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2021-2025
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A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs
descriptionPublicationkeyboard_double_arrow_right Article , Journal 2021Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Ketian Ye; Junbo Zhao; Can Huang; Nan Duan; +2 Authors
Ketian Ye; Junbo Zhao; Can Huang; Nan Duan; Yingchen Zhang; Thomas E. Field;
doi: 10.1109/tpwrs.2021.3069009
doi: 10.1109/tpwrs.2021.3069009
Global sensitivity analysis (GSA) of distribution system with respect to stochastic PV and load variations plays an important role in designing optimal voltage control schemes. This paper proposes a data-driven framework for GSA of distribution system. In particular, two representative surrogate modeling-based approaches are developed, including the traditional Gaussian process-based and the analysis of variance (ANOVA) kernel ones. The key idea is to develop a surrogate model that captures the hidden global relationship between voltage and real and reactive power injections from the historical data. With the surrogate model, the Sobol indices can be conveniently calculated through either the sampling-based method or the analytical method to assess the global sensitivity of voltage to variations of load and PV power injections. The sampling-based method estimates the Sobol indices using Monte Carlo simulations while the analytical method calculates them by resorting to the ANOVA expansion framework. Comparison results with other model-based GSA methods on the unbalanced three-phase IEEE 37-bus and 123-bus distribution systems show that the proposed framework can achieve much higher computational efficiency with negligible loss of accuracy. The results on a real 240-bus distribution system using actual smart meter data further validate the feasibility and scalability of the proposed framework.
IEEE Transactions on...arrow_drop_down
IEEE Transactions on Power Systems
Article . 2021 . Peer-reviewed
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IEEE Transactions on...arrow_drop_down
IEEE Transactions on Power Systems
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Research on the source-detector variance reduction method based on the AIS adjoint Monte Carlo method
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Yisheng Hao; Rui Qiu; Zhen Wu; Shenshen Gao; +2 Authors
Yisheng Hao; Rui Qiu; Zhen Wu; Shenshen Gao; Hui Zhang; Junli Li;
doi: 10.1016/j.anucene.2023.109916
doi: 10.1016/j.anucene.2023.109916
Annals of Nuclear En...arrow_drop_down
Annals of Nuclear Energy
Article . 2023 . Peer-reviewed
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Annals of Nuclear Energy
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Patternika: A Pattern-Mining-Based Tool For Automatic Library Migration
descriptionPublicationkeyboard_double_arrow_right Conference object 2021Publisher:IEEE
Authors: Ekaterina Blech; Andrey Grishchenko; Ivan Kniazkov; Guangtai Liang; +4 Authors
Ekaterina Blech; Andrey Grishchenko; Ivan Kniazkov; Guangtai Liang; Oleg Serebrennikov; Andrei Tatarnikov; Polina Volkhontseva; Kuzma Yakimets;
doi: 10.1109/issrew53611.2021.00098
doi: 10.1109/issrew53611.2021.00098
https://doi.org/10.1...arrow_drop_down
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Conference object . 2021 . Peer-reviewed
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Congestion management for coordinated electricity and gas grids in the presence of multi-energy hubs: A risk-based optimal scheduling
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Azhin Hosseini; Amir Mirzapour-Kamanaj; Rasool Kazemzadeh; Kazem Zare; +1 Authors
Azhin Hosseini; Amir Mirzapour-Kamanaj; Rasool Kazemzadeh; Kazem Zare; Behnam Mohammadi-Ivatloo;
doi: 10.1016/j.segan.2023.101153
doi: 10.1016/j.segan.2023.101153
Sustainable Energy G...arrow_drop_down
Sustainable Energy Grids and Networks
Article . 2023 . Peer-reviewed
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Sustainable Energy G...arrow_drop_down
Sustainable Energy Grids and Networks
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Technologies for biogas desulfurization - An overview of recent studies
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV
Authors: C.M. Becker; M. Marder; E. Junges; O. Konrad;
doi: 10.1016/j.rser.2022.112205
doi: 10.1016/j.rser.2022.112205
Renewable and Sustai...arrow_drop_down
Renewable and Sustainable Energy Reviews
Article . 2022 . Peer-reviewed
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Renewable and Sustainable Energy Reviews
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A multi-fidelity framework for power prediction of wind farm under yaw misalignment
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Yu Tu; Yaoran Chen; Kai Zhang; Ruiyang He; +2 Authors
Yu Tu; Yaoran Chen; Kai Zhang; Ruiyang He; Zhaolong Han; Dai Zhou;
doi: 10.1016/j.apenergy.2024.124600 , 10.2139/ssrn.4602637
doi: 10.1016/j.apenergy.2024.124600 , 10.2139/ssrn.4602637
Applied Energyarrow_drop_down
Applied Energy
Article . 2025 . Peer-reviewed
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https://doi.org/10.2139/ssrn.4...
Article . 2023 . Peer-reviewed
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Applied Energyarrow_drop_down
Applied Energy
Article . 2025 . Peer-reviewed
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Editorial Board
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
doi: 10.1016/s0038-092x(23)00858-7
doi: 10.1016/s0038-092x(23)00858-7
Solar Energyarrow_drop_down
Solar Energy
Article . 2023 . Peer-reviewed
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Solar Energyarrow_drop_down
Solar Energy
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Redox-Mediated and Microwave-Assisted Thiol Activation: Two Approaches to Unsymmetrical Disulfides Synthesis
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:The Electrochemical Society
Authors: Daria A. Burmistrova; Andrey Galustyan; Ivan V. Smolyaninov; Nadezhda T. Berberova;
doi: 10.1149/1945-7111/ac9d69
doi: 10.1149/1945-7111/ac9d69
Two approaches to synthesis of unsymmetrical disulfides based on different types of thiol activation, namely, an electrochemical method in the presence of a redox mediator and a microwave irradiation, were discussed. The mediated electrosynthesis procedures were carried out by the oxidative coupling of thiols or by the thiol-disulfide exchange in the presence of redox pairs—substituted o-aminophenol/o-iminobenzoquinone. It has been established that the formation of unsymmetrical disulfides under electrochemical conditions occurs as a result of both the oxidative coupling of sulfur-centered radicals, and a redox-mediator promoted thiol-disulfide exchange, which led to a high yield of heterodimeric products (89%–99%). The microwave-assisted synthesis made it possible to obtain the target products with yields of 13%–86% depending on different irradiation parameters such as power, temperature, and irradiation duration. However, this method requires a rigorous selection of conditions for each reaction and is therefore inferior to the electrochemical approach.
Journal of The Elect...arrow_drop_down
Journal of The Electrochemical Society
Article . 2022 . Peer-reviewed
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Journal of The Elect...arrow_drop_down
Journal of The Electrochemical Society
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Radiation Safety Validation of a BREST-OD-300 Installation
descriptionPublicationkeyboard_double_arrow_right Article 2021Publisher:Springer Science and Business Media LLC
Authors: N. E. Dubenkov; A. V. Proukhin; A. A. Bazhanov; V. P. Vasyukhno; +5 Authors
N. E. Dubenkov; A. V. Proukhin; A. A. Bazhanov; V. P. Vasyukhno; V. V. Lemekhov; A. V. Moiseev; G. A. Khacheresov; A. A. Kiselev; S. N. Krasnoperov;
doi: 10.1007/s10512-021-00802-y
doi: 10.1007/s10512-021-00802-y
Atomic Energyarrow_drop_down
Atomic Energy
Article . 2021 . Peer-reviewed
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Atomic Energy
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Alleviating the rural household energy poverty in China: The role of digital economy
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Elsevier BV
Authors: Haijie Wang; Tong Yan; Rongbing Huang; Junsong Gao;
doi: 10.1016/j.eneco.2024.108160
doi: 10.1016/j.eneco.2024.108160
Energy Economicsarrow_drop_down
Energy Economics
Article . 2025 . Peer-reviewed
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Energy Economics
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The following results are related to Energy Research. Are you interested to view more results? Visit OpenAIRE - Explore.

145,860 Research products

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A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs
descriptionPublicationkeyboard_double_arrow_right Article , Journal 2021Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Ketian Ye; Junbo Zhao; Can Huang; Nan Duan; +2 Authors
Ketian Ye; Junbo Zhao; Can Huang; Nan Duan; Yingchen Zhang; Thomas E. Field;
doi: 10.1109/tpwrs.2021.3069009
doi: 10.1109/tpwrs.2021.3069009
Global sensitivity analysis (GSA) of distribution system with respect to stochastic PV and load variations plays an important role in designing optimal voltage control schemes. This paper proposes a data-driven framework for GSA of distribution system. In particular, two representative surrogate modeling-based approaches are developed, including the traditional Gaussian process-based and the analysis of variance (ANOVA) kernel ones. The key idea is to develop a surrogate model that captures the hidden global relationship between voltage and real and reactive power injections from the historical data. With the surrogate model, the Sobol indices can be conveniently calculated through either the sampling-based method or the analytical method to assess the global sensitivity of voltage to variations of load and PV power injections. The sampling-based method estimates the Sobol indices using Monte Carlo simulations while the analytical method calculates them by resorting to the ANOVA expansion framework. Comparison results with other model-based GSA methods on the unbalanced three-phase IEEE 37-bus and 123-bus distribution systems show that the proposed framework can achieve much higher computational efficiency with negligible loss of accuracy. The results on a real 240-bus distribution system using actual smart meter data further validate the feasibility and scalability of the proposed framework.
IEEE Transactions on...arrow_drop_down
IEEE Transactions on Power Systems
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IEEE Transactions on...arrow_drop_down
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Research on the source-detector variance reduction method based on the AIS adjoint Monte Carlo method
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Yisheng Hao; Rui Qiu; Zhen Wu; Shenshen Gao; +2 Authors
Yisheng Hao; Rui Qiu; Zhen Wu; Shenshen Gao; Hui Zhang; Junli Li;
doi: 10.1016/j.anucene.2023.109916
doi: 10.1016/j.anucene.2023.109916
Annals of Nuclear En...arrow_drop_down
Annals of Nuclear Energy
Article . 2023 . Peer-reviewed
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Annals of Nuclear Energy
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Patternika: A Pattern-Mining-Based Tool For Automatic Library Migration
descriptionPublicationkeyboard_double_arrow_right Conference object 2021Publisher:IEEE
Authors: Ekaterina Blech; Andrey Grishchenko; Ivan Kniazkov; Guangtai Liang; +4 Authors
Ekaterina Blech; Andrey Grishchenko; Ivan Kniazkov; Guangtai Liang; Oleg Serebrennikov; Andrei Tatarnikov; Polina Volkhontseva; Kuzma Yakimets;
doi: 10.1109/issrew53611.2021.00098
doi: 10.1109/issrew53611.2021.00098
https://doi.org/10.1...arrow_drop_down
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Conference object . 2021 . Peer-reviewed
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Congestion management for coordinated electricity and gas grids in the presence of multi-energy hubs: A risk-based optimal scheduling
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Azhin Hosseini; Amir Mirzapour-Kamanaj; Rasool Kazemzadeh; Kazem Zare; +1 Authors
Azhin Hosseini; Amir Mirzapour-Kamanaj; Rasool Kazemzadeh; Kazem Zare; Behnam Mohammadi-Ivatloo;
doi: 10.1016/j.segan.2023.101153
doi: 10.1016/j.segan.2023.101153
Sustainable Energy G...arrow_drop_down
Sustainable Energy Grids and Networks
Article . 2023 . Peer-reviewed
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Technologies for biogas desulfurization - An overview of recent studies
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV
Authors: C.M. Becker; M. Marder; E. Junges; O. Konrad;
doi: 10.1016/j.rser.2022.112205
doi: 10.1016/j.rser.2022.112205
Renewable and Sustai...arrow_drop_down
Renewable and Sustainable Energy Reviews
Article . 2022 . Peer-reviewed
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A multi-fidelity framework for power prediction of wind farm under yaw misalignment
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Yu Tu; Yaoran Chen; Kai Zhang; Ruiyang He; +2 Authors
Yu Tu; Yaoran Chen; Kai Zhang; Ruiyang He; Zhaolong Han; Dai Zhou;
doi: 10.1016/j.apenergy.2024.124600 , 10.2139/ssrn.4602637
doi: 10.1016/j.apenergy.2024.124600 , 10.2139/ssrn.4602637
Applied Energyarrow_drop_down
Applied Energy
Article . 2025 . Peer-reviewed
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Article . 2023 . Peer-reviewed
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Applied Energyarrow_drop_down
Applied Energy
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Editorial Board
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
doi: 10.1016/s0038-092x(23)00858-7
doi: 10.1016/s0038-092x(23)00858-7
Solar Energyarrow_drop_down
Solar Energy
Article . 2023 . Peer-reviewed
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Redox-Mediated and Microwave-Assisted Thiol Activation: Two Approaches to Unsymmetrical Disulfides Synthesis
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:The Electrochemical Society
Authors: Daria A. Burmistrova; Andrey Galustyan; Ivan V. Smolyaninov; Nadezhda T. Berberova;
doi: 10.1149/1945-7111/ac9d69
doi: 10.1149/1945-7111/ac9d69
Two approaches to synthesis of unsymmetrical disulfides based on different types of thiol activation, namely, an electrochemical method in the presence of a redox mediator and a microwave irradiation, were discussed. The mediated electrosynthesis procedures were carried out by the oxidative coupling of thiols or by the thiol-disulfide exchange in the presence of redox pairs—substituted o-aminophenol/o-iminobenzoquinone. It has been established that the formation of unsymmetrical disulfides under electrochemical conditions occurs as a result of both the oxidative coupling of sulfur-centered radicals, and a redox-mediator promoted thiol-disulfide exchange, which led to a high yield of heterodimeric products (89%–99%). The microwave-assisted synthesis made it possible to obtain the target products with yields of 13%–86% depending on different irradiation parameters such as power, temperature, and irradiation duration. However, this method requires a rigorous selection of conditions for each reaction and is therefore inferior to the electrochemical approach.
Journal of The Elect...arrow_drop_down
Journal of The Electrochemical Society
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Radiation Safety Validation of a BREST-OD-300 Installation
descriptionPublicationkeyboard_double_arrow_right Article 2021Publisher:Springer Science and Business Media LLC
Authors: N. E. Dubenkov; A. V. Proukhin; A. A. Bazhanov; V. P. Vasyukhno; +5 Authors
N. E. Dubenkov; A. V. Proukhin; A. A. Bazhanov; V. P. Vasyukhno; V. V. Lemekhov; A. V. Moiseev; G. A. Khacheresov; A. A. Kiselev; S. N. Krasnoperov;
doi: 10.1007/s10512-021-00802-y
doi: 10.1007/s10512-021-00802-y
Atomic Energyarrow_drop_down
Atomic Energy
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Alleviating the rural household energy poverty in China: The role of digital economy
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Elsevier BV
Authors: Haijie Wang; Tong Yan; Rongbing Huang; Junsong Gao;
doi: 10.1016/j.eneco.2024.108160
doi: 10.1016/j.eneco.2024.108160
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Energy Economics
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Energy Economics
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Energy Research
2021-2025
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A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs

Research on the source-detector variance reduction method based on the AIS adjoint Monte Carlo method

Patternika: A Pattern-Mining-Based Tool For Automatic Library Migration

Congestion management for coordinated electricity and gas grids in the presence of multi-energy hubs: A risk-based optimal scheduling

Technologies for biogas desulfurization - An overview of recent studies

A multi-fidelity framework for power prediction of wind farm under yaw misalignment

Editorial Board

Redox-Mediated and Microwave-Assisted Thiol Activation: Two Approaches to Unsymmetrical Disulfides Synthesis

Radiation Safety Validation of a BREST-OD-300 Installation

Alleviating the rural household energy poverty in China: The role of digital economy

A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs

Research on the source-detector variance reduction method based on the AIS adjoint Monte Carlo method

Patternika: A Pattern-Mining-Based Tool For Automatic Library Migration

Congestion management for coordinated electricity and gas grids in the presence of multi-energy hubs: A risk-based optimal scheduling

Technologies for biogas desulfurization - An overview of recent studies

A multi-fidelity framework for power prediction of wind farm under yaw misalignment

Editorial Board

Redox-Mediated and Microwave-Assisted Thiol Activation: Two Approaches to Unsymmetrical Disulfides Synthesis

Radiation Safety Validation of a BREST-OD-300 Installation

Alleviating the rural household energy poverty in China: The role of digital economy

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