Soheil Fathi

Soheil Fathi
University of Florida - Urban Building Energy Sensing, Controls, Big Data Analysis, and Visualization (UrbSys) Lab · M.E. Rinker School of Construction Management

PhD in Design Construction and Planning at University of Florida
Product Manager at CODA

About

14
Publications
3,388
Reads
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322
Citations
Education
August 2015 - August 2017
University of Florida
Field of study
  • Information Systems and Operations Management
August 2014 - May 2019
University of Florida
Field of study
  • Design, Construction, and Planning
August 2012 - December 2013
University of Florida
Field of study
  • Civil Engineering

Publications

Publications (14)
Conference Paper
Buildings play a major role in total annual energy use worldwide. The purpose of this study is to evaluate the energy performance of University of Florida (UF) buildings and assess the effects of selected Energy Efficiency Measures (EEMs) on their energy performance. For this study, a set of buildings were identified based on a space functionality...
Article
When managing the energy performance of a portfolio of buildings over time, climate change can be a threat as it can cause significant changes in energy use patterns. This paper uses artificial intelligence techniques to develop an AI-based forecasting tool, Campus Energy Use Prediction (CEUP) that can help managers to forecast campus future monthl...
Conference Paper
Almost 50% of global energy consumption is associated with buildings, among which buildings operational energy account for a major share. Buildings operational energy needs are highly dependent on the envelope and space functionality characteristics, as well as climate properties, which is expected to change over time. While managing buildings ener...
Article
Full-text available
In developed countries, buildings are involved in almost 50% of total energy use and 30% of global annual greenhouse gas emissions. The operational energy needs of buildings are highly dependent on various building physical, operational, and functional characteristics, as well as meteorological and temporal properties. Besides physics-based energy...
Article
In developed countries, buildings are involved in almost 50% of total energy use and 30% of global green-house gas emissions. Buildings’ operational energy is highly dependent on various building physical, operational, and functional characteristics, as well as meteorological and temporal properties. Besides physics-based building energy modeling,...
Article
Full-text available
Time–space conflicts are one of the most common issues facing construction practices, impacting safety and productivity in several negative ways at construction sites. Therefore, implementing and developing methods to reduce the frequency of such conflicts occurring in activity workspaces can effectively enhance project performance. Space is usuall...
Article
Full-text available
The decisions managing all modes of transportation are currently based on the traffic rate and travel time. However, other factors such as Green House Gas (GHG) emissions, the sustainability index, fuel consumption, and travel costs are not considered. Therefore, more comprehensive methods need to be implemented to improve transportation systems an...
Conference Paper
Full-text available
Global warming is expected to increase of 1.5°C between 2030 and 2052. This may lead to an increase in building energy consumption. With the changing climate, cities, communities, and university campuses need a more dynamic forecasting model to predict their future energy demands to mitigate risks. Although many building energy prediction models ha...
Conference Paper
Buildings play a major role in total annual energy use worldwide. The purpose of this study is to evaluate the energy performance of University of Florida (UF) buildings and assess the effects of selected Energy Efficiency Measures (EEMs) on their energy performance. For this study, a set of buildings were identified based on a space functionality...
Article
Full-text available
Multi-depot and multi-level vehicle routing problem with fuzzy time windows is considered as one of the most important and complicated decision problems in transportation field. Up to present, different heuristic, Meta-heuristic and accurate methods have been represented for solving vehicle routing problems. In this article, a mathematical model fo...
Conference Paper
Full-text available
Many studies have been conducted for derivation of attenuation relationships worldwide, ‎ however few relationships have been developed to use for the seismic region of Iranian ‎ plateau and only few of these studies have been conducted for derivation of attenuation ‎ relationships for parameters such as uniform duration. Uniform duration is the to...
Article
Full-text available
There is no simple analytic solution about tunnels with non-symmetry central section like horseshoe-shaped sections and for situation survey of Tangential Stress on Tunnel Portal compound. The approximate solutions are able to catch the stresses by confined component. In these sections, created Boundary Stresses on ceiling or tunnel partitions depe...

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