Xin Jin

Orcid: 0000-0001-7746-5955

Affiliations:
  • National Renewable Energy Laboratory, Building Technologies and Science Center, Golden, CO, USA
  • Pennsylvania State University, Department of Mechanical Engineering, PA, USA (PhD 2012)


According to our database1, Xin Jin authored at least 20 papers between 2009 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2022
Two-Stage Reinforcement Learning Policy Search for Grid-Interactive Building Control.
IEEE Trans. Smart Grid, 2022

A Network-Aware Distributed Energy Resource Aggregation Framework for Flexible, Cost-Optimal, and Resilient Operation.
IEEE Trans. Smart Grid, 2022

2021
Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search.
Proceedings of the 2021 American Control Conference, 2021

2020
A Model-Predictive Hierarchical-Control Framework for Aggregating Residential DERs to Provide Grid Regulation Services.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Quantification of Load Flexibility in Residential Buildings Using Home Energy Management Systems.
Proceedings of the 2020 American Control Conference, 2020

2019
Investigating occupancy profiles using convolutional neural networks.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

2017
User-preference-driven model predictive control of residential building loads and battery storage for demand response.
Proceedings of the 2017 American Control Conference, 2017

2016
Homeowner Preference Elicitation: A Multi-Method Comparison: Poster Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Frequency Regulation Services from Connected Residential Devices: Short Paper.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

2014
Navigation of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments.
Int. J. Control, 2014

2013
Coverage control of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments.
Proceedings of the American Control Conference, 2013

2012
Symbolic Dynamic Filtering and Language Measure for Behavior Identification of Mobile Robots.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Optimization of symbolic feature extraction for pattern classification.
Signal Process., 2012

A unified framework for supervised learning of semantic models.
Proceedings of the American Control Conference, 2012

Multi-resolution navigation of mobile robots with complete coverage of unknown and complex environments.
Proceedings of the American Control Conference, 2012

2011
Wavelet-based feature extraction using probabilistic finite state automata for pattern classification.
Pattern Recognit., 2011

Multimodal sensor fusion for personnel detection.
Proceedings of the 14th International Conference on Information Fusion, 2011

Symbolic dynamic filtering of seismic sensors for target detection and classification.
Proceedings of the American Control Conference, 2011

2010
Symbolic dynamics of wavelet images for pattern identification.
Proceedings of the American Control Conference, 2010

2009
Suboptimal partitioning of time-series data for anomaly detection.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009


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