Data-driven BIM for Energy Efficient Building Design

Data-driven BIM for Energy Efficient Building Design

Golizadeh, Hamed; Rahimian, Farzad Pour; Banihashemi, Saeed

Taylor & Francis Ltd

12/2022

170

Dura

Inglês

9781032073484

15 a 20 dias

Descrição não disponível.
1. Classics of the Data-driven BIM for Energy Efficient Design 2. Sustainability, Information and Optimisation: Antecedents of the Data and BIM-Enabled EED 3. BIM and Energy Efficient Design 4. Building Energy Parameters 5. AI Algorithms Development 6. BIM-inherited EED Framework Development and Verification 7. Conclusion
AEC;Building Information Modelling;BIM;Energy Efficient Design;Green Building;Sustainable Design;Sustainable Construction;Artificial Intelligence;Machine Learning;Optimisation Methods;Generative and Parametric Design;Big Data;Data-driven Design;Energy Modelling;Building Sustainable Design;Innovation;Data Science;EED;Optimisation;HVAC;Metaheuristic-Parametric;Energy Simulation;Ai Algorithm;HVAC Device;Matlab Software Package;Energy Efficient;Optimise Energy Efficiency;Delphi Study;Building Energy Performance;Sensitivity Analysis Scenarios;ODBC;Building Lifecycle;Annual Peak Demand;Energy Optimisation;Levenberg Marquardt Back Propagation Algorithm;Sustainable Building;Ann Model;Single Ann;Building Envelop;Bagged Tree;Final Ann Model;Building Performance Simulation;Hidden Layer Neurons;Reliable Objective Function;Building Energy Performance Simulation