Parametric Architecture and Generative Design System

Generative design for architecture

Autodesk’s new Toronto office is the first example of a generatively designed office space. We started with high-level goals and constraints, and using the power of computation, generated thousands of design options. The concepts evolved to create a highly functional and novel space.


In parametric design, designers use declared parameters to define a form. Generative design mimics nature’s evolutionary approach to design. Designers or engineers input design goals into generative design software, along with parameters such as materials, manufacturing methods, and cost constraints. Unlike topology optimization, the software explores all the possible permutations of a solution, quickly generating design alternatives. It tests and learns from each iteration what works and what doesn’t.

generative-architecture-christoph-hermann-06Mark Burry is an example of an independent consultant that has been working on the continued construction of the unfinished design of Sagrada Família in Barcelona. Burry has been involved in parameterizing the geometric methods of Antonio Gaudi. The models are used to find solutions, by exploring and adjusting parameters, to find configurations that fit partially completed elements (Hudson, 2012). The model is then used to produce information to drive Computer Numerically Controlled (CNC) machines for fabrication.

The inverted model of the Sagrada Familia created by Gaudi

Computational strategies for defining design spaces:

  • Morphological control through continuous variables
  • State-change control through discrete variables
  • Recursive control through functions and rule sets
  • Behavioral control through object-oriented programming

(Sources:http://sophclinic.pbworks.com/f/Hernandez2006.pdf and https://fenix.tecnico.ulisboa.pt/downloadFile/395145541718/Generative%20Design%20a%20new%20stage%20in%20the%20design%20process%20-%20Rita%20Fernandes-%20nº%2058759.pdf)

We would love to hear from you on what you think about this post. We sincerely appreciate all your comments – and – if you like this post please share it with friends. And feel free to contact us if you would like to discuss ideas for your next project!

Sincerely,
FRANK CUNHA III
I Love My Architect – Facebook


Artificial Intelligence

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Moving from the abstract to the actionable is always a challenge. When it comes to AI, it starts with data. Artificial intelligence is the application of data—data is what machines learn from—and in the AEC world there is no shortage of opportunities to obtain it. From billing analysis and construction-site safety to building products and performance, the data sets available to collect seem infinite. (Source: https://www.aia.org/articles/178511-embracing-artificial-intelligence-in-archit)

Danil Nagy, New York-based designer and researcher  says “AI can benefit all human endeavors by making us more efficient and allowing us to focus on those aspects of ourselves that make us most human – such as intuition and creativity.”

Computers have changed the way we design our buildings and understand their urban contexts, with tools such as parametric design altering the way we formulate design problems and arrive at new solutions. Now, Machine Learning gives the possibility of going beyond directed, top-down computation, allowing computers to learn patterns and gain new understanding directly from supplied data. Among the many opportunities given by this new paradigm, such a system can allow designers to gain a deeper understanding of the relationships between the physical reality of the city with our personal and emotional responses to it. The Data Mining the City cluster will explore these new opportunities by prototyping custom hardware to simultaneously gather both physical and personal data about the city, and then using Machine Learning algorithms to discover patterns and correlations between the physical realities of the city and our personal experiences of it.

Additional Resources:

https://www.smartgeometry.org/data-mining-the-city

http://futurearchitectureplatform.org/news/28/ai-architecture-intelligence

https://archpaper.com/2017/08/architecture-profession-automation-big-data

https://archpaper.com/2017/11/architects-adapt-coming-ai

https://archinect.com/features/article/149995618/the-architecture-of-artificial-intelligence

http://www.futurearchi.org/t/artificial-intelligence-ai-in-architecture-what-are-the-practical-applications/364

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We would love to hear from you on what you think about this post. We sincerely appreciate all your comments – and – if you like this post please share it with friends. And feel free to contact us if you would like to discuss ideas for your next project!

Sincerely,
FRANK CUNHA III
I Love My Architect – Facebook


Top 20: Technology & Innovation Ideas For Architects

Thank you for all the support and encouragement over the years.  Here are some of our favorite blog posts about technology and innovation related to the field of Architecture:

  1. High Performance Building Design
  2. 3-D Printing
  3. Connected Spaces
  4. Benefits of Using Digital Twins for Construction
  5. Digital Twins
  6. Drone Technology
  7. Artificial Intelligence
  8. Immersive Experience in Architecture
  9. Smart Cities
  10. Big Data in Architecture
  11. Creating High Performance Buildings through Integrative Design Process
  12. Forget Blueprints, Now You Can Print the Building
  13. The 7 Dimensions of Building Information Modeling
  14. Parametric Architecture and Generative Design System
  15. Architecture Robots
  16. Internet of Spaces
  17. Sustainable Design Elements to Consider While Designing a Project
  18. What is a High Performance School?
  19. What is BIM? Should Your Firm Upgrade? by @FrankCunhaIII
  20. Renewable Wave Power Energy

We would love to hear from you on what you think about this post. We sincerely appreciate all your comments – and – if you like this post please share it with friends. And feel free to contact us if you would like to discuss ideas for your next project!

Sincerely,
FRANK CUNHA III
I Love My Architect – Facebook