CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id acadia21_308
authors Rossi, Gabriella; Chiujdea, Ruxandra; Colmo, Claudia; El Alami, Chada; Nicholas, Paul; Tamke, Martin; Ramsgaard Thomsen, Mette
year 2021
title A Material Monitoring Framework
doi https://doi.org/10.52842/conf.acadia.2021.308
source ACADIA 2021: Realignments: Toward Critical Computation [Proceedings of the 41st Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-986-08056-7]. Online and Global. 3-6 November 2021. edited by B. Bogosian, K. Dörfler, B. Farahi, J. Garcia del Castillo y López, J. Grant, V. Noel, S. Parascho, and J. Scott. 308-317.
summary Through 3d printing, cellulose-based biopolymers undergo a two-staged hybrid fabrication process, where initial rapid forming is followed by a slower secondary stage of curing. During this curing large quantities of water are evaporated from the material which results in anisotropic deformations. In order to harness the potential of 3d printing biopolymers for architectural applications, it is necessary to understand this extended timeline of material activity and its implications on critical architectural factors related to overall element shrinkage, positional change of joints, and overall assembly tolerance. This paper presents a flexible multi-modal sensing framework for the understanding of complex material behavior of 3d printed cellulose biopolymers during their transient curing process.

We report on the building of a Sensor Rig, that interfaces multiple aspects of the curing of our cellulose-slurry print experiments, using a mix of image-based, marker-based, and pin-based protocols for data collection. Our method uses timestamps as a common parameter to interface various modes of curing monitoring through multi-dimensional time slices. In this way, we are able to uncover underlying correlations and affects between the different phenomena occuring during curing. We report on the developed data pipelines enabling the Monitoring Framework and its associated software and hardware implementation. Through graphical Exploratory Data Analysis (EDA) of 3 print experiments, we demonstrate that geometry is the main driver for behavior control. This finding is key to future architectural-scale explorations.

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100%; open Ana Goidea, Dimitrios Floudas, and David Andréen (2020) Find in CUMINCAD Pulp Faction: 3d Printed Material Assemblies through Microbial Biotransformation , Fabricate 2020. London: UCL Press. 42–49

100%; open Arianna Rech, Paul Nicholas, Mette Ramsgaard Thomsen, and Anders E. Dougaard (2021) Find in CUMINCAD Waste-based biopolymer slurry for 3d printing with recycled materials , Nordic Polymer Days 2021

100%; open Arianna Rech, Ruxandra Chiujdea, Claudia Colmo, Gabriella Rossi, Paul Nicholas, Martin Tamke, Mette Ramsgaard Thomsen, and Anders Egede Daugaard (2021) Find in CUMINCAD Predicting Response: Wastebased biopolymer slurry recipe for 3d-printing (CelluloseFloc_v01) , Zenodo

100%; open Arman Najari, Diego Pajarito, and Areti Markopoulou (2020) Find in CUMINCAD Data Modeling of Cities, a Machine Learning Application , SimAUD ‘20: Proceedings of the 11th Annual Symposium on Simulation for Architecture and Urban Design. 1–8

100%; open Billie Faircloth, Ryan Welch, Martin Tamke, Paul Nicholas, Phil Ayres, Yulia Sinke, Brandon Cuffy, and Mette Ramsgaard Thomsen (2018) Find in CUMINCAD Multiscale Modeling Frameworks for Architecture: Designing the Unseen and Invisible with Phase Change Materials , International Journal of Architectural Computing 16 (2): 104–22

100%; open Billie Faircloth, Ryan Welch, Yuliya Sinke, Martin Tamke, Paul Nicholas, Phil Ayres, Erica Eherenbard, and Mette Ramsgaard Thomsen (2018) Find in CUMINCAD Coupled Modeling and Monitoring of Phase Change Phenomena in Architectural Practice , Symposium on Simulation for Architecture & Urban Design 2018. 81–88

100%; open G. Brugnaro, E. Baharlou, L. Vasey, and A. Menges (2016) Find in CUMINCAD Robotic softness: An adaptive robotic fabrication process for woven struc[1]tures , ACADIA ’16: Posthuman Frontiers: Data, Designers, and Cognitive Machines; Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture. 154–163

100%; open Gabriella Rossi, and Paul Nicholas (2018) Find in CUMINCAD Modelling a Complex Fabrication System: New Design Tools for Doubly Curved Metal Surfaces Fabricated Using the English Wheel , Proceedings of ECAADe 2018. 811–20

100%; open L. Mogas-Soldevila, J. Duro-Royo, D. Lizardo, M. Kayser, S. Sharma, S. Keating, J. Klein, C. Inamura, and N. Oxman (2015) Find in CUMINCAD Designing the Ocean Pavilion: Biomaterial Templating of Structural, Manufacturing, and Environmental Performance , Proceedings of IASS 2015 Amsterdam Symposium: Future Visions – Digital Architecture and Design. 1–13

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100%; open Lixiao Zhang, Guoyang Qiu, and Zhishou Chen (2021) Find in CUMINCAD Structural Health Monitoring Methods of Cables in Cable-Stayed Bridge: A Review , Measurement 168 (January): 108343

100%; open Marcella Del Signore, Nancy Diniz, and Frank Melendez (2021) Find in CUMINCAD Information Matters , Data, Matter, Design: Strategies in Computational Design,

100%; open Naresh D. Sanandiya, Yadunund Vijay, Marina Dimopoulou, Stylianos Dritsas, and Javier G. Fernandez (2018) Find in CUMINCAD Large-Scale Additive Manufacturing with Bioinspired Cellulosic Materials , Scientifc Reports 8 (1): 8642

100%; open P. Stavropoulos, D. Chantzis, C. Doukas, A. Papacharalampopoulos, and G. Chryssolouris (2013) Find in CUMINCAD Monitoring and Control of Manufacturing Processes: A Review , Procedia CIRP 8: 421–25

100%; open Paul Nicholas, Gabriella Rossi, Ella Williams, Michael Bennett, and Tim Schork (2020) Find in CUMINCAD Integrating Real-Time Multi-Resolution Scanning and Machine Learning for Conformal Robotic 3D Printing in Architecture , International Journal of Architectural Computing 18 (4): 371–84

100%; open Ramsgaard Thomsen, Mette ,and Ayelet Karmon (2012) Find in CUMINCAD Informing Material Specification , Digital Aptitudes: + Other Openings. Boston: ACSA. 677–83

100%; open Ramsgaard Thomsen, Mette, Paul Nicholas, Martin Tamke, and Tom Svilans (2021) Find in CUMINCAD A New Material Vision , Data, Matter, Design: Strategies in Computational Design,

100%; open Ruxandra Chiujdea, and Paul Nicholas (2020) Find in CUMINCAD Design and 3D printing methodologies for cellulose-based composite materials , Anthropologic: Architecture and Fabrication in the Cognitive Age; Proceedings of the 38th eCAADe Conference, vol. 1., 547–554

100%; open Sebastian W. Pattinson, and A. John Hart (2017) Find in CUMINCAD Additive Manufacturing of Cellulosic Materials with Robust Mechanics and Antimicrobial Functionality , Advanced Materials Technologies 2 (4): 1600084

100%; open Stylianos Dritsas, Samuel E. P. Halim, Yadunund Vijay, Naresh G. Sanandiya, and Javier G. Fernandez (2018) Find in CUMINCAD Digital Fabrication with Natural Composites: Design and Development towards Sustainable Manufacturing , Construction Robotics 2 (1–4): 41–51

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