| 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. |
| series |
ACADIA |
| type |
paper |
| email |
|
| full text |
 file.pdf (6,218,441 bytes) |
| references |
Content-type: text/plain
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Ana Goidea, Dimitrios Floudas, and David Andréen (2020)
 Pulp Faction: 3d Printed Material Assemblies through Microbial Biotransformation
, Fabricate 2020. London: UCL Press. 42–49
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Arianna Rech, Paul Nicholas, Mette Ramsgaard Thomsen, and Anders E. Dougaard (2021)
Waste-based biopolymer slurry for 3d printing with recycled materials
, Nordic Polymer Days 2021
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Arianna Rech, Ruxandra Chiujdea, Claudia Colmo, Gabriella Rossi, Paul Nicholas, Martin Tamke, Mette Ramsgaard Thomsen, and Anders Egede Daugaard (2021)
Predicting Response: Wastebased biopolymer slurry recipe for 3d-printing (CelluloseFloc_v01)
, Zenodo
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Arman Najari, Diego Pajarito, and Areti Markopoulou (2020)
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
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Billie Faircloth, Ryan Welch, Martin Tamke, Paul Nicholas, Phil Ayres, Yulia Sinke, Brandon Cuffy, and Mette Ramsgaard Thomsen (2018)
Multiscale Modeling Frameworks for Architecture: Designing the Unseen and Invisible with Phase Change Materials
, International Journal of Architectural Computing 16 (2): 104–22
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Billie Faircloth, Ryan Welch, Yuliya Sinke, Martin Tamke, Paul Nicholas, Phil Ayres, Erica Eherenbard, and Mette Ramsgaard Thomsen (2018)
Coupled Modeling and Monitoring of Phase Change Phenomena in Architectural Practice
, Symposium on Simulation for Architecture & Urban Design 2018. 81–88
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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
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Gabriella Rossi, and Paul Nicholas (2018)
Modelling a Complex Fabrication System: New Design Tools for Doubly Curved Metal Surfaces Fabricated Using the English Wheel
, Proceedings of ECAADe 2018. 811–20
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L. Mogas-Soldevila, J. Duro-Royo, D. Lizardo, M. Kayser, S. Sharma, S. Keating, J. Klein, C. Inamura, and N. Oxman (2015)
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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Lauren Vasey, Ehsan Baharlou, Moritz Dörstelmann, Valentin Koslowski, Marshall Prado, Gundula Schieber, Achim Menges, and Jan Knippers (2015)
Behavioral Design and Adaptive Robotic Fabrication of a Fiber Composite Compression Shell with Pneumatic Formwork
, ACADIA ‘15: Computational Ecologies: Design in the Anthropocene; Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture. 297–309
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Lixiao Zhang, Guoyang Qiu, and Zhishou Chen (2021)
Structural Health Monitoring Methods of Cables in Cable-Stayed Bridge: A Review
, Measurement 168 (January): 108343
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Marcella Del Signore, Nancy Diniz, and Frank Melendez (2021)
Information Matters
, Data, Matter, Design: Strategies in Computational Design,
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Naresh D. Sanandiya, Yadunund Vijay, Marina Dimopoulou, Stylianos Dritsas, and Javier G. Fernandez (2018)
Large-Scale Additive Manufacturing with Bioinspired Cellulosic Materials
, Scientifc Reports 8 (1): 8642
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P. Stavropoulos, D. Chantzis, C. Doukas, A. Papacharalampopoulos, and G. Chryssolouris (2013)
Monitoring and Control of Manufacturing Processes: A Review
, Procedia CIRP 8: 421–25
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Paul Nicholas, Gabriella Rossi, Ella Williams, Michael Bennett, and Tim Schork (2020)
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
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Ramsgaard Thomsen, Mette ,and Ayelet Karmon (2012)
Informing Material Specification
, Digital Aptitudes: + Other Openings. Boston: ACSA. 677–83
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Ramsgaard Thomsen, Mette, Paul Nicholas, Martin Tamke, and Tom Svilans (2021)
A New Material Vision
, Data, Matter, Design: Strategies in Computational Design,
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Ruxandra Chiujdea, and Paul Nicholas (2020)
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
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Sebastian W. Pattinson, and A. John Hart (2017)
Additive Manufacturing of Cellulosic Materials with Robust Mechanics and Antimicrobial Functionality
, Advanced Materials Technologies 2 (4): 1600084
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Stylianos Dritsas, Samuel E. P. Halim, Yadunund Vijay, Naresh G. Sanandiya, and Javier G. Fernandez (2018)
Digital Fabrication with Natural Composites: Design and Development towards Sustainable Manufacturing
, Construction Robotics 2 (1–4): 41–51
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| last changed |
2023/10/22 12:06 |
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