I have decided to start a separate thread about Artificial Intelligence in AEC. I hope here we will able to collect as much information as what happens today in the AI world, show examples of using AI in BIM programs and programs driven by AI, and discuss what architects and other AEC professionals would like to expect from it.
I have a very strong opinion, that these technologies will come to us very, very soon (because AI already exists in many things we are using every day - like search engines or digital photo applications) and this might be a very interesting subject to review.
Please find below a scheme I have prepared, showing how AI for BIM might look like.
Building elements (as we know tools in ArchiCAD) are controlled by placement algorithms, that coming from building classification databases). For example - placing partition walls in the office with the right chosen sound insulation, fire ratings, correct corridors lengths, fire escapes, etc.
I/O engine responsible for Input / Output - but in architectural terms - automatic drawings generation and publishing, remote communication, including communication via e-mails, teamwork, IFC exchange. It is something like a secretary-robot, that supervising the BIM project.
Physical simulations help to improve correct element placement. Simulations shall be 100% on physics (more like physical engines in 3D animation software). Includes loads, earthquakes, heat distribution and loss, fire spread, wind load, radiosity, and photon tracing, similar to Monte Carlo.
Additional block called construction simulations helps to represent the construction process, including delivery, animation of cranes and installation process, construction timeline, and similar.
Each building element has two additional layers - assembly (if it’s a wall, then it might be studs, cover, insulation, and brackets) and behavior. Behaviour is connected to both physical and construction simulations.