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E-raamat: Recent Featured Applications of Artificial Intelligence Methods. LSMS 2020 and ICSEE 2020 Workshops: Workshops of the 6th International Conference on Life System Modeling and Simulation, LSMS 2020, and 6th International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2020, Shanghai, China, October 25, 2020, Pro

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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.

Smart Energy Systems and Devices.- Operation and dispatch of
distribution network with seawater desalination considering source-grid-load
interaction index.- The Optimal Dispatching Strategy of Microgrid Group Based
on Distributed Cooperative Architecture.- An Electric Power Emergency Repair
System: Structure, Navigation, and Software Design.- Research on information
interaction technology between multi-service application systems of power
grid.- Impact Analysis of False Data Injection Attack on Smart Grid State
Estimation under Random Packet Losses.- Research on home energy optimization
strategy based on micro-sized combined heat and power.- Filter-Based Fault
Diagnosis of Heat Exchangers.- Application of Logistic Regression in
Identifying Power Empty Nested Users.- Study on the Modeling and Online SOC
Estimation of the Aluminum Air Battery.- Modeling of Main Steam Temperature
Using an Improved Fuzzy Particle Swarm Optimization Algorithm.- Research on
Testing Method of Low Voltage IGBT Module Parameter.- Robust Stability of
Single Phase PWM Rectier Based on H Loop Shaping.- State Identification of
Three-Trans Towers Bolts Based on Quadratic Wavelet Transform and KNN.-
Torque Ripple Minimization of PMSM Drives With Multiple Reference Frame and
DNN Based High-Fidelity Torque Model.- Intelligent Manufacturing and System.-
Demand forecasting of a fused magnesia smelting process based on LSTM and
FRA.- Bearing Fault Diagnosis Based on Variational Mode Decomposition and
Modified CNN.- Analysis of Suspension Characteristics of a New
High-Temperature Superconducting Magnetic Levitation Bearing Based on
Frozen-image Model.- 3D Curve Planning Algorithm of Aircraft under Multiple
Constraints.- A Real-time Dynamic Watermarking Detection Method of Networked
Inverted Pendulum Servo Systems.- A Fast Hybrid Image Encryption Method for
Networked Inverted Pendulum Visual Servo Control Systems.- A review on
intelligent modelling of complex and large scale systems for unmanned
underwater vehicles with uncertain disturbances.- Research on Connectivity
Restoration of Multiple Failures in UAV Cooperative Reconnaissance System.-
Improved Bundle Adjustment Based on ADMM.- Design and Implementation of High
Performance Elliptic Curve Coprocessor based on Dual Finite Field.- Research
on UAV Signal Recognition Technology Based on GRU Neural Network Model.-
Comprehensive analysis for the effect of thermal barrier coating porosity on
ultrasonic longitudinal wave velocity.- An Overview of Control Strategy and
Trajectory Planning of Visual Servoing.- Intelligent Biology and Information
System.- A Higher Order Prediction Model of Populus Simonii's Net
Photosynthetic Rate Based on Improved Gradient Boosting Method.- Improving
Metagenome Sequence Clustering Application Performance using Louvain
Algorithm.- A Combined Method for Face and Helmet Detection in Intelligent
Construction Site Application.- A Novel Approach of Human Tracking and
Counting Using Overhead ToF Camera.- A Novel Text Personalized Analysis Model
Based on BP Neural Network.- Dynamic Pedestrian Height Detection Based on TOF
Camera.- Quantitative Regression Modeling of Cocoa Bean Con-tent Based on
Gated Dilated Convolution Network.- A novel Hybrid Forecasting Model based on
Time Series.- Research on Adaptive Adjustment Algorithm of Isolated Word
State Number Based on ANN-HMM Mixed Model.- An SEIR Model for Assessment of
COVID-19 Pandemic Situation.- A Regression model for short-Term COVID-19
pandemic assessment.