Kooperativer Bibliotheksverbund

UID:

Umfang: XII, 513 p. 311 illus., 249 illus. in color. , online resource.

Ausgabe: 1st ed. 2024.

ISBN: 9783031614750

Serie: Information Systems Engineering and Management, 4

Inhalt: This book presents a comprehensive collection of research chapters focusing on innovative solutions to energy and sustainability challenges. It reflects the collaborative efforts of researchers worldwide, showcasing novel approaches to complex problems. Topics discussed range from securing cyber-physical systems to revolutionizing healthcare with AI and robotics, emphasizing sustainable research. The book emphasizes smart and sustainable energy solutions, highlighting advancements in solar panel efficiency, fault analysis, and fuzzy-controlled converters for grid-tied photovoltaic systems. Additionally, it explores AI's transformative potential in water solutions, agriculture, and renewable energy technologies across domains like smart cities, transportation, and healthcare. The insights shared aim to inspire further research, foster discussions, and drive real-world impact toward a resilient, inclusive, and sustainable future. · Discusses issues and offers sustainable solutions to meet the challenges faced by today's economy and industry. · Presents recent research in the sustainable transformation of engineering and technological systems. · Serves as a valuable resource for both academic researchers and industry practitioners interested in Artificial Intelligence (AI) and smart energy sectors.

Anmerkung: Chapter 1. Efficient Detection of Cyberbullying Social Media Platform -- Chapter 2. Securing Cyber-Physical Systems: A Strategic Review. Chapter 3. Advancing Solar Still Efficiency - Pioneering Sustainable Water Solutions -- Chapter 4. An in-Depth Investigation Into Automatic Dubbing leveraging ASR, Machine Translation and Deep Voice 3. Chapter 5. LEWRY Your Smart Home Security Robot -- Chapter 6. Ensemble based Attrition Prediction in Corporate Settings -- Chapter 7. Mitigating Agricultural Challenges: A Comprehensive Study on the Impact of Crop Diseases on Rice Production in India -- Chapter 8. Human Object Interaction: A Survey on Models and their Key Challenges and Potential Applications in Future Fields -- Chapter 9. Streamlining The Bone Fracture Detection using X- ray Imaging and Seamless PACS Data Exchange -- Chapter 10. A Review on Suitability of Vertical Federated Learning in Smart City Platforms -- Chapter 11. Land Cover Classification using Modified U-net : a Robust Approach for Satellite Image Analysis -- Chapter 12. Synergistic Evolution: Pioneering Frontiers of Artificial Intelligence and Robotics in Healthcare -- Chapter 13. Solar Panel Fault Analysis using Regression Models -- Chapter 14. Development of Fuzzy Controlled Five Level Modular Multilevel Converter for Grid Tied PV System -- Chapter 15. Multifaceted Chatbot: A Retrieval Augmented Generation Approach for Intelligent Website Query Handling -- Chapter 16. Intelligent Monitoring and Learning System for Electric Vehicle Charging Stations -- Chapter 17. A Global Three Wheeler Road Freight EV CARGO CART for Value Added Services -- Chapter 18. Android App-oriented Smart Supervision of Water Distribution using Internet of Things -- Chapter 19. Identification of Speech Stream and the Source Localization for Hearing Prosthesis-Driven Healthcare -- Chapter 20. Catalyzing Urban Logistics and Road Safety: Truck Recommendation System and Real-Time Accident Severity Prediction.-....etc.

In: Springer Nature eBook

Weitere Ausg.: Printed edition: ISBN 9783031614743

Weitere Ausg.: Printed edition: ISBN 9783031614767

Weitere Ausg.: Printed edition: ISBN 9783031614774

Sprache: Englisch

DOI: 10.1007/978-3-031-61475-0

URL: https://doi.org/10.1007/978-3-031-61475-0

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Umfang: 1 online resource (523 pages)

Ausgabe: 1st ed.

ISBN: 9783031614750

Serie: Information Systems Engineering and Management Series ; v.4

Anmerkung: Intro -- Preface -- Contents -- Efficient Detection of Cyberbullying in Social Media Platform -- 1 Introduction -- 2 Related Works -- 3 Proposed System -- 3.1 Data Preprocessing and Feature Extraction -- 3.2 Applying a Logistic Regression Approach for Model Development and Evaluation -- 3.3 Training and Evaluating a Model Based on Support Vector Machine (SVM) -- 4 Results and Discussion -- 5 Conclusion -- References -- Securing Cyber-Physical Systems: A Strategic Review -- 1 Introduction -- 1.1 Contribution of This Paper -- 2 Exploring Side Channel Attack Modes -- 2.1 Side Channel Attack Standard Evaluation Board -- 2.2 Algorithmic Exploration and Evaluation of Side-Channel Analysis -- 3 Safety Architecture Methods -- 4 Research Opportunities -- 5 Conclusion -- References -- Advancing Solar Still Efficiency - Pioneering Sustainable Water Solutions -- 1 Introduction -- 1.1 Motivation -- 2 Problem Description -- 3 Solutions -- 3.1 Improvement of Membrane Distillation Techniques -- 3.2 Silica Scale Inhibition -- 3.3 Economical Method to Implement MED System -- 4 Block Diagram of Solar-Still and Its Description -- 5 Feasible Solution -- 5.1 Membrane Distillation -- 5.2 MD Process with Nanomaterials -- 5.3 Silica Scale Inhibition Using Boric Acid -- 5.4 Use of Nuclear Reactors for MED Process -- 6 Proposed Block Diagram for Efficient Solar Cell -- 7 Conclusion -- References -- An In-Depth Investigation into Automatic Dubbing Leveraging ASR, Machine Translation and Deep Voice 3 -- 1 Introduction -- 2 Motivation -- 3 Analysis -- 3.1 Significance and Impact: -- 3.2 Technical Feasibility: -- 3.3 Data Diversity and Accuracy: -- 4 Literature Survey -- 5 Process Flow -- 5.1 Video Input -- 5.2 Audio Extraction -- 5.3 Automatic Speech Recognition -- 5.4 Translating to Regional Languages -- 5.5 Text-To-Speech Conversion -- 5.6 Audio Synchronization. , 6 Process Flow Diagram -- 7 Experimental Results and Finding -- 7.1 Comparison and Analysis of Models -- 8 Conclusion -- References -- LEWRY Your Smart Home Security Robot -- 1 Introduction -- 2 Aim -- 3 Scope -- 4 Existing System -- 5 Proposed Methodology and System -- 6 Hardware Parts -- 6.1 Arduino UNO -- 6.2 Ultrasonic Detector -- 6.3 Flame Detector -- 6.4 Smoke Detector -- 6.5 Motor Driver Module -- 6.6 Bluetooth Module -- 7 Software Requirement - Using Arduino IDE -- 8 Hardware Connections -- 8.1 Motor Driver Module on Arduino UNO -- 8.2 Circuit Description of First Tier -- 8.3 Description of the Components Deployed -- 8.4 Circuit Description of Second Tier -- 8.5 Description of the Components Deployed -- 9 Result -- 10 Conclusion -- 11 Futuristic Scale -- References -- Ensemble Based Attrition Prediction in Corporate Settings -- 1 Introduction -- 2 Literature Survey -- 3 Dataset Description -- 3.1 Balancing Dataset- Smote -- 3.2 Feature Extraction -- 3.3 Boosting Algorithm Models -- 3.4 Optimization Techniques -- 4 Results -- 4.1 Performance of Boosting Models Before Using Optimization Technique -- 4.2 Performance of Boosting Models After Using Optimization Technique -- 4.3 Performance of Recurrent Model Before Using Optimization Technique -- 4.4 Performance of Recurrent Model After Using Optimization Technique -- 5 Findings and Discussion -- 6 Conclusion and Future Work -- References -- Mitigating Agricultural Challenges: A Comprehensive Study on the Impact of Crop Diseases on Rice Production in India -- 1 Introduction -- 1.1 Types of Disease -- 2 Methodology -- 2.1 Convolution Neural Network -- 3 Results and Discussion -- 4 Conclusion -- References -- Human Object Interaction: A Survey on Models and Their Key Challenges and Potential Applications in Future Fields -- 1 Introduction -- 2 Background and Related Work. , 3 Methodology: Human Object Interaction Working and Its Fields -- 4 Review of Literature -- 5 Key Challenges in Human-Object Interaction Detection -- 5.1 Ambiguity in Interaction Interpretation -- 5.2 Sensor Placement and Accuracy -- 5.3 Dataset Availability and Diversity -- 5.4 Computational Complexity -- 5.5 Noise and Imperfections in Data -- 5.6 Generalization and Transfer Learning -- 6 Potential Applications of HOI Detection in Future Fields -- 6.1 Applications -- 7 Conclusion -- References -- Streamlining the Bone Fracture Detection Using X-Ray Imaging and Seamless PACS Data Exchange -- 1 Introduction -- 2 Related Works -- 3 Comparison of Related Works -- 4 Proposed Work -- 5 Mathematical Module -- 6 Conclusion -- 7 Delcarations -- 7.1 Ethics Approval and Consent to Participate -- 7.2 Consent for Publication -- 7.3 Availability of Data and Materials -- 7.4 Competing Interests -- 7.5 Funding -- 7.6 Authors' Contributions -- References -- A Review on Suitability of Vertical Federated Learning in Smart City Platforms -- 1 Introduction -- 2 Overview -- 2.1 Non-IID Data -- 2.2 Types of Suitable Machine Learning Techniques for SCP -- 2.3 VFL Model Building with Non-IID -- 3 Discussion and Analysis -- 4 Future Work -- 5 Conclusions -- References -- Land Cover Classification Using Modified U-net: A Robust Approach for Satellite Image Analysis -- 1 Introduction -- 2 Study Region and Satellite Data -- 2.1 Study Region -- 2.2 Satellite Data -- 3 Methodology -- 3.1 Image Pre-processing -- 3.2 U-net -- 3.3 Image Processing -- 3.4 Resources Utilized -- 4 Result and Discussion -- 4.1 Result -- 4.2 Discussion -- 5 Conclusion -- References -- Synergistic Evolution: Pioneering Frontiers of Artificial Intelligence and Robotics in Healthcare -- 1 Introduction -- 1.1 The Robotics of Healthcare -- 1.2 Use of Artificial Intelligence in the Realm of Healthcare. , 1.3 Research and Development in the Fields of Artificial Intelligence, Robotics, and Healthcare -- 1.4 Considerations Regarding the Obstacles and Implications of Regarding Ethics -- 2 Literature Review -- 3 Analysis and Results of Comparative Studies -- 3.1 Robotics for Rehabilitation and Assistive Technology -- 3.2 Robotics in the Field of Imaging and Diagnosis -- 3.3 Using AI in Healthcare -- 3.4 Utilizing Artificial Intelligence in Healthcare: Accuracy in Diagnostics and Predictive Analytic -- 3.5 The Role of Robotics in Healthcare: Enhanced Procedures and Greater Precision -- 3.6 An Examination of Comparative Synergy and Its Many Different Applications -- 3.7 Considerations of Ethical Implications and Obstacles -- 4 Conclusion -- References -- Solar Panel Fault Analysis Using Regression Models -- 1 Introduction -- 2 Literature -- 3 Proposed Method -- 3.1 Linear Regression -- 3.2 Non-linear Regression -- 4 Experimental Analysis -- References -- Development of Fuzzy Controlled Five Level Modular Multilevel Converter for Grid Tied PV System -- 1 Introduction -- 2 Proposed System -- 2.1 Modelling of the PV Cell -- 2.2 Modular Multilevel Converter (MMC) -- 2.3 Design of Fuzzy Controller -- 2.4 Design of Filter -- 3 Results and Discussions -- 4 Conclusion -- References -- Multifaceted Chatbot: A Retrieval Augmented Generation Approach for Intelligent Website Query Handling -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Data Collection -- 3.2 Text Processing and Embeddings -- 3.3 Chatbot Model Training -- 3.4 User Interaction and Response Generation -- 3.5 Recommendation System -- 3.6 Evaluation and Testing -- 4 Results -- 4.1 Assessing LLMs' Performance -- 4.2 Applications -- 5 Conclusion -- References -- Intelligent Monitoring and Learning System for Electric Vehicle Charging Stations -- 1 Introduction -- 2 Related Work. , 3 Proposed System Architecture -- 3.1 Data Acquisition -- 3.2 Learning Phrase -- 3.3 Monitoring Phrase -- 4 Proteus Simulation Model and Working -- 4.1 Initiating Charging Process -- 4.2 Learning in Charging Process -- 4.3 Monitoring Charging Process -- 4.4 Anomaly or Abnormal Detection in Charging Process -- 5 Result and Discussion -- 5.1 GSM Modem Output -- 5.2 Normal vs. Abnormal Conditions -- 6 Conclusion and Future Work -- References -- A Global Three Wheeler Road Freight EV Cargo Cart for Value Added Services -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Mechanical System -- 3.2 Electrical System -- 4 System Calculations -- 5 Implementation -- 6 Results and Discussions -- 7 Conclusion and Future Scope -- References -- Android App-Oriented Smart Supervision of Water Distribution Using Internet of Things -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 3.1 Android Interface for the Lineman -- 3.2 Central Water Distribution Centre -- 4 Implementation -- 4.1 Phase 1: Login and Street Selection -- 4.2 Phase 2: Updating the Details in Google Firebase -- 4.3 Phase 3: Retrieving the Data and Processing -- 4.4 Phase 4: Leakage Detection and Processing -- 5 Results -- 5.1 SCENARIO 1: When There is no Evidence of a Water Leak -- 5.2 SCENARIO 2: Observing Water Leakage -- 5.3 Numerical Outcomes -- 6 Conclusion -- References -- Identification of Speech Stream and the Source Localization for Hearing Prosthesis-Driven Healthcare -- 1 Introduction -- 2 Data Collection and Experiment -- 3 Methodology -- 4 Training and Evaluation -- 5 Results -- 6 Future Outlook and Conclusion -- References -- Catalyzing Urban Logistics and Road Safety: Truck Recommendation System and Real-Time Accident Severity Prediction -- 1 Introduction -- 2 Objective -- 3 Literature Survey -- 4 Existing System -- 4.1 Drawbacks of Existing System. , 5 Proposed Solution.

Weitere Ausg.: Print version: Manoharan, S. Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy Cham : Springer International Publishing AG,c2024 ISBN 9783031614743

Sprache: Englisch