Predict Building Heating Demand Based on the Design of Experiments", Energy Build., 41, pp. 669-677.
    • (2009) Energy Build. , vol.41 , pp. 669-677
    • Jaffal, I.1    Inard, C.2    Ghiaus, C.3
  • 37
    • 0003095199 scopus 로고
    • Expected allele coverage and the role of mutation in genetic algorithms
    • S. Forrest, ed., Morgan Kaufmann Publishers, San Mateo, CA
    • Tate, D. M., and Smith, A. E., 1993, "Expected Allele Coverage and the Role of Mutation in Genetic Algorithms", Proceedings of the Fifth International Conference on Genetic Algorithms, S. Forrest, ed., Morgan Kaufmann Publishers, San Mateo, CA, pp. 31-37.
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms , pp. 31-37
    • Tate, D.M.1    Smith, A.E.2
  • 38
    • 4644296373 scopus 로고    scopus 로고
    • Solving fluid flow problems using a real-coded genetic algorithm with uniform refinement
    • C. A. Brebbia, A. Mendes, and M. Rahman, eds., March, WIT, Southampton, UK
    • Bourisli, R., and Kaminski, D. A., 2004, "Solving Fluid Flow Problems Using a Real-Coded Genetic Algorithm With Uniform Refinement", Advances in Fluid Mechanics, C. A. Brebbia, A. Mendes, and M. Rahman, eds., Vol. 5, March, WIT, Southampton, UK pp. 63-72.
    • (2004) Advances in Fluid Mechanics , vol.5 , pp. 63-72
    • Bourisli, R.1    Kaminski, D.A.2
  • 39
    • 0030713683 scopus 로고    scopus 로고
    • A theoretical analysis of the non-uniform mutation operator for the modified genetic algorithm
    • IEEE, Indianapolis, IN
    • Neubauer, A., 1997, "A Theoretical Analysis of the Non-Uniform Mutation Operator for the Modified Genetic Algorithm, Proceedings of 1997 IEEE International Conference on Evolutionary Computation, IEEE, Indianapolis, IN, pp. 93-96.
    • (1997) Proceedings of 1997 IEEE International Conference on Evolutionary Computation , pp. 93-96
    • Neubauer, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.