- This course explores how AI enhances architectural design, building management, urban planning, and smart cities. Tailored for architects, urban planners, and construction professionals, the course will empower students to integrate AI into sustainable architecture and urban development.
- Level: Intermediate
- Prerequisites: Background in architecture, urban planning, or construction.
- Assessments: Micro Assessment weekly, Full Assessment in the final week.
Week 1 - AI in Architectural Design and Visualization
Learning OutcomeLearn how AI aids in architectural design and visualization.
1.1 AI-driven generative design in architecture.1.2 Machine learning for optimizing floor plans and layouts.
1.3 AI in 3D modeling and real-time visualization.
Practical Component
Create an AI-assisted design for a building structure using generative design tools.
Week 2 - AI for Building Performance and Energy Efficiency
Learning OutcomeUnderstand how AI enhances building performance and energy efficiency.
2.1 AI-powered energy simulation for buildings.2.2 Machine learning models for optimizing HVAC systems.
2.3 AI for smart lighting and temperature control.
Practical Component
Design an AI-based system to optimize energy consumption in a building.
Week 3 - AI for Urban Planning and Smart Cities
Learning OutcomeExplore how AI is applied in urban planning and the development of smart cities.
3.1 AI for traffic and transportation optimization.3.2 Machine learning for predicting city growth and infrastructure needs.
3.3 AI-based urban sustainability and environmental planning.
Practical Component
Develop an AI-powered traffic management system for a city.
Week 4 - AI for Construction Site Safety and Management
Learning OutcomeLearn how AI improves safety and efficiency on construction sites.
4.1 AI for construction site monitoring and hazard detection.4.2 AI-driven project management and scheduling.
4.3 Machine learning for resource optimization in construction.
Practical Component
Build an AI tool for monitoring construction site safety.
Week 5 - AI in Building Maintenance and Operations
Learning OutcomeUnderstand AI's role in the ongoing maintenance and operation of buildings.
5.1 AI for predictive maintenance in building systems.5.2 AI-driven facility management solutions.
5.3 Machine learning for optimizing maintenance schedules.
Practical Component
Create an AI-powered predictive maintenance system for building operations.
Week 6 - Capstone Project and Assessment
Learning OutcomeApply AI to a real-world architectural or urban planning project.
6.1 Develop an AI-based solution for a building design, smart city feature, or construction site management.6.2 Peer assessment and feedback.
6.3 Final project presentation and evaluation.
Practical Component
Present an AI-driven architectural or urban planning solution.