Guanjing Lin

Guanjing Lin

Contact Information

Phone: 510-486-5979

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.

Related Links:
2017 Director’s Award for Exceptional Achievement: Technology Transfer -  April 3rd 2018

Berkeley Lab is pleased to recognize the Building Technology and Urban Systems Division’s Retro-commissioning Sensor Suitcase Commercialization Team with the 2017 Director’s Award for Exceptional Achievement in Technology Transfer.

Publications

2025

Active multi-mode data analysis to improve fault diagnosis in AHUs

Authors: Lin, Guanjing; John House; Yimin Chen; Jessica Granderson, and Wanpeng Zhang.
03/2025

2024

Innovating the next generation of commercial smart building software

Authors: Casillas, Armando; Jessica Granderson; Yimin Chen; John House; Guanjing Lin; Weiping Huang; Guhan Velmurugan, and Marco Pritoni.
08/2024

Development of high-fidelity air handling unit fault models for FDD innovation: lessons learned and recommendations

Authors: Casillas, Armando; Yimin Chen; Jessica Granderson; Guanjing Lin; Zhelun Chen; Jin Wen, and Sen Huang.
09/02/2024

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 Pritoni; 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

Performance Evaluation of an Occupancy-Based HVAC Control System in an Office Building

Authors: Lin, Guanjing; Armando Casillas; Maggie Sheng, and Jessica Granderson.
10/13/2023

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

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

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

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

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

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

Energy Management and Information System Field Evaluation Protocol

Authors: Lin, Guanjing; Eliot Crowe; Rui Tang, and Jessica Granderson.
05/2022

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

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

Integration of FDD Data to Aid HVAC System Maintenance

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

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

EMIS Crash Course: An Overview of Energy Management and Information Systems

Authors: Kramer, Hannah; Jessica Granderson; Valerie Nibler; Eliot Crowe, and Guanjing Lin.
08/2021

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

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

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

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

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

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 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

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

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

When Data Analytics Meet Site Operation: Benefits and Challenges

Authors: Blum, David; 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 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. 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