Guanjing Lin

Guanjing Lin

Affiliate
(510) 486-5979
eta.lbl.gov/people/Guanjing-Lin
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Bio

Guanjing Lin is a Principal Scientific Engineering Associate in the Building Technology and Urban Systems Division at LBNL. Her research interests include building energy performance monitoring, fault detection and diagnostic, and building operation and commissioning. She received her PhD in Mechanical Engineering from Texas A&M University, and her MS and BS in Building Science from Tsinghua University, China. 

Awards

2020 Federal Laboratory Consortium Award for Excellence in Technology Transfer -  February 20th 2020

The Retro-Commissioning Sensor Suitcase, an innovative technological solution developed through a Department of Energy (DOE) national lab-industry partnership to improve a building’s operating costs, comfort and energy performance, was recently honored with the 2020 Federal Laboratory Consortium Award for Excellence in Technology Transfer.

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Publications

2023

A labeled dataset for building HVAC systems operating in faulted and fault-free states

Authors: Granderson, Jessica; Guanjing Lin; Yimin Chen; Armando Casillas; Jin Wen; Zhelun Chen; Piljae Im; Sen Huang, and Jiazhen Ling.
06/2023

A review of data-driven fault detection and diagnostics for building HVAC systems

Authors: 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 Pritonic; Wei Liu; John Claub; Yimin Chen, and Terry Herr.
03/2023

Implementation and test of an automated control hunting fault correction algorithm

Authors: Lin, Guanjing; Marco Pritoni; Yimin Chen; Raphael Vitti; Christopher Weyandt, and Jessica Granderson.
01/2023

2022

Integration of FDD Data to Aid HVAC System Maintenance

Authors: Chen, Yimin; Eliot Crowe; Guanjing Lin, and Jessica Granderson.
11/11/2022

Market Barriers and Drivers for the Next Generation Fault Detection and Diagnostic Tools

Authors: Pritoni, Marco; Guanjing Lin; Yimin Chen; John House; Eliot Crowe, and Jessica Granderson.
08/2022

Evaluating the Performance of HVAC Optimal Control Based on Real-time Floor-by-Floor Occupancy Data

Authors: Lin, Guanjing; Armando Casillas; Maggie Sheng, and Jessica Granderson.
08/2022

Development of a Simulated Air Handling Unit Fault Dataset for FDD Tools: Lessons Learned and Considerations for FDD Developers

Authors: Casillas, Armando; Guanjing Lin; Jessica Granderson; Sen Huang, and Yan Chen.
08/2022

Building Analytics Tool Deployment at Scale: Benefits, Costs, and Deployment Practices

Authors: Lin, Guanjing; Hannah Kramer; Valerie Nibler; Eliot Crowe, and Jessica Granderson.
07/2022

Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations

Authors: Casillas, Armando; Yimin Chen; Guanjing Lin; Jessica Granderson; Sen Huang, and Zhelun Chen.
07/2022

Assessing EMIS Benefits: A new field evaluation protocol offers rigor and flexibility

Authors: Lin, Guanjing; Eliot Crowe; Valerie Nibler, and Jessica Granderson.
07/2022

A simulation-based method to analyze fan coil unit fault impacts

Authors: Chen, Yimin; Zhelun Chen; Guanjing Lin; Jin Wen, and Jessica Granderson.
06/25/2022

A simulation-based evaluation of fan coil unit fault effects

Authors: Chen, Yimin; Guanjing Lin; Zhelun Chen; Jin Wen, and Jessica Granderson.
03/2022

From fault-detection to automated fault correction: a field study

Authors: Pritoni, Marco; Guanjing Lin; Yimin Chen; Raphael Vitti; Christopher Weyandt, and Jessica Granderson.
02/2022

2021

Development of a Unified Taxonomy for HVAC System Faults

Authors: Chen, Yimin; Guanjing Lin; Eliot Crowe, and Jessica Granderson.
09/2021

Development of a Unified Taxonomy for HVAC System Faults

Authors: Chen, Yimin; Guanjing Lin; Eliot Crowe, and Jessica Granderson.
09/2021

Fault “Auto-correction” for HVAC Systems: A Preliminary Study

Authors: Lin, Guanjing; Marco Pritoni; Yimin Chen; Christopher Weyandt; Raphael Vitti, and Jessica Granderson.
05/2021

2020

What's in a Name? Developing a Standardized Taxonomy for HVAC System Faults

Authors: Chen, Yimin; Eliot Crowe; Guanjing Lin, and Jessica Granderson.
08/2020

Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools

Authors: Casillas, Armando; Guanjing Lin, and Jessica Granderson.
08/2020

Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems

Authors: Lin, Guanjing; Marco Pritoni; Yimin Chen; Jessica Granderson; Ricardo Moromisato, and Stephen Kozlen.
08/2020

Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools

Authors: Lin, Guanjing; Marco Pritoni; Yimin Chen, and Jessica Granderson.
05/2020

Building fault detection data to aid diagnostic algorithm creation and performance testing

Authors: Granderson, Jessica; Guanjing Lin; Ari Harding; Piljae Im, and Yan Chen.
03/2020

Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance

Authors: Lin, Guanjing; Hannah Kramer, and Jessica Granderson.
01/2020

2019

A performance evaluation framework for building fault detection and diagnosis algorithms

Authors: Frank, Stephen; Guanjing Lin; Xin Jin; Rupam Singla; Amanda Farthing, and Jessica Granderson.
06/2019

Building analytics and monitoring-based commissioning: industry practice, costs, and savings

Authors: Kramer, Hannah; Guanjing Lin; Claire Curtin; Eliot Crowe, and Jessica Granderson.
05/2019

Integrating diagnostics and model-based optimization

Authors: Granderson, Jessica; Guanjing Lin; David H. Blum; Janie Page; Michael Spears, and Mary Ann Piette.
01/2019

2018

BuildingIQ Technology Field Validation

Authors: Granderson, Jessica; Guanjing Lin; Rupam Singla; Samuel Fernandes, and Samir Touzani.
11/2018

Field evaluation of performance of HVAC optimization system in commercial buildings

Authors: Granderson, Jessica; Guanjing Lin; Rupam Singla; Samuel Fernandes, and Samir Touzani.
08/2018

Commercial Fault Detection and Diagnostics Tools: What They Offer, How They Differ, and What’s Still Needed

Authors: Granderson, Jessica; Guanjing Lin; Rupam Singla; Ebony Mayhorn; Paul Ehrlich, and Draguna Vrabie.
08/2018

When Data Analytics Meet Site Operation: Benefits and Challenges

Authors: Blum, David H.; Guanjing Lin; Michael Spears; Janie Page, and Jessica Granderson.
08/2018

2017

Optimizing Operational Efficiency: Integrating Energy Information Systems and Model-Based Diagnostics

Authors: Granderson, Jessica; Guanjing Lin; David H. Blum; Shankar Earni; Janie Page, and Mary Ann Piette.
12/2017

2016

Can We Practically Bring Physics-based Modeling Into Operational Analytics Tools?

Authors: Granderson, Jessica; Marco Bonvini; Mary Ann Piette; Janie Page; Guanjing Lin, and R. Lily Hu.
08/2016

Building Energy Information Systems: Synthesis of Costs, Savings, and Best-practice Uses

Authors: Granderson, Jessica, and Guanjing Lin.

2013

Energy information systems (EIS): Technology costs, benefit, and best practice uses

Authors: Granderson, Jessica; Guanjing Lin, and Mary Ann Piette.
11/2013