Recent Featured Applications of Artificial Intelligence Methods. LSMS 2020 and ICSEE 2020 Workshops

1. Front Matter

   Pages i-xviii

   PDF

2. Smart Energy Systems and Devices

   1. Front Matter

      Pages 1-1

      PDF

   2. Operation and Dispatch of Distribution Network with Seawater Desalination Considering Source-Grid-Load Interaction Index

      • Peiyu Chen, Lu Jin, Jinlu Zhang, Ling Cheng, Jiancheng Yu

      Pages 3-17

   3. The Optimal Dispatching Strategy of Microgrid Group Based on Distributed Cooperative Architecture

      • Xue Li, Yunpeng Zhang, Dajun Du, Zhourong Zhang, Meng Xia

      Pages 18-35

   4. An Electric Power Emergency Repair System: Structure, Navigation, and Software Design

      • Jisheng Cui, Hong Gang, Peng Qiu, Boyu Liu

      Pages 36-46

   5. Research on Information Interaction Technology Between Multi-service Application Systems of Power Grid

      • Hao Chen, Yuan Li, Huang Tan, Ling Zhao, Qiuyun Mao, Jing Li et al.

      Pages 47-60

   6. Impact Analysis of False Data Injection Attack on Smart Grid State Estimation Under Random Packet Losses

      • Meng Xia, Dajun Du, Minrui Fei, Kang Li

      Pages 61-75

   7. Research on Home Energy Optimization Strategy Based on Micro-sized Combined Heat and Power

      • Qingchun Li, Ye Zhang, Shanglai Li, Jian Zhang, Pengyu Liu

      Pages 76-86

   8. Filter-Based Fault Diagnosis of Heat Exchangers

      • Jianhua Zhang, Hongrui Li, Penghao Fan, Guolian Hou, Mifeng Ren

      Pages 87-96

   9. Application of Logistic Regression in Identifying Power Empty Nested Users

      • Zhangchi Ying, Chengye Shu, Yue Xie, Shuo Jiang, Min Yu, Qiuyun Mao et al.

      Pages 97-107

   10. Study on the Modeling and Online SOC Estimation of the Aluminum Air Battery

       • Hui Cai, Shuya Cheng, Yuhua Wang, Shuxiong Zhang, Weiming Liu

       Pages 108-122

   11. Modeling of Main Steam Temperature Using an Improved Fuzzy Particle Swarm Optimization Algorithm

       • Hanyu Mi, Chen Peng, Chuanliang Cheng

       Pages 123-136

   12. Research on Testing Method of Low Voltage IGBT Module Parameter

       • Pengcheng Niu, Wengen Gao, Jie Xu

       Pages 137-156

   13. Robust Stability of Single Phase PWM Rectifier Based on \({H_\infty }\) Loop Shaping

       • Motaz Musa Ibrahim, Lei Ma, Haoran Liu, Na Qin

       Pages 157-168

   14. State Identification of Three-Trans Towers’ Bolts Based on Quadratic Wavelet Transform and KNN

       • Yanhong Luo, Xuefang Liu, Bowen Zhou, Dongsheng Yang, Qiubo Nie, Songsheng Wang

       Pages 169-183

   15. Torque Ripple Minimization of PMSM Drives with Multiple Reference Frame and DNN Based High-Fidelity Torque Model

       • Chengli Jia, Tianfu Sun, Gang Yu, Jianing Liang, Dingfang Lin

       Pages 184-198

3. Intelligent Manufacturing and System

   1. Front Matter

      Pages 199-199

      PDF

   2. Demand Forecasting of a Fused Magnesia Smelting Process Based on LSTM and FRA

      • Jingwen Zhang, Kang Li, Tianyou Chai

      Pages 201-215

   3. Bearing Fault Diagnosis Based on Variational Mode Decomposition and Modified CNN

      • Guolian Hou, Chen Yao, Linjuan Gong, Jianhua Zhang

      Pages 216-224

   4. Analysis of Suspension Characteristics of a New High-Temperature Superconducting Magnetic Levitation Bearing Based on Frozen-Image Model

      • Si-yu Wang, Nan Wu, Dongsheng Yang, Ye-sheng Zhu

      Pages 225-235

This book constitutes the thoroughly refereed proceedings of the themed workshops of the 6th International Conference on Life System Modeling and Simulation, LSMS 2020, and of the 6th International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2020, held in Hangzhou, China, in October 2020.

The 36 full and 2 short papers presented were carefully reviewed and selected from over 165 submissions. The papers of this volume are organized in topical sections on: smart energy systems and devices; intelligent manufacturing and systems; and intelligent biology and information systems.

• adaptive control systems
• artificial intelligence
• automation
• communication systems
• computer hardware
• computer networks
• computer systems
• computer vision
• correlation analysis
• fuzzy control
• fuzzy sets
• image processing
• machine learning
• process control
• signal processing
• software engineering
• telecommunication systems
• wireless telecommunication systems

• Shanghai University, Shanghai, China

  Minrui Fei, Qun Niu, Xin Li

• University of Leeds, Leeds, UK

  Kang Li

• Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

  Zhile Yang

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