Xinran (Celia) Yu
机构: Ph.D., Civil and Urban Engineering Department, New York University
每年引用次数
引用次数
引用: 591
H-指数: 6
I10-指数 : 6
出版物: 14
Key Variables in Determining Energy Shaving Capacity of Buildings during Demand Response Events
Xinran Yu , Semiha Ergan
Journal of Construction Engineering and Management 147 ( 1) 04020146
2021
A Data-driven Framework to Estimate Saving Potential of Buildings in Demand Response Events
Xinran Yu , Semiha Ergan
35th International Symposium on Automation and Robotics in Construction and International AEC/FM Hackathon: The Future of Building Things, ISARC 2018 1044 -1051
2018
Integrating Biometric Sensors, VR, and Machine Learning to Classify EEG Signals in Alternative Architecture Designs
Zhengbo Zou , Xinran Yu , Semiha Ergan
Computing in Civil Engineering 169 -176
1
2019
Identification of Principal Factors in Determining Building Peak Energy Shaving Capacities during Demand Response Events
Xinran Yu , Semiha Ergan
Computing in Civil Engineering 2019 547 -554
2019
Towards quantifying human experience in the built environment: A crowdsourcing based experiment to identify influential architectural design features
Xinran Yu , Semiha Ergan , Zhuoya Shi
Journal of building engineering 20 51 -59
51
2018
BIM Coverage in Demand Response Management: A Pilot Study in Campus Buildings
Xinran Yu , Semiha Ergan
Construction Research Congress 2018: Construction Information Technology, CRC 2018 316 -325
2018
Infrared thermography of human face for monitoring thermoregulation performance and estimating personal thermal comfort
Ali Ghahramani , Guillermo Castro , Burcin Becerik-Gerber , Xinran Yu
Building and Environment 109 1 -11
210
2016
Towards optimal control of air handling units using deep reinforcement learning and recurrent neural network
Zhengbo Zou , Xinran Yu , Semiha Ergan
Building and Environment 168 106535
73
2020
A data-driven approach to extract operational signatures of HVAC systems and analyze impact on electricity consumption
Xinran Yu , Semiha Ergan , Gokmen Dedemen
Applied Energy 253 113497
36
2019
TEA-bot: a thermography enabled autonomous robot for detecting thermal leaks of HVAC systems in ceilings
Weijia Cai , Le Zhang , Lei Huang , Xinran Yu
30 -39
2
2022
Extracting principal building variables from automatically collected urban scale façade images for energy conservation through deep transfer learning
Xinran Yu , Zhengbo Zou , Semiha Ergan
Applied Energy 344 121228 -121228
2023
Estimating power demand shaving capacity of buildings on an urban scale using extracted demand response profiles through machine learning models
Xinran Yu , Semiha Ergan
Applied Energy 310 118579 -118579
12
2022
Building Grid Interactions: Improving Demand-Response Performance of Buildings Through Accurate Power Demand Shaving Capacity Estimations
Xinran Yu
New York University Tandon School of Engineering
2021
Extracting Building Characteristics Essential for Building Energy Consumption Predictions: Learning from Façade Images through Deep Learning
Xinran Yu , Semiha Ergan
131 -139
2021