Burak Gunay

According to our database, Burak Gunay authored at least 14 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Zone-Level Anomaly Detection in VAV Terminal Units Using an Unsupervised Learning Approach.

Arya Parsaei, Burak Gunay, William O'Brien, Ricardo Moromisato

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Unsupervised energy disaggregation using time series decomposition for commercial buildings.

Narges Zaeri, H. Burak Gunay, Araz Ashouri

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Fault-tolerant sequences of operation for VAV AHU systems through building performance simulation.

Narges Torabi, Burak Gunay, William O'Brien, Ricardo Moromisato

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021

Machine Learning-Based Prognostics for Central Heating and Cooling Plant Equipment Health Monitoring.

Chunsheng Yang, Burak Gunay, Zixiao Shi, Weiming Shen

IEEE Trans Autom. Sci. Eng., 2021

Development of Inverse Greybox Model-Based Virtual Meters for Air Handling Units.

Darwish Darwazeh, Burak Gunay, Jean Duquette

IEEE Trans Autom. Sci. Eng., 2021

2020

A Metadata Inference Method for Building Automation Systems With Limited Semantic Information.

Long Chen, H. Burak Gunay, Zixiao Shi, Weiming Shen, Xiaoping Li

IEEE Trans Autom. Sci. Eng., 2020

Virtual metering of heat supplied by hydronic perimeter heaters in variable air volume zones.

Darwish Darwazeh, Jean Duquette, Burak Gunay

Proceedings of the NILM '20, 2020

2019

Evaluation of Clustering and Time Series Features for Point Type Inference in Smart Building Retrofit.

Zixiao Shi, Guy R. Newsham, Long Chen, H. Burak Gunay

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Development of a clustering-based morning start time estimation algorithm for space heating and cooling.

Burak Gunay, Zixiao Shi, Araz Ashouri, Guy Newsham

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

An inquiry into the predictability of failure events in chillers and boilers.

Burak Gunay, Zixiao Shi, Chunsheng Yang, Weiming Shen, Darwish Darwazeh

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

Development of a virtual metering method for characterizing energy flows in air handling units.

Darwish Darwazeh, Burak Gunay, Jean Duquette

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

Day-ahead Prediction of Building Occupancy using WiFi Signals.

Araz Ashouri, Guy R. Newsham, Zixiao Shi, H. Burak Gunay

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2017

Leveraging existing occupancy-related data for optimal control of commercial office buildings: A review.

Weiming Shen, Guy Newsham, Burak Gunay

Adv. Eng. Informatics, 2017

Toward failure mode and effect analysis for heating, ventilation and air-conditioning.

Chunsheng Yang, Qiangqiang Chen, Weiming Shen, Burak Gunay

Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017