Use of Machine Learning Algorithms to Propose a New Methodology to Conduct, Critique and Validate Urban Scale Building Energy Modeling

Use of Machine Learning Algorithms to Propose a New Methodology to Conduct, Critique and Validate Urban Scale Building Energy Modeling

abstract: City administrators and real-estate developers have been setting up rather aggressive energy efficiency targets. This, in turn, has led the building science research groups across the globe to focus on urban scale building performance studies and level of abstraction associated with the si...

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Bibliographic Details
Other Authors: Pathak, Maharshi P. (Author)
Format: Dissertation
Language:English
Published: 2017
Subjects:
Architectural engineering
Energy
Climate change
Building Energy Simulation
Data visualisation
Hierarchical clustering
Non-linear models
Sensitivity Analysis
Urban Building Energy Modeling
Online Access:http://hdl.handle.net/2286/R.I.45561

Internet

http://hdl.handle.net/2286/R.I.45561

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