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Accepting PhD Students

20122020

Research output per year

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Article
2020

A Novel Peer-to-Peer Local Electricity Market for Joint Trading of Energy and Uncertainty

Zhang, Z., Li, R. & Li, F., 31 Mar 2020, In : IEEE Transactions on Smart Grid. 11, 2, p. 1205-1215 11 p., 8789684.

Research output: Contribution to journalArticle

Regional nonintrusive load monitoring for low voltage substations and distributed energy resources

Wang, S., Li, R., Evans, A. & Li, F., 15 Feb 2020, In : Applied Energy. 260, 114225.

Research output: Contribution to journalArticle

2019

A Statistical Approach to Estimate Imbalance-Induced Energy Losses for Data-Scarce Low Voltage Networks

Fang, L., Ma, K., Li, R., Wang, Z. & Shi, H., 31 Jul 2019, In : IEEE Transactions on Power Systems. 34, 4, p. 2825-2835 11 p., 8606229.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
73 Downloads (Pure)
2018

Big Data Analytics for Flexible Energy Sharing: Accelerating a Low-Carbon Future

Li, F., Li, R., Zhang, Z., Dale, M., Tolley, D. & Ahokangas, P., 1 May 2018, In : IEEE Power and Energy Magazine. 16, 3, p. 35-42 8 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
96 Downloads (Pure)

Deep Learning for Household Load Forecasting – A Novel Pooling Deep RNN

Shi, H., Xu, M. & Li, R., 30 Sep 2018, In : IEEE Transactions on Smart Grids. 9, 5, p. 5271-5280 10 p.

Research output: Contribution to journalArticle

Open Access
File
115 Citations (Scopus)
1282 Downloads (Pure)

Development of EV charging templates: An improved K-prototypes method

Hong, J., Xiang, Y., Liu, Y., Liu, J., Li, R., Li, F. & Gou, J., 13 Nov 2018, In : IET Generation, Transmission and Distribution. 12, 20, p. 4361-4367 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Phase Identification with Incomplete Data

Xu, M., Li, R. & Li, F., 1 Jul 2018, In : IEEE Transactions on Smart Grids. 9, 4, p. 2777 - 2785 9 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
74 Downloads (Pure)
2017

A novel hierarchical contribution factor based model for distribution use-of-system charges

Sharma, A., Bhakar, R., Tiwari, H. P., Li, R. & Li, F., 15 Dec 2017, In : Applied Energy. 208, p. 996-1006 11 p.

Research output: Contribution to journalArticle

Open Access
File
30 Downloads (Pure)

A Shared Network Access Business Model for Distribution Networks

Li, R., Zhang, Z., Li, F. & Ahokangas, P., 29 Mar 2017, In : IEEE Transactions on Energy Conversion. 2 p.

Research output: Contribution to journalArticle

A Whole System Assessment of Novel Deep Learning Approach on Short-Term Load Forecasting

Shi, H., Xu, M., Ma, Q., Zhang, C., Li, R. & Li, F., 1 Dec 2017, In : Energy Procedia. 142, p. 2791-2796

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

Load Characterization and Low-order Approximation for Smart Metering Data in the Spectral Domain

Li, R., Li, F. & Smith, N. D., Jun 2017, In : IEEE Transactions on Industrial Informatics. 13, 3, p. 976-984 7779140.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
29 Downloads (Pure)

Quantification of Additional Reinforcement Cost from Severe 3-Phase Imbalance

Ma, K., Li, R., Hernando Gil, I. & Li, F., 1 Sep 2017, In : IEEE Transactions on Power Systems. 32, 5, p. 4143-4144 2 p., 7769197.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
89 Downloads (Pure)
Open Access
File
4 Citations (Scopus)
80 Downloads (Pure)
2016

A novel time-of-use tariff design based on Gaussian Mixture Model

Li, R., Wang, Z., Gu, C., Li, F. & Wu, H., 15 Jan 2016, In : Applied Energy. 162, p. 1530-1536 7 p.

Research output: Contribution to journalArticle

42 Citations (Scopus)

Cross-characterization of PV and sunshine profiles based on hierarchical classification

Zhang, Z., Li, R., Zhao, C. & Li, F., Dec 2016, In : Energy Procedia. 103, p. 15-21 7 p.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Cross-domain feature selection and coding for household energy behavior

Tong, X., Li, R., Li, F. & Kang, C., 15 Jul 2016, In : Energy. 107, p. 9-16 8 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Distributed storage capacity reservations in microgrid for LV network operation

Wang, Z., Zhang, Y., Li, B., Li, R. & Zhang, Z., 1 Dec 2016, In : Energy Procedia. 103, p. 153-158 6 p.

Research output: Contribution to journalArticle

Open Access

Economic planning of electric vehicle charging stations considering traffic constraints and load profile templates

Xiang, Y., Liu, J., Li, R., Li, F., Gu, C. & Tang, S., 15 Sep 2016, In : Applied Energy. 178, p. 647-659 13 p.

Research output: Contribution to journalArticle

Open Access
File
75 Citations (Scopus)
177 Downloads (Pure)

Multi-resolution load profile clustering for smart metering data

Li, R., Li, F. & Smith, N. D., 1 Nov 2016, In : IEEE Transactions on Power Systems. 31, 6, p. 4473-4482 10 p., TPWRS-00618-2015.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Multi-stage sizing approach for development of utility-scale BESS considering dynamic growth of distributed photovoltaic connection

Tang, Z., Liu, Y., Liu, J., Li, R., Wen, L. & Zhang, G., 1 Oct 2016, In : Journal of Modern Power Systems and Clean Energy. 4, 4, p. 554-565 12 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
128 Downloads (Pure)
2015

Development of Low Voltage Network Templates-Part I: Substation Clustering and Classification

Li, R., Gu, C., Li, F., Shaddick, G. & Dale, M., 1 Nov 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3036-3044 8 p., 6981990.

Research output: Contribution to journalArticle

41 Citations (Scopus)

Development of low voltage network templates - Part II: peak load estimation by clusterwise regression

Li, R., Gu, C., Li, F., Shaddick, G. & Dale, M., 1 Nov 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3045-3052 8 p., 6981996.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Quantification of additional asset reinforcement cost from three phase imbalance

Ma, K., Li, R. & Li, F., 28 Sep 2015, In : IEEE Transactions on Power Systems. PP, 99, p. 1-7 8 p.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
104 Downloads (Pure)
2014

Time of use tariff design for domestic customers from flat rate by model-based clustering

Wang, K., Zhang, M., Wang, Z., Li, R., Li, F. & Wu, H., 2014, In : Energy Procedia. 61, p. 652-655 4 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)