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Journal Articles

Using Weather and Schedule Based Pattern Matching and Feature Based Principal Component Analysis for Whole Building Fault Detection—Part II Field Evaluation

Yimin Chen, Jin Wen, James Lo
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. February 2022, 3(1): 011002.
Paper No: JESBC-21-1024
https://doi.org/10.1115/1.4052730
Published Online: December 14, 2021
View Article titled, Using Weather and Schedule Based Pattern Matching and Feature Based Principal Component Analysis for Whole Building Fault Detection—Part II Field Evaluation
Open the PDF for Using Weather and Schedule Based Pattern Matching and Feature Based Principal Component Analysis for Whole Building Fault Detection—Part II Field Evaluation in another window
Topics: Cooling, Flaw detection, HVAC equipment, Principal component analysis, Valves, Temperature, Water, Heating
Journal Articles

Using Weather and Schedule-Based Pattern Matching and Feature-Based Principal Component Analysis for Whole Building Fault Detection—Part I Development of the Method

Yimin Chen, Jin Wen, James Lo
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. February 2022, 3(1): 011001.
Paper No: JESBC-21-1023
https://doi.org/10.1115/1.4052729
Published Online: November 9, 2021
View Article titled, Using Weather and Schedule-Based Pattern Matching and Feature-Based Principal Component Analysis for Whole Building Fault Detection—Part I Development of the Method
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Topics: Feature selection, Flaw detection, Principal component analysis, HVAC equipment
Journal Articles

A Time-Series Rank Ordering Control System Data-Driven Fault Detection Approach for HVAC Systems in Buildings

James A. Shia, David M. Auslander
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. February 2021, 2(1): 011004.
Paper No: JESBC-20-1021
https://doi.org/10.1115/1.4049506
Published Online: February 1, 2021
View Article titled, A Time-Series Rank Ordering Control System Data-Driven Fault Detection Approach for HVAC Systems in Buildings
Open the PDF for A Time-Series Rank Ordering Control System Data-Driven Fault Detection Approach for HVAC Systems in Buildings in another window
Topics: Control systems, Flaw detection, HVAC equipment, Time series, Algorithms, Stress, Heat
Journal Articles

Bringing Automated Fault Detection and Diagnostics Tools for HVAC&R Into the Mainstream

Mohammed Albayati, Ravi Gorthala, Amy Thompson, Prathamesh Patil, Annika Hacker
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. August 2020, 1(3): 030902.
Paper No: JESBC-20-1013
https://doi.org/10.1115/1.4047958
Published Online: August 19, 2020
View Article titled, Bringing Automated Fault Detection and Diagnostics Tools for HVAC&R Into the Mainstream
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Topics: Flaw detection, HVAC equipment, Refrigerants, Structures, Monitoring systems, Refrigeration, Testing, Energy consumption, Sensors, Temperature