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1687 / 2020-09-29 17:52:02
An Intelligent Digital Secretary for Design of Electric Power Engineering
electric power engineering design,intelligent aided design,digital secretary,feature learning,Auto-encoder
Others > Other topics in Electrical Engineering
Final Paper
Yiqi Lu / Huazhong University of Science & Technology
Jinghai Xie / State Grid Jibei Economic Research Institute；Beijing Jingyan electric power engineering design co., LTD
Shihua Lu / State Grid Jibei Economic Research Institute；Beijing Jingyan electric power engineering design co., LTD
Chuye Hu / Huazhong University of Science and Technology
Ying Xu / State Grid Jibei Economic Research Institute；Beijing Jingyan electric power engineering design co., LTD
Shaorong Wang / Huazhong University of Science and Technology
In order to improve the digital level of design of electric power engineering and ensure the accuracy and reliability, this paper proposes an intelligent digital secretary. It clarifies the construction ideas and applications of this secretary from three aspects: the architecture, functions and intelligent business services. In intelligent business services, this paper proposes for the first time the application of feature learning based on Auto-encoder for electric power engineering design. Then, the feature parameters learned by Auto-encoder are trained through BP neural network to get the values that meet design standards. Furthermore, this paper constructs the loss function based on the optimal bias to get the results more in line with actual design requirements. Automated design algorithm based on the error model is also provided in this paper. The proposed intelligent digital secretary provides a feasible idea for realizing the leap from current manual design mode to digital design mode.





 
Important Date

  • Conference Date

    Nov 02

    2020

    to

    Nov 04

    2020

  • Oct 27 2020

    Draft paper submission deadline

  • Nov 03 2020

    Contribution Submission Deadline

  • Nov 04 2020

    Registration deadline

  • Nov 17 2020

    Final Paper Deadline

Sponsored By
IEEE IAS Student Chapter of Huazhong University of Science and Technology (HUST)
Organized By
Huazhong University of Science and Technology
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