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20122020
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Research Output 2012 2019

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Article
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
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
40 Citations (Scopus)
821 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
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
54 Citations (Scopus)
79 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)
69 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
2015
32 Citations (Scopus)
Electric potential
Visibility
Logistics
Carbon
Monitoring
8 Citations (Scopus)
Electric potential
Carbon
Monitoring
12 Citations (Scopus)
62 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
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