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Publication | Design Modeling Symposium 2019

Design Loop

Calibration of a Simulation of Productive Congestion Through Real-World Data for Generative Design Frameworks

Abstract

Design Loop: Calibration of a Simulation of Productive Congestion Through Real-World Data for Generative Design Frameworks

Lorenzo Villaggi, James Stoddart, Pan Zhang, Alex Tessier, David Benjamin

Design Modeling Symposium 2019

This paper extends the applicability of generative design for space planning frameworks for ongoing and guided post-occupancy modifications. It involves the comparison of a graph-based productive-congestion simulation with empirical data and the use of a metaheuristic search algorithm to calibrate and fine-tune simulation parameters for greater accuracy. This methodology is demonstrated through a real-world generative designed case-study and the post-occupancy collection and processing of movement data through custom computer vision workflows.

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Associated Autodesk Researchers

Lorenzo Villaggi

Principal Research Scientist

Jim Stoddart

Principal Research Scientist

Pan Zhang

Former Autodesk

Alex Tessier

Director, Simulation, Optimization & Systems

David Benjamin

Director of AEC Industry Futures
View all researchers

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