Control and Information Sciences : Select Proceedings of CISCON 2022 / edited by V. I. George, K. V. Santhosh, Samavedham Lakshminarayanan.

Format:

Book

Author/Creator:

George, V. I., author.

Santhosh, K. V., author.

Lakshminarayanan, Samavedham, author.

Series:

Lecture Notes in Electrical Engineering, 1876-1119 ; 1140

Language:

English

Subjects (All):

Automatic control.

Robotics.

Automation.

Electronics.

Signal processing.

Power electronics.

Control, Robotics, Automation.

Electronics and Microelectronics, Instrumentation.

Digital and Analog Signal Processing.

Power Electronics.

Local Subjects:

Control, Robotics, Automation.

Electronics and Microelectronics, Instrumentation.

Digital and Analog Signal Processing.

Power Electronics.

Physical Description:

1 online resource (458 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book presents the select peer-reviewed proceedings of the Control Instrumentation and System Conference (CISCON 2022) held at Manipal Institute of Technology, MAHE, Manipal. It examines a wide spectrum covering the latest trends in the fields of instrumentation, sensors and systems, and industrial automation and control. The topics covered include image and signal processing, robotics, renewable energy, power systems, and power drives, performance attributes of MEMS, multi-sensor data fusion, machine learning, optimization techniques, process control, safety monitoring, safety-critical control, supervisory control, system modeling and virtual instrumentation. The book is a valuable reference for researchers and professionals interested in sensors, adaptive control, automation and control, and allied fields.

Contents:

Intro

Preface

About the Conference

Contents

About the Editors

Car Accident Prevention and Rescue System

1 Introduction

2 Literature Review

3 Methodology

4 Proposed Work Components

5 Implemented Results

5.1 Alcohol Sensor

5.2 Eye Blink Sensor

5.3 MEMS Sensor

5.4 Proximity Sensor

5.5 Heartbeat Sensor

5.6 GPS Module

5.7 Servo Motor

6 Results

7 Conclusion

References

Control Parameter Optimization and Its Reverberations for Real-Time Rotary Inverted Pendulum

2 Mathematics of Rotary Inverted Pendulum

2.1 System Dynamic Equations

2.2 Modelling Equations

3 Review of Optimal Control

4 Linear Quadratic Regulator (LQR)

5 Optimization Algorithm for Controller

6 Hardware in Loop Implementation

7 Results and Discussions

8 Conclusion and Future Scopes

High-Gain Multiplier Cuk Converter for Photovoltaic Applications

1.1 Transformers or Coupled Inductor-Based Converters

1.2 Non-coupled Inductor-Based Converters

2 Modelling of Cuk Converter

3 High-Gain Multiplier Cuk Converter

3.1 Proposed Multiplier Cuk Converter

3.2 Analysis of Multiplier Cuk Converter

3.3 Design of Proposed Converter

4 Simulation of Multiplier Cuk Converter

5 Hardware Implementation of Multiplier Cuk Converter

5.1 Hardware Results

6 Conclusion

Diagnosis of Chronic Kidney Diseases Using Machine Learning

2 Related Works

3 Proposed Method

4 Preliminaries

5 Feature Selection

6 Results and Discussions

7 Conclusions

8 Future Scope

Steganalysis on Stego Attack Made on WebP Using LSB Steganography

2 Related Work

3 Design Methodology

4 Basic Terminology

5 Image File Formats

6 Implementation Strategies.

7 Embedding a Secret Message

8 Extracting the Embedded Message

9 Results and Analysis

10 Evaluation Metrics

11 Comparative Analysis

12 Conclusion

AI Application in Achieving Sustainable Development Goal Targeting Good Health and Well-Being: A New Holistic Paradigm

2 Methodology

3 Literature Review

3.1 Types of AI with Relevance to Health Care

3.2 AI Application in Effective Management of Chronic Degenerative Diseases Based on Precision Nutrition

3.3 AI in Mental Well-Being

3.4 AI in Diagnosis and Prediction of Mental Illness

3.5 AI-Assisted Therapy for Mental Illness

4 List of Studies Using AI in Health Care

4.1 Limitations and Ethical Considerations of Using AI in Health Care

5 Future Scope

Hardware Realization of Heart Rate Analyzer Using Arduino and LabVIEW

3 Proposed Methodology

3.1 PPG Data Collection

3.2 Heartbeat Rate Analysis

4 Virtual Instrument Tool Implementation

4.1 PPG Derivative Calculation

5 Results and Discussion

5.1 Analysis of Noise on PPG Signal

5.2 HRV Analysis

5.3 Derivatives of the PPG Signal

A Practical IoT-Based PM2.5 Air Contaminant Tracking Mechanism with Suitable Machine Learning Support

2 Proposed IoT-Based PM 2.5 Tracking Mechanism

2.1 Data Pre-processing and Analysis Scheme

3 Experimental Analysis Results

4 Conclusion

AI-Based Vehicle Detection and Its Emission Impact on AQI

3.1 YOLOv3

3.2 Vehicle Detection

3.3 Vehicle Counter

3.4 Automatic Number Plate Recognition (ALPR)

3.5 AQI and Vehicular Emission

3.6 Django-Based Front End

4 Results and Discussion

4.1 Experimental Setup

4.2 Vehicle Detection Results.

4.3 ALPR Results

4.4 Air Quality Index Results

4.5 Django-Based Front-End Results

5 Conclusion

Design and Simulation of Solar Power-Based Charging Station Using Irradiance Data Prediction with Deep Learning-Based Model

2 Related Literature

3 Proposed Methodology for ML Selection

3.1 Dataset Collection and Preprocessing

3.2 Deep Learning and LSTM

3.3 Statistical Analysis

4 Proposed Methodology for Locating Solar Charging Station

4.1 Solar Charging Station Model

4.2 Analysis and Model Specification

5.1 Deep Learning Model

5.2 Solar Charging Station Section

Human Activity Classification Using Supervised Machine Learning Algorithms

3.1 Description of the Dataset

3.2 Data Pre-processing

3.3 Exploratory Data Analysis

3.4 Feature Engineering

3.5 Machine Learning Algorithms

Performance of Classifier for Gesture Recognition Using Machine Learning Techniques

2.1 Machine Learning Models

2.2 Performance Evaluation Parameters

3 Results and Discussion

Detecting DoS Outbreaks in Cloud Environment Using Machine Learning Algorithms in Hadoop Cluster

3 The Proposed Methodology

3.1 Dataset

3.2 Dataset Pre-processing

3.3 Feature Selection

4 Hadoop Cluster

5 Performance Measure

6 Results and Discussion

Time-Based Survival Analysis for Breast Cancer

2 Review of Literature

3 The Dataset

4 Proposed Methodology

4.1 Time-Based Survival Analysis

4.2 Kaplan-Meier Estimate

4.3 Cox Model

4.4 CoxBoost.

5 Conclusion

6 Future Scope

Extended Kalman Filter-Based Control of DC-DC Buck Converter

2 Buck Converter

3 Extended Kalman Filter (EKF) Algorithm

4 EKF-Based Control Algorithm

On Various Model Predictive Control Strategies for PMSMs Drives

2 Classification of Various MPC Algorithms and Solutions for PMSM Drives

2.1 Classification Based on Cost Function

2.2 Classification Based on with or Without PWM

2.3 Classification Based on Constant and Variable Frequency MPC

2.4 Model Free Predictive Current Control

2.5 Variable Time Scale Optimize Model Predictive Control

3 Simulations and Results for HOSMC Along with MPC for PMSM

EVs Integrated with Smart Grid-Technologies and Challenges

2 Integration of EV to Smart Grid

2.1 EVs as Ancillary Services

2.2 Technical Challenges Associated with of EVs Integration with the Grid

2.3 AI Techniques Used for Energy Management

2.4 Charging Station Infrastructure Using Different Communication Technologies

3 Challenges and Issues

4 Benefits Found in Various Methods

5 Results and Analysis

Face Mask Detection and Alert System Using Artificial Intelligence for Covid-19 Prevention

Network Lifetime Comparative Analysis in Wireless Sensor Networks

3 Proposed Method for Comparative Analysis

3.1 M-LEACH Algorithm Procedure

4 Results and Discussions

Design and Planning of a Standalone Solar Charging Station at Workplace

3 Survey at the Workplace

3.1 Survey Response.

3.2 Site Planning for Charging Electric Vehicles

4 EV Charging Station at Workplace

4.1 Details of Solar Panels Required for 4 Wheelers

4.2 Details of Solar Panels Required for 2 Wheelers

5 Block Diagram

5.1 Details of Components

Smart Voting Assistance System

3.1 Training Phase

3.2 Testing Phase

5 Conclusions

Position Control of a Double Acting Hydraulic Cylinder Using Piezo-Hydraulic Drive System

2 Design of Piezo-Hydraulic Drive Circuit

3 Development of Piezo-Hydraulic Drive Circuit for Position Control of a Double Acting Hydraulic Cylinder

4 FluidSIM Modelling and Simulation of Piezo-Hydraulic Drive System

5.1 Closed Loop Tracking Control of Double Acting Hydraulic Cylinder

5.2 Comparison of Simulation and Experimental Results

Application of Runge Kutta Method for Performing the Time Domain Simulation on Single Machine Infinite Bus System with Automatic Voltage Regulator

2 SMIB Dynamic and Algebraic Equations and Solution Methodology

2.1 Assumptions

2.2 SMIB Dynamic and Algebraic Equations Equipped with AVR

2.3 Runge Kutta Fourth Order Method

4 Conclusions

An Innovative SALO-IDT-Based Intrusion Detection Model for Increasing the Security of IoT Networks

Design and Automated Control of Pasteurization Process in Dairy Industry Using S7-300 PLC and HMI

2 Materials and Methods

2.1 Process Description

2.2 Simatic Hardware Configuration

2.3 Mathematical Modeling.

3 Results and Discussion.

ISBN:

981-9995-54-X