Description

Book Synopsis

Part volume-I.
Internet of Things Model Construction and Strategy Analysis.

.- A Structural Design Optimization Framework Based on the Integration of SolidWorks, Patran, Nastran and Isight.
.- Innovating Fire Monitoring System of High-rise Building around Internet of Things Technology.
.- An Authentication Method Based on Improved Butterfly Optimization Algorithm and XGBoost.
.- Strategies for Improved Data Transmission in LoRa IoT Systems: Evaluating Adaptive Data Rate and Shannon-Based Approaches.
.- Robustness Analysis and Improvement of Networked Control Systems Based on Time-delay Compensation.
.- Classification of Early Stages of Retinopathy of Prematurity Based on Convolutional Neural Networks of Weighted Ensemble Strategy.
.- Research on the Data Storage Model for a Blockchain-Based Agricultural Product Traceability System.
.- A Method for On-site Unmarked Identification of Product Assembly States.
.- A Research on Perception Control and Simulation Modeling of an Industrial Internet Platform.
.- A Memristive Neural Network for Learning and Generalization based on Albert Associative Memory.
.- TIM-GCN Speech Emotion Recognition Network Based on Generative Adversarial Network.
.- Machine Learning Based Network Attack Warning and Predictive Precision Protection.
.- A Bayesian Update-Based Strategy for Fusing Extended Traversability Maps.
.- Acoustic Parameter Model of Consonants in Dunhuang Dialect.
.- Innovative Heuristic-based Periodic Iterative RRT* Trajectory Planning Algorithm.
.- Design and Construction of the Typical Application System of the Agricultural Internet of Things.
.- Risk Assessment System for Digital Workshop.
.- Research on Multi-AGV Hierarchical Intelligent Scheduling Method Based on Bidirectional A*.
.- Controllable Emotional Speech Synthesis Based on the Ranking of Relative Emotional Attributes.
.- Design of an Event Tracing Mechanism Based on a Domestic Hypervisor.

Intelligent Sensing and Fault Detection Technology.

.- Smart Meter Data Management and Visualization for Intelligent Energy Development.
.- An Improved Zernike Moment Subpixel Edge Detection Algorithm Based on Adaptive Threshold.
.- Railway Foreign Body Intrusion Algorithm Based on Improved YOLOv7-Tiny MS YOLOv7-Tiny.
.- Self-supervised Graph Autoencoder with Node Feature Convolution for Community Detection.
.- YOLO-GNN: An improved GNN based YOLOv4 Algorithm for Street Pedestrian Detection.
.- Application of the RT-LSTM Model with Multi-dimensional Feature Extraction in PM2.5 Concentration Prediction.
.- Research on Identification of Apple Leaf Diseases Based on an Improved YOLOv5s Model.

Part volume-II
Intelligent Sensing and Fault Detection Technology.

.- Enhancing Fault Detection in Electric Vehicle Lithium Batteries Using Unlabeled Data.
.- Bearing Faults Diagnosis Based on EEMD and Probability Density Analysis.
.- Deep Learning-based Hand Keypoints Detection for Industrial Manipulation Gestures.
.- Development of Static Calibration Device for Eddy Current Sensors.
.- Prediction of Landing Spare Parts Consumption Based on Multiple Linear Regression.
.- Navigation Fuel Consumption Prediction Based on Improved LSTM Network.
.- Research on a Radar Image Alignment Method.
.- One-shot Talking Head Generation with Audio-aware Identity Compensation.
.- Lightweight End-to-End Enabled Joint Source-Channel Coding for Wireless AUV Image Transmission.
.- Method for Predicting Impact Point of Trajectory Correction Projectile Based on IDBO-XGBoost.
.- Research on Insulator Fault Detection Based on Improved YOLOv5.
.- Design of Attitude Calculation Algorithm Based on Kalman and Mahony Complementary Filtering.

Robot Modeling and Automation Control

.- Research and Design of Terminal Logistics and Distribution Robots.
.- Research and Implementation of Anti-pinch Function for Car Windows Based on Microcontroller.
.- Design of Non-standard Injection Mold with Hot Runner for Outdoor Measuring Cup of Electric Vehicle.
.- Multi-objective Electric Vehicle Route Optimization for Low-carbon Cold Chain Logistics Under Time-dependent Networks.
.- Swin-MPGM: A Swin-Transformer Based Method for Content Separation in Challenging Environments.
.- Flow Field Analysis and Structure Optimization of Silica Sol Shell Drying Chamber.
.- Design of Personalized and Lightweight Rehabilitation Fixators Based on nTopology.
.- Study on the Profiling of the Header and the Method for Measuring Cotton Stalk Height.
.- Pump Equipment Fault Diagnosis Based on an Improved DenseNet Model.
.- Research on the Residual Controllable Robot Grinding Technology of 500KV High-voltage Cable Insulation Layer.
.- A Peg-in-hole Assembly Method Based on Hybrid Visual Information.
.- Robotic Grasping Object Recognition Method Based on 3D Point Cloud in Multi-Object Stacking Scenes.
.- Time-optimal Trajectory Planning of a Robotic Arm Based on an Improved Adaptive Inertia Weight Particle Swarm Algorithm.
.- An Automatic Generation Method for Business Process Specification Based on Large Language Models.
.- Design of a Smart Wearable Power Supply Scheme for abrasive Water Jet Equipment in Troubleshooting Condition. 
.- Design of An Automatic Take Tooth Threading Robotic Arm Based on Solidworks.

Internet of Things Artificial Intelligence and Mechanical Automation

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    A Paperback by Haiquan Zhao

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      View other formats and editions of Internet of Things Artificial Intelligence and Mechanical Automation by Haiquan Zhao

      Publisher: Springer
      Publication Date: 12/10/2025
      ISBN13: 9783032002204, 978-3032002204
      ISBN10:
      Also in:
      Network hardware

      Description

      Book Synopsis

      Part volume-I.
      Internet of Things Model Construction and Strategy Analysis.

      .- A Structural Design Optimization Framework Based on the Integration of SolidWorks, Patran, Nastran and Isight.
      .- Innovating Fire Monitoring System of High-rise Building around Internet of Things Technology.
      .- An Authentication Method Based on Improved Butterfly Optimization Algorithm and XGBoost.
      .- Strategies for Improved Data Transmission in LoRa IoT Systems: Evaluating Adaptive Data Rate and Shannon-Based Approaches.
      .- Robustness Analysis and Improvement of Networked Control Systems Based on Time-delay Compensation.
      .- Classification of Early Stages of Retinopathy of Prematurity Based on Convolutional Neural Networks of Weighted Ensemble Strategy.
      .- Research on the Data Storage Model for a Blockchain-Based Agricultural Product Traceability System.
      .- A Method for On-site Unmarked Identification of Product Assembly States.
      .- A Research on Perception Control and Simulation Modeling of an Industrial Internet Platform.
      .- A Memristive Neural Network for Learning and Generalization based on Albert Associative Memory.
      .- TIM-GCN Speech Emotion Recognition Network Based on Generative Adversarial Network.
      .- Machine Learning Based Network Attack Warning and Predictive Precision Protection.
      .- A Bayesian Update-Based Strategy for Fusing Extended Traversability Maps.
      .- Acoustic Parameter Model of Consonants in Dunhuang Dialect.
      .- Innovative Heuristic-based Periodic Iterative RRT* Trajectory Planning Algorithm.
      .- Design and Construction of the Typical Application System of the Agricultural Internet of Things.
      .- Risk Assessment System for Digital Workshop.
      .- Research on Multi-AGV Hierarchical Intelligent Scheduling Method Based on Bidirectional A*.
      .- Controllable Emotional Speech Synthesis Based on the Ranking of Relative Emotional Attributes.
      .- Design of an Event Tracing Mechanism Based on a Domestic Hypervisor.

      Intelligent Sensing and Fault Detection Technology.

      .- Smart Meter Data Management and Visualization for Intelligent Energy Development.
      .- An Improved Zernike Moment Subpixel Edge Detection Algorithm Based on Adaptive Threshold.
      .- Railway Foreign Body Intrusion Algorithm Based on Improved YOLOv7-Tiny MS YOLOv7-Tiny.
      .- Self-supervised Graph Autoencoder with Node Feature Convolution for Community Detection.
      .- YOLO-GNN: An improved GNN based YOLOv4 Algorithm for Street Pedestrian Detection.
      .- Application of the RT-LSTM Model with Multi-dimensional Feature Extraction in PM2.5 Concentration Prediction.
      .- Research on Identification of Apple Leaf Diseases Based on an Improved YOLOv5s Model.

      Part volume-II
      Intelligent Sensing and Fault Detection Technology.

      .- Enhancing Fault Detection in Electric Vehicle Lithium Batteries Using Unlabeled Data.
      .- Bearing Faults Diagnosis Based on EEMD and Probability Density Analysis.
      .- Deep Learning-based Hand Keypoints Detection for Industrial Manipulation Gestures.
      .- Development of Static Calibration Device for Eddy Current Sensors.
      .- Prediction of Landing Spare Parts Consumption Based on Multiple Linear Regression.
      .- Navigation Fuel Consumption Prediction Based on Improved LSTM Network.
      .- Research on a Radar Image Alignment Method.
      .- One-shot Talking Head Generation with Audio-aware Identity Compensation.
      .- Lightweight End-to-End Enabled Joint Source-Channel Coding for Wireless AUV Image Transmission.
      .- Method for Predicting Impact Point of Trajectory Correction Projectile Based on IDBO-XGBoost.
      .- Research on Insulator Fault Detection Based on Improved YOLOv5.
      .- Design of Attitude Calculation Algorithm Based on Kalman and Mahony Complementary Filtering.

      Robot Modeling and Automation Control

      .- Research and Design of Terminal Logistics and Distribution Robots.
      .- Research and Implementation of Anti-pinch Function for Car Windows Based on Microcontroller.
      .- Design of Non-standard Injection Mold with Hot Runner for Outdoor Measuring Cup of Electric Vehicle.
      .- Multi-objective Electric Vehicle Route Optimization for Low-carbon Cold Chain Logistics Under Time-dependent Networks.
      .- Swin-MPGM: A Swin-Transformer Based Method for Content Separation in Challenging Environments.
      .- Flow Field Analysis and Structure Optimization of Silica Sol Shell Drying Chamber.
      .- Design of Personalized and Lightweight Rehabilitation Fixators Based on nTopology.
      .- Study on the Profiling of the Header and the Method for Measuring Cotton Stalk Height.
      .- Pump Equipment Fault Diagnosis Based on an Improved DenseNet Model.
      .- Research on the Residual Controllable Robot Grinding Technology of 500KV High-voltage Cable Insulation Layer.
      .- A Peg-in-hole Assembly Method Based on Hybrid Visual Information.
      .- Robotic Grasping Object Recognition Method Based on 3D Point Cloud in Multi-Object Stacking Scenes.
      .- Time-optimal Trajectory Planning of a Robotic Arm Based on an Improved Adaptive Inertia Weight Particle Swarm Algorithm.
      .- An Automatic Generation Method for Business Process Specification Based on Large Language Models.
      .- Design of a Smart Wearable Power Supply Scheme for abrasive Water Jet Equipment in Troubleshooting Condition. 
      .- Design of An Automatic Take Tooth Threading Robotic Arm Based on Solidworks.

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