Integrating Semantic Modelling with BIM: Enhancing Parametric Design in Architectural Engineering

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1. Introduction 1.1 Background and Context 1.2 Problem Statement and Objectives 1.3 Significance of the Study 1.4 Methodology Overview 1.5 Structure of the Work 2. Literature Review 2.1 Understanding Semantic Modelling 2.2 Overview of Building Information Modelling (BIM) 2.3 Parametric Design Principles 2.4 Integration Challenges and Opportunities 3. Semantic Modelling Techniques 3.1 Ontologies in Architecture 3.2 Taxonomies and Classifications 3.3 Data Interoperability Standards 3.4 Tools and Software for Modelling 4. Building Information Modelling Essentials 4.1 Core Components of BIM 4.2 BIM in Architectural Engineering 4.3 Current BIM Applications 4.4 Limitations and Improvements 5. Parametric Design in Architecture 5.1 Defining Parametric Design 5.2 Benefits of Parametric Modelling 5.3 Tools and Platforms 5.4 Case Studies and Examples 6. Integration of Semantic Modelling and BIM 6.1 Theoretical Frameworks 6.2 Practical Integration Approaches 6.3 Overcoming Interoperability Challenges 6.4 Case Study: Real-World Implementations 7. Enhancing Parametric Design with Integration 7.1 Improved Design Flexibility 7.2 Efficiency and Cost-Effectiveness 7.3 Innovations in Design Thinking 7.4 Future Trends and Implications 8. Conclusions and Recommendations 8.1 Summary of Key Findings 8.2 Recommendations for Practice 8.3 Suggestions for Future Research 8.4 Concluding Thoughts

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