1. Introduction 1.1 Definition of Digital Twins 1.2 Importance in Industrial Engineering 1.3 Purpose and Scope of Study 1.4 Research Questions 2. Literature Review 2.1 Historical Background of Digital Twins 2.2 Current Trends in Supply Chain Optimization 2.3 Previous Studies in Industrial Engineering 2.4 Gaps in Existing Research 3. Theoretical Framework 3.1 Principles of Digital Twin Technology 3.2 Supply Chain Optimization Models 3.3 Integration of Digital Twins in Supply Chains 4. Methodology 4.1 Research Design 4.2 Data Collection Methods 4.3 Analytical Tools and Techniques 4.4 Limitations and Challenges 5. Case Studies 5.1 Case Study Selection Criteria 5.2 Application in Automotive Industry 5.3 Implementation in Electronics Manufacturing 6. Impact Analysis 6.1 Efficiency Improvements 6.2 Cost Reduction Strategies 6.3 Risk Mitigation 7. Discussion 7.1 Findings and Interpretation 7.2 Comparison with Existing Literature 7.3 Implications for Industrial Engineering 8. Conclusion and Recommendations 8.1 Summary of Key Findings 8.2 Practical Recommendations 8.3 Future Research Directions
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