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Accepting PhD Students

20122020
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Research Output 2012 2019

2019
41 Downloads (Pure)

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., 9 Jan 2019, In : IEEE Transactions on Power Systems. p. 1-1 1 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
9 Downloads (Pure)

FCC-ee: The Lepton Collider: Future Circular Collider Conceptual Design Report Volume 2

the FCC Collaboration, 30 Jun 2019, In : European Physical Journal: Special Topics. 228, 2, p. 261-623 363 p.

Research output: Contribution to journalArticle

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

FCC-hh: The Hadron Collider: Future Circular Collider Conceptual Design Report Volume 3

the FCC Collaboration, 31 Jul 2019, In : European Physical Journal: Special Topics. 228, 4, p. 755-1107 353 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
8 Downloads (Pure)

FCC Physics Opportunities: Future Circular Collider Conceptual Design Report Volume 1

The FCC Collaboration, 30 Jun 2019, In : European Physical Journal C. 79, 6, 474.

Research output: Contribution to journalReview article

Open Access
File
2018
2 Citations (Scopus)
62 Downloads (Pure)

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

Research output: Contribution to journalArticle

Open Access
File
42 Citations (Scopus)
829 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
Uncertainty analysis
Recurrent neural networks
Spectrum analysis
Learning algorithms
Learning systems

Electric Vehicle Load Disaggregation Based on Limited Activation Matching Pursuits

Li, R., Evans, A., Li, F. & Wang, S., 2018.

Research output: Contribution to conferencePaper

Mitigating load forecast errors for suppliers by utilizing energy storage at a substation level

Yan, X., Ma, Q., Wyman-Pain, H., Gu, C., Li, R. & Li, F., 16 Jan 2018, Proceedings of IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 . IEEE, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy storage
Costs
Cost reduction
Economics
2 Citations (Scopus)
49 Downloads (Pure)

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

Research output: Contribution to journalArticle

Open Access
File
Smart meters
Spectrum analysis
2017
19 Downloads (Pure)

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
Electric power distribution
Reinforcement
peak flow
reinforcement
Electric potential

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

Electric power distribution
Industry
Costs
4 Citations (Scopus)

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
8 Citations (Scopus)
18 Downloads (Pure)

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
Discrete Fourier transforms
Discrete wavelet transforms
Spectrum analysis
Time series
1 Citation (Scopus)
54 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
Reinforcement
Costs
Electric potential
2 Citations (Scopus)
43 Downloads (Pure)
Open Access
File
Reinforcement
Costs
Probability distributions
Networks (circuits)
Hot Temperature
2016
35 Citations (Scopus)

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

Cost reduction
Electricity
tariff
energy
electricity
1 Citation (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
Planning
Uncertainty
7 Citations (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

Smart meters
Feature extraction
Energy utilization
Internet
Conservation

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
Electric potential
Network management
Energy storage
Costs
55 Citations (Scopus)
80 Downloads (Pure)

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
economic planning
electric vehicle
Electric vehicles
Planning
Economics
15 Citations (Scopus)

Multi-resolution load profile clustering for smart metering data

Li, R., Li, F. & Smith, N. D., 8 Mar 2016, In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

Multiresolution analysis
Dynamic loads
Time series
Industry
Uncertainty
2 Citations (Scopus)
73 Downloads (Pure)

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
Energy storage
Dynamical systems
Distributed power generation
Electric power distribution
Redundancy
1 Citation (Scopus)

Quantitative benefit assessment of electricity settlement using smart meters

Ma, Q., Xu, M., Li, R. & Li, F., 25 Jul 2016, 13th International Conference on the European Energy Market EEM, 2016. IEEE, 7521293

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smart meters
Electricity
Energy utilization
2015
6 Citations (Scopus)

Demand side response performance assessment: An impact analysis of load profile accuracy on DSR performances

Zhao, C., Shi, H., Li, R. & Li, F., 30 Sep 2015, IEEE Power and Energy Society General Meeting, 2015. IEEE, p. 1-5 7286211

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy management systems
Costs
Industry
32 Citations (Scopus)
Electric potential
Visibility
Logistics
Carbon
Monitoring
8 Citations (Scopus)
Electric potential
Carbon
Monitoring
12 Citations (Scopus)
63 Downloads (Pure)

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
Reinforcement
Electric potential
Costs
Electric power distribution
2014
3 Citations (Scopus)

Analysis of the relationship between load profile and weather condition

Shi, D., Li, R., Shi, R. & Li, F., 29 Oct 2014, PES General Meeting /Conference & Exposition, 2014 IEEE . IEEE, p. 1-5

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regression analysis
Decomposition
Temperature
7 Citations (Scopus)
47 Downloads (Pure)
File
Storage management
Energy storage
Electricity
Costs
6 Citations (Scopus)
59 Downloads (Pure)

Development of time-of-use price by clustering techniques

Li, R., Wang, Z., Le Blond, S. & Li, F., Jul 2014, PES General Meeting/Conference & Exposition, 2014 IEEE . IEEE, 6939335

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
2 Citations (Scopus)

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

Electricity
2012
5 Citations (Scopus)

Implementation of load profile test for electricity distribution networks

Li, R., Gu, C., Zhang, Y. & Li, F., 2012, Power and Energy Society General Meeting, 2012 IEEE.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric power distribution
Electricity
Industry
Electric power utilization
Planning