Guanjing Lin

Publications

Viewing 25 of 41 publications

2025

Lin, Guanjing, John House, Yimin Chen, Jessica Granderson, and Wanpeng Zhang. "Active multi-mode data analysis to improve fault diagnosis in AHUs." Energy and Buildings (2025) 115621.

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2024

Casillas, Armando, Yimin Chen, Jessica Granderson, Guanjing Lin, Zhelun Chen, Jin Wen, and Sen Huang. "Development of high-fidelity air handling unit fault models for FDD innovation: lessons learned and recommendations." Journal of Building Performance Simulation 17.5 (2024) 615–630.

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Casillas, Armando, Jessica Granderson, Yimin Chen, John House, Guanjing Lin, Weiping Huang, Guhan Velmurugan, and Marco Pritoni. "Innovating the next generation of commercial smart building software." ACEEE Summer Study . 2024.

2023

Lin, Guanjing, Armando Casillas, Maggie Sheng, and Jessica Granderson. "Performance Evaluation of an Occupancy-Based HVAC Control System in an Office Building." Energies 16.20 (2023) 7088.

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Granderson, Jessica, Guanjing Lin, Yimin Chen, Armando Casillas, Jin Wen, Zhelun Chen, Piljae Im, Sen Huang, and Jiazhen Ling. "A labeled dataset for building HVAC systems operating in faulted and fault-free states." Scientific Data 10 (2023).

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Chen, Zhelun, Zheng O’Neill, Jin Wen, Ojas Pradhan, Tao Yang, Xing Lu, Guanjing Lin, Shohei Miyata, Seungjae Lee, Chou Shen, Roberto Chiosa, Marco Savino Piscitelli, Alfonso Capozzoli, Franz Hengel, Alexander Kuhrer, Marco Pritoni, Wei Liu, John Claub, Yimin Chen, and Terry Herr. "A review of data-driven fault detection and diagnostics for building HVAC systems." Applied Energy Vol.339 No.121030 (2023).

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Lin, Guanjing, Marco Pritoni, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson. "Implementation and test of an automated control hunting fault correction algorithm." Energy & Buildings Vol.283 No.112796 (2023).

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2022

Chen, Yimin, Eliot Crowe, Guanjing Lin, and Jessica Granderson. "Integration of FDD Data to Aid HVAC System Maintenance." The 9th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2022). 2022.

Casillas, Armando, Guanjing Lin, Jessica Granderson, Sen Huang, and Yan Chen. "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.

Pritoni, Marco, Guanjing Lin, Yimin Chen, John House, Eliot Crowe, and Jessica Granderson. "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.

Lin, Guanjing, Armando Casillas, Maggie Sheng, and Jessica Granderson. "Evaluating the Performance of HVAC Optimal Control Based on Real-time Floor-by-Floor Occupancy Data." ACEEE. 2022.

Lin, Guanjing, Eliot Crowe, Valerie Nibler, and Jessica Granderson. "Assessing EMIS Benefits: A new field evaluation protocol offers rigor and flexibility." The 7th International High Performance Buildings Conference at Purdue. 2022.

Casillas, Armando, Yimin Chen, Guanjing Lin, Jessica Granderson, Sen Huang, and Zhelun Chen. "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.

Lin, Guanjing, Hannah Kramer, Valerie Nibler, Eliot Crowe, and Jessica Granderson. "Building Analytics Tool Deployment at Scale: Benefits, Costs, and Deployment Practices." Energies Vol.15 (2022).

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Chen, Yimin, Zhelun Chen, Guanjing Lin, Jin Wen, and Jessica Granderson. "A simulation-based method to analyze fan coil unit fault impacts." 2022 ASHRAE Summer Conference. 2022.

Lin, Guanjing, Eliot Crowe, Rui Tang, and Jessica Granderson. Energy Management and Information System Field Evaluation Protocol. 2022.

Chen, Yimin, Guanjing Lin, Zhelun Chen, Jin Wen, and Jessica Granderson. "A simulation-based evaluation of fan coil unit fault effects." Energy and Buildings 263 (2022).

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Pritoni, Marco, Guanjing Lin, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson. "From fault-detection to automated fault correction: a field study." Building and Environment 214 (2022).

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2021

Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson. "Development of a Unified Taxonomy for HVAC System Faults." Energies 14.17 (2021) 5581.

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Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson. "Development of a Unified Taxonomy for HVAC System Faults." Energies 14 (2021).

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Kramer, Hannah, Jessica Granderson, Valerie Nibler, Eliot Crowe, and Guanjing Lin. "EMIS Crash Course: An Overview of Energy Management and Information Systems." 2021.

PDF Presentation Slides

Lin, Guanjing, Marco Pritoni, Yimin Chen, Christopher Weyandt, Raphael Vitti, and Jessica Granderson. "Fault “Auto-correction” for HVAC Systems: A Preliminary Study." The 6th International High Performance Buildings Conference at Purdue. 2021.

2020

Kramer, Hannah, Claire Curtin, Guanjing Lin, Eliot Crowe, and Jessica Granderson. Proving the Business Case for Building Analytics. 2020.

PDF Infographic

Lin, Guanjing, Marco Pritoni, Yimin Chen, Jessica Granderson, Ricardo Moromisato, and Stephen Kozlen. "Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems." ACEEE Summer Study. 2020.

Chen, Yimin, Eliot Crowe, Guanjing Lin, and Jessica Granderson. "What’s in a Name? Developing a Standardized Taxonomy for HVAC System Faults." 2020 ACEEE Summer Study on Energy Efficiency in Buildings. 2020.