Guanjing Lin
Publications
Viewing 25 of 34 publications
2024
Innovating the next generation of commercial smart building software." ACEEE Summer Study . 2024.
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A labeled dataset for building HVAC systems operating in faulted and fault-free states." Scientific Data 10 (2023).
, , , , , , , , and . "Implementation and test of an automated control hunting fault correction algorithm." Energy & Buildings Vol.283 No.112796 (2023).
, , , , , and . "A review of data-driven fault detection and diagnostics for building HVAC systems." Applied Energy Vol.339 No.121030 (2023).
, , , , , , , , , , , , , , , , , , , and . "2022
Assessing EMIS Benefits: A new field evaluation protocol offers rigor and flexibility." The 7th International High Performance Buildings Conference at Purdue. 2022.
, , , and . "Integration of FDD Data to Aid HVAC System Maintenance." The 9th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2022). 2022.
, , , and . "Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations." 7th International High Performance Buildings Conference. West Lafayette, Indiana: Purdue University, 2022.
, , , , , and . "Development of a Simulated Air Handling Unit Fault Dataset for FDD Tools: Lessons Learned and Considerations for FDD Developers." 2022 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , and . "A simulation-based method to analyze fan coil unit fault impacts." 2022 ASHRAE Summer Conference. 2022.
, , , , and . "Market Barriers and Drivers for the Next Generation Fault Detection and Diagnostic Tools." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
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Building Analytics Tool Deployment at Scale: Benefits, Costs, and Deployment Practices." Energies Vol.15 (2022).
, , , , and . "A simulation-based evaluation of fan coil unit fault effects." Energy and Buildings 263 (2022).
, , , , and . "From fault-detection to automated fault correction: a field study." Building and Environment 214 (2022).
, , , , , and . "2021
Development of a Unified Taxonomy for HVAC System Faults." Energies 14.17 (2021) 5581.
, , , and . "Development of a Unified Taxonomy for HVAC System Faults." Energies 14 (2021).
, , , and . "Fault “Auto-correction” for HVAC Systems: A Preliminary Study." The 6th International High Performance Buildings Conference at Purdue. 2021.
, , , , , and . "2020
Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems." ACEEE Summer Study. 2020.
, , , , , and . "What’s in a Name? Developing a Standardized Taxonomy for HVAC System Faults." 2020 ACEEE Summer Study on Energy Efficiency in Buildings. 2020.
, , , and . "Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools." 2020 ACEEE Summer Study. 2020.
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Building fault detection data to aid diagnostic algorithm creation and performance testing." Nature: Scientific Data Vol.7 No.65 (2020).
, , , , and . "Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505.
, , and . "2019
A performance evaluation framework for building fault detection and diagnosis algorithms." Energy and Buildings 192 (2019) 84–92.
, , , , , and . "Building analytics and monitoring-based commissioning: industry practice, costs, and savings." Energy Efficiency (2019).
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