Saleh Seyedzadeh

Dr. Saleh Seyedzadeh

The Data Lab, University of Edinburgh, Edinburgh, City of Edinburgh, UK
orcid

Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
2 October 2018 in Visualization in Engineering
Verified
Journal Article
Open access
PDF file
Saleh SeyedzadehSaleh Seyedzadeh
Saleh Seyedzadeh
FRFarzad Pour Rahimian
Farzad Pour Rahimian
IGIvan Glesk
Ivan Glesk
MRMarc Roper
Marc Roper
Ever growing population and progressive municipal business demands for constructing new buildings are known as the foremost contributor to greenhouse gasses. Therefore, improvement of energy efficiency of the building sector has become an essential target to reduce the amount of gas emission as well as fossil fuel consumption. One most effective approach to reducing CO2 emission and energy consumption with regards to new buildings is to consider energy efficiency at a very early design stage. On the other hand,efficient energy management and smart refurbishments can enhance energy performance of the existing stock. All these solutions entail accurate energy prediction for optimal decision making. In recent years, artificial intelligence (AI) in general and machine learning (ML) techniques in specific terms have been proposed for forecasting of building energy consumption and performance. This paper provides a substantial review on the four main ML approaches including artificial neural network, support vector machine, Gaussian-based regressions and clustering, which have commonly been applied in forecasting and improving building energy performance.

1 February 2020 in Automation in Construction
Verified
Journal Article
Closed access
FRFarzad Pour Rahimian
Farzad Pour Rahimian
Saleh SeyedzadehSaleh Seyedzadeh
Saleh Seyedzadeh
SOStephen Oliver
Stephen Oliver
STSergio Rodriguez Trejo
Sergio Rodriguez Trejo
NDNashwan Dawood
Nashwan Dawood

1 March 2020 in Applied Energy
Verified
Journal Article
Closed access
PPPeiman Pilechiha
Peiman Pilechiha
Mohammadjavad MahdavinejadMohammadjavad Mahdavinejad
Mohammadjavad Mahdavinejad
FRFarzad Pour Rahimian
Farzad Pour Rahimian
PCPhillippa Carnemolla
Phillippa Carnemolla
Saleh SeyedzadehSaleh Seyedzadeh
Saleh Seyedzadeh

1 May 2019 in Sustainable Cities and Society
Verified
Journal Article
Closed access
Saleh SeyedzadehSaleh Seyedzadeh
Saleh Seyedzadeh
FRFarzad Pour Rahimian
Farzad Pour Rahimian
PRParag Rastogi
Parag Rastogi
IGIvan Glesk
Ivan Glesk


1 August 2020 in Automation in Construction
Verified
Journal Article
Closed access
Saleh SeyedzadehSaleh Seyedzadeh
Saleh Seyedzadeh
FRFarzad Pour Rahimian
Farzad Pour Rahimian
SOStephen Oliver
Stephen Oliver
IGIvan Glesk
Ivan Glesk
BKBimal Kumar
Bimal Kumar