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Liang Zhang
Assistant Professor, Civil Engineering-Engineering Mechanics | Member of the Graduate Faculty
Civil Arch Engr and Mechanics
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Overview
Research
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Grants
(1)
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Publications
(32)
Recent
Py-Cosim: Python-Based Building Energy Co-Simulation Infrastructure
2024
building energy,
co-simulation,
python-based,
infrastructure,
energy efficiency
Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies
2024
building energy modeling,
large language models,
exploration,
case studies,
advancing energy efficiency
Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems
2024
machine learning,
building energy systems,
interpretable machine learning,
control systems,
natural language processing
Automatic Data Transformation Using Large Language Model-An Experimental Study on Building Energy Data
2023
data transformation,
large language model,
building energy data,
automatic
Sensor cost-effectiveness analysis for data-driven fault detection and diagnostics in commercial buildings
2023
sensor technology,
fault detection,
cost analysis,
diagnostics,
commercial buildings
Taxonomy, Semantic Data Schema, and Schema Alignment for Open Data in Urban Building Energy Modeling
2023
taxonomy,
semantic data schema,
open data,
urban,
energy modeling
Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview
2023
energy efficiency,
decarbonization,
large language models,
building,
challenges
Challenges and Opportunities of Machine Learning Control in Building Operations
2023
machine learning,
building operations,
control systems,
challenges,
opportunities
Evaluate the impact of sensor accuracy on model performance in data-driven building fault detection and diagnostics using Monte Carlo simulation
2022
sensor accuracy,
model performance,
data-driven,
building fault detection,
monte carlo simulation
A review of computing-based automated fault detection and diagnosis of heating, ventilation and air conditioning systems
2022
fault detection,
hvac systems,
automation,
computing,
diagnosis
