Research output per year
Research output per year
Personal profile
Research areas
- Smart Meter Data Analytics
- Data Warehousing
- Big Data
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Aalborg university, Denmark
… → 2012
External positions
Research scientist, IBM Canada
2013 → 2014
Postdoc, University of Waterloo, Canada
2013 → 2014
Research assistant, Åbo Akademi University, Finland
2006 → 2008
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Research output
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A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades
Cheng, X., Shi, F., Liu, Y., Zhou, J., Liu, X. & Huang, L., 2022, In: IEEE Transactions on Industrial Informatics. 18, 12, p. 8487 - 8497 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile11 Downloads (Pure) -
A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection
Cheng, X., Shi, F., Liu, X., Zhao, M. & Chen, S., 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 6, p. 2558 - 2570 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile96 Downloads (Pure) -
A systematic review of data-driven approaches to fault diagnosis and early warning
Jieyang, P., Kimmig, A., Dongkun, W., Niu, Z., Zhi, F., Jiahai, W., Liu, X. & Ovtcharova, J., 2022, (Accepted/In press) In: Journal of Intelligent Manufacturing. p. 1-28 28 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Automated infection risks assessments (AIRa) for decision-making using a blockchain-based alert system: A case study in a representative building
Wan, P. K., Huang, L., Lai, Z., Liu, X., Nowostawski, M., Holtskog, H. & Liu, Y., 2022, In: Environmental Research. 216, 11 p., 114663.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Bivariate, cluster, and suitability analysis of NoSQL solutions for big graph applications
Khan, S., Liu, X., Ali, S. A. & Alam, M., 2022, (Accepted/In press) In: Advances in Computers.Research output: Contribution to journal › Journal article › Research › peer-review
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RES4CITY: Renewable Energies System for Cities
Sari, R., Nielsen, P. S., Liu, X. & Bergaentzlé, C.
01/10/2022 → 30/09/2025
Project: Research
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Reinforcement Learning for Automous Building Energy Management
Biemann, M., Liu, X. & Huang, L.
01/12/2019 → 30/11/2022
Project: PhD
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EMB3Rs: User-driven Energy-Matching & Business Prospection Tool for Industrial Excess Heat/Cold Reduction, Recovery and Redistribution
Sousa, T., Pinson, P., Frölke, L., Nielsen, P. S., Nielsen, P. S., Liu, X., Ben Amer, S., Sneum, D. M., Petrovic, S. & Keles, D.
01/09/2019 → 31/05/2023
Project: Research
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FED: Flexible Energy Denmark
Madsen, H., Liu, X., Nielsen, P. S., Ben Amer, S., Bergaentzlé, C., Gunkel, P. A., Qvistgaard, F. I., Ebrahimy, R., Christiansen, L. E., Bacher, P., Blomgren, E. M. V., Kokkegård, H., Keles, D. & Scheller, F.
01/04/2019 → 31/03/2023
Project: Research
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CVAES: Cognitive Visual Analytics for Smart Energy Systems
Liu, X. & Niu, Z.
01/10/2019 → 30/09/2021
Project: Research
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User Activity Simulation for Residential Buildings
Xiufeng Liu (Guest lecturer)
2 Oct 2018Activity: Talks and presentations › Conference presentations
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Analysis and Visualization of Urban Emission Measurements in Smart Cities
Xiufeng Liu (Guest lecturer)
Mar 2018Activity: Talks and presentations › Conference presentations
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The Architecture Development of Smart Meter Controlling System in dynamic IP addresses environment
Angreine Kewo (Speaker), Per Sieverts Nielsen (Other) & Xiufeng Liu (Other)
1 Mar 2018Activity: Talks and presentations › Conference presentations
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Modelling of electricity consumption in one of the world’s most populous cities–Jakarta,Indonesia
Angreine Kewo (Speaker), Per Sieverts Nielsen (Other) & Xiufeng Liu (Other)
4 Oct 2017Activity: Talks and presentations › Conference presentations
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18th International Conference on Big Data Analytics and Knowledge Discovery
Xiufeng Liu (Participant)
6 Sep 2016Activity: Attending an event › Participating in or organising a conference