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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Wind turbine failure prediction and health assessment based on adaptive maximum mean discrepancy
Peng, J., Kimmig, A., Niu, Z., Wang, J., Liu, X., Wang, D. & Ovtcharova, J., 2022, In: International Journal of Electrical Power and Energy Systems. 134, 107391.Research output: Contribution to journal › Journal article › Research › peer-review
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A flexible potential-flow model based high resolution spatiotemporal energy demand forecasting framework
Peng, J., Kimmig, A., Niu, Z., Wang, J., Liu, X. & Ovtcharova, J., 2021, In: Applied Energy. 299, 117321.Research output: Contribution to journal › Journal article › Research › peer-review
File1 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., 2021, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Contribution to journal › Journal article › Research › peer-review
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A Transition Perspective on Demand-Side Flexibility in the Integrated Energy System. Insights from the Danish ISGAN Annex 7 Project 2017-2021
Bergaentzlé, C., Bolwig, S., Juhler-Verdoner, H., Kubeczko, K., Liu, X., Nørregaard, K., Rossi, J., Steen, D., Stengel, A. & Wieczorek, A., 2021, 29 p.Research output: Book/Report › Report › Research
Open AccessFile20 Downloads (Pure) -
A Workload-Aware Change Data Capture Framework for Data Warehousing
Qu, W., Liu, X. & Dessloch, S., 2021, Big Data Analytics and Knowledge Discovery - 23rd International Conference, DaWaK 2021, Proceedings. Springer Science and Business Media Deutschland GmbH, p. 222-231 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12925 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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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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FlexSUS : FlexSUS - Flexibility for Smart Urban Energy Systems
Bergaentzlé, C., Nielsen, P. S., Liu, X., Bolwig, S., Gregg, J. S., Scheller, F. & Gunkel, P. A.
02/09/2019 → 31/08/2022
Project: Research
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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 → 31/08/2022
Project: Research
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Data Intelligence Approaches for Energy Peak Management
Dai, W., Liu, X. & Nielsen, P. S.
15/04/2019 → 14/04/2022
Project: PhD
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Heat 4.0
Liu, X., Nielsen, P. S., Ben Amer, S., Dai, W., Buchholz, S., Petrovic, S., Scheller, F., Keles, D. & Nielsen, V.
15/04/2019 → 14/04/2022
Project: Research
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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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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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User Activity Simulation for Residential Buildings
Xiufeng Liu (Guest lecturer)
2 Oct 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 (DaWaK 2016)
Xiufeng Liu (Participant)
6 Sep 2016Activity: Attending an event › Participating in or organising a conference