Transform how you manage BIM data with AI techniques that automate analysis and visualization in Revit and Power BI
Key Features
- Automate BIM data extraction, processing, and insights using AI tools
- Design advanced Power BI dashboards tailored for the AEC industry
- Integrate predictive analytics, IoT data, and visualizations into Revit workflows
Book Description
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.
What you will learn
- Analyze and preprocess BIM data using Revit, Dynamo, and Python
- Train machine learning models to predict comfort and performance metrics
- Automate data integration and feedback loops for Revit models
- Build stakeholder-focused dashboards in Power BI
- Use anomaly detection and predictive insights in BIM analytics
- Incorporate IoT and external datasets into real-time visualizations
- Apply ethical practices and for emerging BIM-AI trends
- Study real-world implementations of AI-powered BIM dashboards
Who this book is for
BIM professionals, including architects, engineers, construction managers, and data analysts, who want to enhance their BIM workflows with AI-driven insights and dashboards. Familiarity with Revit and basic data management is expected, and experience with Power BI or Python will be helpful for applying the book's techniques.
