Enhancing the value of BIM data is a pressing challenge in the architecture, engineering, and construction (AEC) industry—this book gives you the tools to solve it with AI. You'll learn to automate BIM data workflows, extract meaningful insights, and design intelligent dashboards using Revit, Dynamo, Power BI, and Python.
Written by seasoned BIM Manager Bruno Martorelli, this hands-on guide equips you with the skills to modernize your data processes and build predictive, real-time dashboards customized for stakeholder needs. You'll dive into extracting BIM data, applying machine learning with comfort metrics, visualizing results using Power BI, and even integrating real-time IoT streams into your models.
This book also explores ethical and practical considerations of AI in BIM, offers real-world case studies, and gives you the confidence to lead future-ready AEC projects. Whether you're new to AI or already experimenting with dashboards, you’ll walk away ready to make your BIM data work harder and smarter.
By the end of this book, you will be able to create powerful, AI-enhanced dashboards and automation workflows that convert raw BIM data into actionable intelligence, transforming your project delivery capabilities.

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Spis treści

Managing and Visualizing BIM Data with AI. Automate insights, build smart dashboards, and enhance Revit workflows using Dynamo and Power BI eBook -- spis treści

• 1. Traditional vs. AI-Enhanced BIM Data Management
• 2. Introduction to AI Technologies in BIM
• 3. Setting Up Your AI-Ready BIM Environment
• 4. Extracting and Preparing BIM Data with Revit and Dynamo
• 5. AI-Driven BIM Data Analysis with Python and Dynamo
• 6. Automating BIM Tasks Using AI and Dynamo
• 7. Principles of Data Visualization for BIM
• 8. Creating Interactive Dashboards with Power BI and Revit Data
• 9. Enhancing Dashboards with AI in Power BI
• 10. Advanced Visualization Techniques for BIM Data
• 11. Case Studies and Real-World Applications
• 12. Best Practices, Ethical Considerations, and Future Outlook