Application ofadaptiveneuro-fuzzymethodologyforestimatingbuilding energyconsumption
عنوان مقاله: Application ofadaptiveneuro-fuzzymethodologyforestimatingbuilding energyconsumption
شناسه ملی مقاله: ICRSIE01_712
منتشر شده در کنفرانس بین المللی پژوهش در علوم و مهندسی در سال 1395
شناسه ملی مقاله: ICRSIE01_712
منتشر شده در کنفرانس بین المللی پژوهش در علوم و مهندسی در سال 1395
مشخصات نویسندگان مقاله:
Sareh Naji - Department ofCivilEngineering,FacultyofEngineering,UniversityofMalaya,50603KualaLumpur,Malaysia
Shahaboddin Shamshirband - b Department ofComputerSystemand Technology,FacultyofComputerScienceandInformationTechnology,UniversityofMalaya,50603KualaLumpur,
Hossein Basser - c Department ofCivilandEnvironmentalEngineering,AmirkabirUniversityofTechnology,Tehran,Iran
Afram Keivani - Department ofCivilengineering,TabrizBranch,IslamicAzadUniversity,Tabriz,Iran
خلاصه مقاله:
Sareh Naji - Department ofCivilEngineering,FacultyofEngineering,UniversityofMalaya,50603KualaLumpur,Malaysia
Shahaboddin Shamshirband - b Department ofComputerSystemand Technology,FacultyofComputerScienceandInformationTechnology,UniversityofMalaya,50603KualaLumpur,
Hossein Basser - c Department ofCivilandEnvironmentalEngineering,AmirkabirUniversityofTechnology,Tehran,Iran
Afram Keivani - Department ofCivilengineering,TabrizBranch,IslamicAzadUniversity,Tabriz,Iran
Thehugedemandforenergyandconstructionmaterialshasbecomeanissueofgreatconcernrecently.Theenergyusageofbuildingsaccountsforalargepercentageofthetotalprimaryenergyconsumption.Thetotalenergyrequirementofbuildingsisinfluencedbyvariousfactors,includingenvironmentalandclimaticconditions,buildingenvelopematerials,insulation,etc.Inthisrespect,estimatingtheoperationalenergyofbuildingsispotentiallyhelpfulforarchitectsandengineersintheearlydesignandconstructionstages.Inthisstudy,theadaptiveneurfuzzyinferencesystem(ANFIS)isdesignedandadaptedtoestimatetheenergyconsumptionofbuildingsaccordingtothemainbuildingenvelopeparameters,namelymaterialthicknessandinsulationKvalue.Upto180simulationsusingdifferentmaterialthicknessvaluesandinsulationpropertiesarecarriedoutinEnergyPlussoftwareinordertouseforestimation.ThissoftcomputingmethodologyisimplementedwithMatlab/Simulinkandtheper-formance isinvestigated.
کلمات کلیدی: Energy consumptionResidentialbuildingsEnergy efficiencyNeuro-fuzzyANFIS
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/537385/