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Data-Driven Power Flow Calculation Method: A Lifting Dimension Linear Regression Approach

IEEE Transactions on Power Systems, 2022
The high-precision parameters in distribution networks are difficult to obtain, which brings difficulties to the model-based methods and analysis. With the widespread deployment of high-precision measurement units, data-driven methods have greater ...
Li Guo   +6 more
semanticscholar   +1 more source

Group decision making based on the modified probability calculation method and DEA cross-efficiency with probabilistic hesitant fuzzy preference relations

Computers & industrial engineering, 2021
In this paper, we propose a novel group decision making (GDM) method with probabilistic hesitant fuzzy preference relations (PHFPRs) based on the modified probability calculation method and data envelopment analysis (DEA) cross-efficiency.
Jinpei Liu   +5 more
semanticscholar   +1 more source

An assembly-level neutronic calculation method based on LightGBM algorithm

, 2021
In this paper, a novel assembly-level neutronic calculation method based on a machine learning technique, the LightGBM algorithm, has been proposed.
Jiejin Cai   +3 more
semanticscholar   +1 more source

Calculation Method for Natural Frequencies of Stator of Permanent Magnet Synchronous Motors Based on Three-Dimensional Elastic Theory

IEEE transactions on energy conversion, 2021
The variable-speed permanent magnet synchronous motors (PMSMs) have high harmonic contents in the current and wide variable speed range, which results in a wide frequency range of electromagnetic force waves and their frequencies change with the speed ...
Z. Xing   +4 more
semanticscholar   +1 more source

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