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

by Minrui Fei (Editor), Kang Li (Editor), Zhile Yang (Editor), Qun Niu (Editor), Xin Li (Editor)

Overview

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.

Product Details

ISBN-13:	9789813363779
Publisher:	Springer Nature Singapore
Publication date:	01/11/2021
Series:	Communications in Computer and Information Science , #1303
Edition description:	1st ed. 2020
Pages:	520
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

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 Rectifier 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.