News and Updates

May 2021 | I am now a participant in IEA EBC 81 and IEA EBC 82 projects.

I am glad to share that I am now a participant in two IEA EBC (International Energy Agency, Energy in Buildings and Communities) ongoing projects: IEA ANNEX 81 Data-Driven Smart Buildings (2020-2024) IEA ANNEX 82 Energy Flexible Buildings Towards Resilient Low Carbon Energy Systems (2020-2024) Thanks for having me in the community.
May 1, 2021 1 min read

Apr 2021 | A talk was given to the Dept. of Built Environment and Enery Application Engineering, Hunan University.

A talk was given to the Dept. of Built Environment and Enery Application Engineering, Hunan University on “Data-driven Descriptive, Predictive, and Prescriptive Analytics of Building and Urban Energy Systems”.
Apr 15, 2021 1 min read

Jan 2021 | Our R package named PHOVAFER (PHOtoVoltAic FindER) was released.

“PHOtoVoltAic FindER” (phovafer) is developed for identifying the solar photovoltaic (PV) customers among the regular consumers on a low-voltage distribution network. It contains the R functions for data representation, feature extraction, and PV users’ classification using the extracted features.
Jan 15, 2021 1 min read

Dec 2020 | Glad to share that I was recently appointed as a Reviewer Board member of the jounal of *Science and Technology for the Built Environment* .

Recently Dr. Hu was appointed as a member of the Reviewer Board of the journal of Science and Technology for the Built Environment (STBE).
Dec 1, 2020 1 min read

Nov 2020 | A talk was given at the China-UK Workshop on “Integrating Sustainable Technologies into the Design Strategies of New Communities or Regeneration Projects” funded by Newton Fund.

A talk entitled “Classification and Characterization of Smart Meter Data Using Interpretable Feature Extraction and Feature-based Clustering” was given by Dr. Hu at the China-UK Workshop on “Integrating Sustainable Technologies into the Design Strategies of New Communities or Regeneration Projects” funded by NSFC China and the British Council Newton Fund.
Nov 7, 2020 1 min read

Oct 2020 | Our Python package named IFEEL (Interpretable Feature Extraction of Electricity Loads) was released.

We developed a Python package (IFEEL), which aims to help energy data analysts to readily extract interpretable features of daily electricity profiles from a physical perspective.
Oct 29, 2020 1 min read

Sep 2020 | Our new paper entitled "Development of an ANN-based Building Energy Model for Information-poor Buildings Using Transfer Learning" was published in *Building Simulation*!

Our recent research paper entitled “Development of an ANN-based Building Energy Model for Information-poor Buildings Using Transfer Learning” was published in Building Simulation.
Sep 11, 2020 2 min read

Aug 2020 | Our new paper entitled "Neighborhood-level Coordination and Negotiation Techniques for Managing Demand-side Flexibility in Residential Microgrids" was published in *Renewable and Sustainable Energy Reviews*.

Our recent review article entitled “Neighborhood-level Coordination and Negotiation Techniques for Managing Demand-side Flexibility in Residential Microgrids” was published in Renewable and Sustainable Energy Reviews. Glad to see my last piece of work at PolyU coming out.
Aug 25, 2020 2 min read

Mar 2020 | New journey in Dept. of Engineering Science at University of Oxford!

Since March 2020, I joins the Energy and Environmental Informatics group in Department of Engineering Science at University of Oxford. I works with Professor David Wallom as a postdoctoral researcher for Project AMIDiNe.
Mar 16, 2020 1 min read