Artificial Intelligence in Instrumentation, Control and Automation

B. Jaganatha Pandian, N. Amutha Prabha, Abhishek Gudipalli, V. Indragandhi

• Publisher: Wiley-Scrivener
• Year: 2026
• Print ISBN:
  9781394336135
• Edition: 1
• eBook ISBN:
  9781394336142
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

Revolutionize your industrial practice with this essential book, which provides a comprehensive overview of how artificial intelligence can be integrated into instrumentation and control systems to achieve unprecedented precision, efficiency, and autonomous optimization.

Artificial Intelligence is increasingly becoming a game-changer in the fields of instrumentation, control, and automation, offering unprecedented capabilities to optimize processes, enhance efficiency, and drive innovation. AI algorithms and techniques could be integrated into traditional control systems to create smart and adaptive solutions capable of learning from data and making autonomous decisions for dynamic real-world environments. From predictive maintenance in manufacturing plants to navigation of autonomous vehicles in complex roadways, AI empowers instrumentation and control systems to operate with heightened precision and agility, revolutionizing industries across the board. This book will present the power of AI to optimize processes, enhance efficiency, and achieve unparalleled precision in instrumentation, control, and automation applications. It provides a comprehensive overview of these emerging technologies and their role in optimizing the instrumentation, control, and automation, covering topics such as neural networks and deep learning in control systems, data-driven modeling and prediction in automation, and optimization and decision-making in instrumentation using AI.

Table of contents

• Cover
• Table of Contents
• Series Page
• Title Page
• Copyright Page
• Preface
• 1 One-Shot Learning for Inertial Measurement Unit-Based Phone Gesture Recognition
• 2 Optimizing Hydrogen Consumption from Fuel Cell in DC Microgrid Energy Management Using Efficient State Machine-Fractional Order PID Control
• 3 Forecasting of Electromagnetic Relay Epoch Using Artificial Intelligence
• 4 Cancer Prediction Using Machine Learning
• 5 Parkinson’s Disease Prediction Using Convolutional Neural Network (CNN)
• 6 Crop Yield Prediction Using Machine Learning and Deep Learning Techniques
• 7 A Deep Learning Approach for Signature Recognition
• 8 Modeling Efficient Deep Learning Network on Imbalanced Data for Pest Prediction
• 9 PPG as a Biometric: A Study on the Effectiveness of Statistical Input-Based ML Algorithms in Disadvantageous Scenarios
• 10 Classification of Physical Fitness Using Neural Networks
• 11 Performance Evaluation of Convolution Neural Network Architectures for Deepfake Detection
• 12 Structural Defect Detection in Walls Using Convolutional Neural Networks
• 13 Non-Invasive Temperature Monitoring for Testicular Health
• 14 Driver Sleep Detection and Emergency Word Spotting Using Similarity Map and Bi-LSTM
• 15 A System Theoretic Stochastic Adaptive Model of Neuron with Probability of Firing
• 16 An Overview of Capacitor-Diode Voltage Multiplier-Based High Voltage Pulse Generators
• 17 Optimal Tuning of PI Parameters for Speed Control of BLDC Motor
• 18 Tracking Control of a Robotic Arm Using Model-Based Neural Control Approach
• 19 Design of Static Output Feedback Controller for Positive Systems: An LMI Approach
• 20 Model Free Robust Controller Design for Half Quad Rotor Aero System: An Experimental Study
• 21 The Design and Control of Grid-Connected PWM Rectifiers Using a Soft Switching Control Strategy
• 22 Software Defect Prediction by Exploiting Semantic and Syntax Information
• 23 Evolutionary Interfaces: Unleashing Creativity in UI Design with Generative AI
• 24 Hybrid PV and Supercapacitor-Powered UAVs for Optimized SWIPT in IoT Networks Using DDPG and Game Theory Model
• 25 Design of a Smart Restaurant Ordering System Utilizing Human Activity Recognition and Machine Learning in a Digital Infrastructure
• 26 IoT-Based Smart Electricity Energy Meter
• 27 IoT-Enabled Framework for OpenViBE-Based Online BCI with an OSC-Driven Somatosensory Stimulator and Unity Animation Control
• 28 Design of Low-Cost Durable System Using IoT Technology for Signal Violated Vehicle Detection
• 29 IoT in an E-Bike with Theft Detection and Accident Alert
• 30 IoT-Based Soil Fertilizer Dispensing System for Smart Agriculture
• 31 Deep Reinforcement Learning for Autonomous Vehicle and Surface Vessel Navigation Using Unreal Engine
• 32 Design of a Smart Bin System for Efficient Waste Management
• 33 Enhancing Energy Efficiency in Cooling Systems: Benchmarking Machine Learning Algorithms for Cooler Energy Consumption Prediction
• 34 Enhanced Fault Detection for Solar Panels with YOLOv7 on RGB Images Using Augmentation Strategies and an Early Stopper
• 35 Automated Plaque Identification in Arterial Walls Using MATLAB
• 36 Hybrid PSO-SA Algorithm for Efficient 3D Path Planning of UAVs
• 37 Voice-Activated Alert System for the Hearing-Impaired
• 38 Energy Efficient Cluster Using Floyd Warshall Shortest Path with Artificial Bee Colony Optimization for Data Transmission in MANET
• 39 ADAS for Improving Road Safety: YOLOv10-Based Detection of Cows, Potholes, and Traffic Signboards
• 40 Design, Development, Implementation and Optimization of a Low-Cost CNC Pen Plotter Using GRBL
• About the Editors
• Index
• Also of Interest
• End User License Agreement