1. Introduction 1.1 Background of the Study 1.2 Research Objectives 1.3 Significance of the Study 1.4 Scope and Limitations 2. Literature Review 2.1 Supply Chain Digitalization Concepts 2.2 Energy Efficiency in Manufacturing 2.3 Integration of Digitalization and Energy Efficiency 2.4 Previous Studies and Findings 3. Research Methodology 3.1 Research Design 3.2 Data Collection Methods 3.3 Sample Selection 3.4 Data Analysis Procedures 3.5 Ethical Considerations 4. Digitalization Technologies in Supply Chains 4.1 Internet of Things (IoT) 4.2 Artificial Intelligence (AI) 4.3 Blockchain Technology 4.4 Big Data Analytics 5. Impact on Energy Efficiency 5.1 Reduction in Energy Consumption 5.2 Improved Production Scheduling 5.3 Real-time Monitoring Systems 5.4 Case Studies in Manufacturing 6. Challenges in Implementation 6.1 Technological Barriers 6.2 Cost Implications 6.3 Resistance to Change 6.4 Regulatory and Compliance Issues 7. Opportunities for Future Development 7.1 Emerging Technologies 7.2 Policy and Regulation Support 7.3 Strategies for Adoption and Scaling 7.4 Collaboration and Partnerships 8. Conclusion and Recommendations 8.1 Summary of Findings 8.2 Recommendations for Industry 8.3 Implications for Policy Makers 8.4 Suggestions for Future Research
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