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Volumn 4, Issue 1, 2010, Pages 267-299

Artificial intelligence for energy conservation in buildings

Author keywords

Artificial intelligence; Building energy management systems; Computational intelligence; Energy conservation; Fuzzy systems; Grey predictor; Intelligent agents; Multi agent systems

Indexed keywords


EID: 77955152986     PISSN: 17512549     EISSN: 17562201     Source Type: Journal    
DOI: 10.3763/aber.2009.0408     Document Type: Article
Times cited : (83)

References (67)
  • 5
    • 0035278625 scopus 로고    scopus 로고
    • Design and implementation of a room thermostat using an agent-based approach
    • Breemen, A.J.N. and Vries, T.J.A. (2001) 'Design and implementation of a room thermostat using an agent-based approach', Control Engineering Practice, vol 9, pp233-48
    • (2001) Control Engineering Practice , vol.9 , pp. 233-248
    • Breemen, A.J.N.1    Vries, T.J.A.2
  • 6
    • 0030657297 scopus 로고    scopus 로고
    • Proceedings of the 2nd International Cognitive Technology Conference
    • Brooks, R. (1997) 'Intelligent room project', in Proceedings of the 2nd International Cognitive Technology Conference
    • (1997) Intelligent Room Project
    • Brooks, R.1
  • 7
    • 0024737949 scopus 로고
    • A knowledge-based system for comfort diagnostics
    • Brothers, P. and Cooney, K. (1989) 'A knowledge-based system for comfort diagnostics', ASHRAE Journal, vol 31, no 9, pp60-67
    • (1989) ASHRAE Journal , vol.31 , Issue.9 , pp. 60-67
    • Brothers, P.1    Cooney, K.2
  • 9
    • 0031220414 scopus 로고    scopus 로고
    • Artificial intelligence and networking in integrated building management systems
    • Clark, G. and Mehta, P. (1997) 'Artificial intelligence and networking in integrated building management systems', Automation in Construction, vol 6, pp481-498
    • (1997) Automation In Construction , vol.6 , pp. 481-498
    • Clark, G.1    Mehta, P.2
  • 10
    • 0031369483 scopus 로고    scopus 로고
    • Proceedings of the 14th National Conference on Artificial Intelligence and 9th Innovative Applications of Artificial Intelligence Conference
    • Coen, M. (1997) 'Building brains for rooms: designing distributed software agents', in Proceedings of the 14th National Conference on Artificial Intelligence and 9th Innovative Applications of Artificial Intelligence Conference, pp971-977
    • (1997) Building Brains For Rooms: Designing Distributed Software Agents , pp. 971-977
    • Coen, M.1
  • 12
    • 16344391802 scopus 로고    scopus 로고
    • Distributed monitoring and control of office buildings by embedded agents
    • Davidsson, P. and Boman, M. (2005) 'Distributed monitoring and control of office buildings by embedded agents', Information Sciences, vol 171, pp293-307
    • (2005) Information Sciences , vol.171 , pp. 293-307
    • Davidsson, P.1    Boman, M.2
  • 13
    • 11844294047 scopus 로고    scopus 로고
    • An intelligent fuzzy agent approach for realising ambient intelligence in intelligent inhabited environments
    • Doctor, F., Hagras, H. and Callaghan, V. (2005) 'An intelligent fuzzy agent approach for realising ambient intelligence in intelligent inhabited environments', IEEE SMC Part A Systems and Humans, vol 35, no 1, pp55-65
    • (2005) IEEE SMC Part a Systems and Humans , vol.35 , Issue.1 , pp. 55-65
    • Doctor, F.1    Hagras, H.2    Callaghan, V.3
  • 15
    • 50249111891 scopus 로고    scopus 로고
    • Intelligent Technologies For Energy Efficiency and Comfort In a Building Environment
    • ICTA05, Thessaloniki, Greece
    • Dounis, A. I. and Caraiscos, C. (2005) 'Intelligent technologies for energy efficiency and comfort in a building environment', in International Conference of Technology and Automation, ICTA05, Thessaloniki, Greece, pp91-95
    • (2005) International Conference of Technology and Automation , pp. 91-95
    • Dounis, A.I.1    Caraiscos, C.2
  • 16
    • 50249146427 scopus 로고    scopus 로고
    • Intelligent Coordinator of Fuzzy Controller - Agents For Indoor Environment Control In Buildings Using 3-D Fuzzy Comfort Set
    • Dounis, A. I. and Caraiscos, C. (2007) 'Intelligent coordinator of fuzzy controller - agents for indoor environment control in buildings using 3-D fuzzy comfort set', in IEEE International Conference on Fuzzy Systems 2007, pp1409-1414
    • (2007) IEEE International Conference on Fuzzy Systems , vol.2007 , pp. 1409-1414
    • Dounis, A.I.1    Caraiscos, C.2
  • 17
    • 64249124235 scopus 로고    scopus 로고
    • Fuzzy comfort and its use in the design of an intelligent coordinator of fuzzy controller- agents for environmental conditions control in buildings
    • Dounis, A. I. and Caraiscos, C. (2008) 'Fuzzy comfort and its use in the design of an intelligent coordinator of fuzzy controller- agents for environmental conditions control in buildings', Journal of Uncertain Systems, vol 2, no 2, pp101-112
    • (2008) Journal of Uncertain Systems , vol.2 , Issue.2 , pp. 101-112
    • Dounis, A.I.1    Caraiscos, C.2
  • 18
    • 64249158703 scopus 로고    scopus 로고
    • Advanced control systems engineering for energy and comfort management in a building environment - a review
    • Dounis, A.I. and Caraiscos, C. (2009) 'Advanced control systems engineering for energy and comfort management in a building environment - a review', Renewable and Sustainable Energy Reviews, vol 13, pp1246-1261
    • (2009) Renewable and Sustainable Energy Reviews , vol.13 , pp. 1246-1261
    • Dounis, A.I.1    Caraiscos, C.2
  • 21
    • 0003744205 scopus 로고    scopus 로고
    • Multi-Agent Systems - An Introduction to Distributed Artificial Intelligence
    • Addison-Wesley,Reading, MA
    • Ferber, J. (1999) Multi-Agent Systems - An Introduction to Distributed Artificial Intelligence, Addison-Wesley, Reading, MA
    • (1999)
    • Ferber, J.1
  • 22
    • 64749095040 scopus 로고    scopus 로고
    • System optimization for HVAC energy management using the robust evolutionary algorithm
    • August
    • Fong, K. F., Hanby, V. I. and Chow, T. T. (2009) 'System optimization for HVAC energy management using the robust evolutionary algorithm', Applied Thermal Engineering, vol 29, no 11-12, August, pp2327-2334
    • (2009) Applied Thermal Engineering , Issue.11-12 , pp. 2327-2334
    • Fong, K.F.1    Hanby, V.I.2    Chow, T.T.3
  • 23
    • 0027853415 scopus 로고
    • RetroLite: An artificial intelligence tool for lighting energy-efficiency upgrade
    • Guo, B., Belcher, C. and Roddis, K. W. M. (1993) 'RetroLite: an artificial intelligence tool for lighting energy-efficiency upgrade', Energy and Buildings, vol 20, pp115-120
    • (1993) Energy and Buildings , vol.20 , pp. 115-120
    • Guo, B.1    Belcher, C.2    Roddis, K.W.M.3
  • 25
    • 38749099824 scopus 로고    scopus 로고
    • Employing computational intelligence to generate more intelligent and energy efficient living spaces
    • January 2008
    • Hagras, H. (2008) 'Employing computational intelligence to generate more intelligent and energy efficient living spaces', International Journal of Automation and Computing, vol 5, no 1, January 2008, pp1-9
    • (2008) International Journal of Automation and Computing , vol.5 , Issue.1 , pp. 1-9
    • Hagras, H.1
  • 26
    • 0037361830 scopus 로고    scopus 로고
    • A hierarchical fuzzy-genetic multi-agent architecture for intelligent buildings online learning, adaptation and control
    • Hagras, H., Callaghan, V., Colley, M. and Clarke, G. (2003) 'A hierarchical fuzzy-genetic multi-agent architecture for intelligent buildings online learning, adaptation and control', Information Sciences, vol 150, pp33-57
    • (2003) Information Sciences , vol.150 , pp. 33-57
    • Hagras, H.1    Callaghan, V.2    Colley, M.3    Clarke, G.4
  • 29
    • 3442876728 scopus 로고    scopus 로고
    • Block level energy planning for domestic lighting: A multi-objective fuzzy linear programming approach
    • Jana, C. and Chattopadhyay, R.N. (2004) 'Block level energy planning for domestic lighting: a multi-objective fuzzy linear programming approach', Energy. The International Journal, vol 29, no 11, pp1819-1829
    • (2004) Energy. the International Journal , vol.29 , Issue.11 , pp. 1819-1829
    • Jana, C.1    Chattopadhyay, R.N.2
  • 30
    • 69249187823 scopus 로고    scopus 로고
    • Multidomain Modeling of Nonlinear Networks and Systems
    • August
    • Jeltsema, D. and Scherpen, J. (2009) 'Multidomain modeling of nonlinear networks and systems', IEEE Control System Magazine, August 2009, pp28-59
    • (2009) IEEE Control System Magazine , pp. 28-59
    • Jeltsema, D.1    Scherpen, J.2
  • 32
    • 18144442102 scopus 로고    scopus 로고
    • Practical experiences from developing and implementing an expert system diagnostic tool
    • Kaldorf, S., Gruber, P. and Wichenko, G. (2002) 'Practical experiences from developing and implementing an expert system diagnostic tool', ASHRAE Transactions, vol 108, PART 1, pp826-840
    • (2002) ASHRAE Transactions , vol.108 , Issue.1 , pp. 826-840
    • Kaldorf, S.1    Gruber, P.2    Wichenko, G.3
  • 33
    • 70449366533 scopus 로고    scopus 로고
    • Artificial neural networks and genetic algorithms in energy applications in buildings
    • Kalogirou, S. A. (2009) 'Artificial neural networks and genetic algorithms in energy applications in buildings', AMBEP, pp83-120
    • (2009) AMBEP , pp. 83-120
    • Kalogirou, S.A.1
  • 34
    • 0033879856 scopus 로고    scopus 로고
    • Artificial neural networks for the prediction of the energy consumption of a passive solar building
    • Kalogirou, S. A. and Bojic, M. (2000) 'Artificial neural networks for the prediction of the energy consumption of a passive solar building', Energy, vol 25, pp479-491
    • (2000) Energy , vol.25 , pp. 479-491
    • Kalogirou, S.A.1    Bojic, M.2
  • 35
    • 33646870136 scopus 로고    scopus 로고
    • Modeling and predicting buildings energy use with artificial neural networks: Methods and results
    • Karatasou, S., Santamouris, M. and Geros, V. (2005) 'Modeling and predicting buildings energy use with artificial neural networks: methods and results', Energy and Buildings, vol 38, pp949-958
    • (2005) Energy and Buildings , vol.38 , pp. 949-958
    • Karatasou, S.1    Santamouris, M.2    Geros, V.3
  • 37
    • 24344492419 scopus 로고    scopus 로고
    • Opportunities of wireless sensors and controls for building operation
    • Kintner-Meyer, M. and Conant, R. (2005) 'Opportunities of wireless sensors and controls for building operation', Energy Engineering Journal, vol 102, no 5, pp27-48
    • (2005) Energy Engineering Journal , vol.102 , Issue.5 , pp. 27-48
    • Kintner-Meyer, M.1    Conant, R.2
  • 38
    • 0036027685 scopus 로고    scopus 로고
    • Interconnecting smart card system with PLC controller in a local operating network to form a distributed energy management and control system for buildings
    • Kolokotsa, D., Kalaitzakis, K., Antonidakis, E. and Stavrakakis, G. (2002) 'Interconnecting smart card system with PLC controller in a local operating network to form a distributed energy management and control system for buildings', Energy Conversion and Management, vol 43, pp119-134
    • (2002) Energy Conversion and Management , vol.43 , pp. 119-134
    • Kolokotsa, D.1    Kalaitzakis, K.2    Antonidakis, E.3    Stavrakakis, G.4
  • 39
    • 0004262910 scopus 로고    scopus 로고
    • Fuzzy Engineering
    • Prentice-Hall, Englewood Cliffs, NJ,
    • Kosko, B. (1996) Fuzzy Engineering, Prentice-Hall, Englewood Cliffs, NJ
    • (1996)
    • Kosko, B.1
  • 41
    • 49549124988 scopus 로고    scopus 로고
    • Vapnik's learning theory applied to energy consumption forecasts in residential buildings
    • Lai, F., Magoulès, F. and Lherminier, F. (2008) 'Vapnik's learning theory applied to energy consumption forecasts in residential buildings', International Journal of Computer Mathematics, vol 85, no 10, pp1563-1588
    • (2008) International Journal of Computer Mathematics , vol.85 , Issue.10 , pp. 1563-1588
    • Lai, F.1    Magoulès, F.2    Lherminier, F.3
  • 42
    • 77955131359 scopus 로고
    • Adelaide, Australia, in Proceedings of the 3rd International Conference of the International Building Performance Simulation Association
    • Lam, H. N. (1993) 'Stochastic modeling and genetic algorithm-based optimal control of air conditioning systems', Adelaide, Australia, in Proceedings of the 3rd International Conference of the International Building Performance Simulation Association, pp435-441
    • (1993) Stochastic Modeling and Genetic Algorithm-based Optimal Control of Air Conditioning Systems , pp. 435-441
    • Lam, H.N.1
  • 44
    • 56049088473 scopus 로고    scopus 로고
    • Predicting hourly cooling load in the building: A comparison of support vector machine and different artificial neural networks
    • Li, Q., Meng, Q., Cai, J., Yoshino, H. and Mochida, A. (2009) 'Predicting hourly cooling load in the building: a comparison of support vector machine and different artificial neural networks', Energy Conversion and Management, vol 50, pp90-96
    • (2009) Energy Conversion and Management , vol.50 , pp. 90-96
    • Li, Q.1    Meng, Q.2    Cai, J.3    Yoshino, H.4    Mochida, A.5
  • 47
    • 33645322651 scopus 로고    scopus 로고
    • Optimal whole building control systems
    • March 2006
    • Louis, Q., Kurt Roth, P. E. and Brodrick, J. (2006) 'Optimal whole building control systems', ASHRAE Journal, vol 48, March 2006, pp66-68
    • (2006) ASHRAE Journal , vol.48 , pp. 66-68
    • Louis, Q.1    Kurt-Roth, P.E.2    Brodrick, J.3
  • 48
    • 0026711435 scopus 로고
    • Artificial intelligence for buildings
    • Loveday, D. L. and Virk, G. S. (1992) 'Artificial intelligence for buildings', Applied Energy, vol 41, no 3, pp201-221
    • (1992) Applied Energy , vol.41 , Issue.3 , pp. 201-221
    • Loveday, D.L.1    Virk, G.S.2
  • 49
    • 0029734744 scopus 로고    scopus 로고
    • Intelligent agents: An emerging technology for next generation telecommunications
    • 24-28 March San Francisco
    • Magedanz, T., Rothermel, K. and Krause, S. (1996) 'Intelligent agents: An emerging technology for next generation telecommunications', in INFOCOM'96, 24-28 March, San Francisco
    • (1996) INFOCOM'96
    • Magedanz, T.1    Rothermel, K.2    Krause, S.3
  • 51
    • 0030916078 scopus 로고    scopus 로고
    • Structural modeling of energy demand in the residential sector: 2. The use of linguistic variables to include uncertainty of customer's behaviour
    • Michalik, G., Khan, M. E., Bonwick, W. J. and Mielczarski, W. (1997) 'Structural modeling of energy demand in the residential sector: 2. The use of linguistic variables to include uncertainty of customer's behaviour', Energy, vol 22, pp949-958
    • (1997) Energy , vol.22 , pp. 949-958
    • Michalik, G.1    Khan, M.E.2    Bonwick, W.J.3    Mielczarski, W.4
  • 53
    • 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 and Buildings, vol 36, pp175-183
    • (2004) Energy and Buildings , vol.36 , pp. 175-183
    • Ozturk, H.K.1    Canyurt, O.E.2    Hepbasli, A.3    Utlu, Z.4
  • 55
    • 64249101210 scopus 로고    scopus 로고
    • From granular computing to computational intelligence and human-centric systems
    • Pedrycz, W. (2005) 'From granular computing to computational intelligence and human-centric systems', IEEE Connections, vol 3, no 2, pp6-11
    • (2005) IEEE Connections , vol.3 , Issue.2 , pp. 6-11
    • Pedrycz, W.1
  • 57
    • 38949153048 scopus 로고    scopus 로고
    • Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'06)
    • Qiao, B., Liu, K. and Guy, C. (2006) 'A Multi-Agent System for Building Control', in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'06)
    • (2006) A Multi-Agent System For Building Control
    • Qiao, B.1    Liu, K.2    Guy, C.3
  • 58
    • 41549111198 scopus 로고    scopus 로고
    • Ambient Intelligence-the Next Step For Artificial Intelligence
    • Ramos, C., Augusto, J. C. and Shapiro, D. (2008) 'Ambient intelligence-the next step for artificial intelligence', IEEE Intelligent Systems, vol 23, no 2, pp15-18
    • (2008) IEEE Intelligent Systems , vol.23 , Issue.2 , pp. 15-18
    • Ramos, C.1    Augusto, J.C.2    Shapiro, D.3
  • 59
    • 77955132832 scopus 로고    scopus 로고
    • Proceedings of the American Conference on Information Systems, NY, August
    • Rudowsky, I. (2004) 'Intelligent agents', in Proceedings of the American Conference on Information Systems, NY, August 2004, pp1-8
    • (2004) Intelligent Agents , pp. 1-8
    • Rudowsky, I.1
  • 60
    • 0003584577 scopus 로고
    • Artificial Intelligence: A Modern Approach
    • Prentice Hall, Upper Saddle River, NJ
    • Russel, S. and Norving, P. (1995) Artificial Intelligence: A Modern Approach, Prentice Hall, Upper Saddle River, NJ
    • (1995)
    • Russel, S.1    Norving, P.2
  • 63
    • 0042154475 scopus 로고    scopus 로고
    • Smart buildings
    • Snoonian, D. (2003) 'Smart buildings', IEEE Spectrum, vol 40, no 8, pp18-23
    • (2003) IEEE Spectrum , vol.40 , Issue.8 , pp. 18-23
    • Snoonian, D.1
  • 65
    • 70350661753 scopus 로고    scopus 로고
    • A fuzzy logic based efficient energy saving approach for domestic heating systems
    • Villar, J. R., Cal, E. and Sedano, J. (2008) 'A fuzzy logic based efficient energy saving approach for domestic heating systems', Integrated Computer-Aided Engineering, vol 15, pp1-9
    • (2008) Integrated Computer-Aided Engineering , vol.15 , pp. 1-9
    • Villar, J.R.1    Cal, E.2    Sedano, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.