Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications

Geotechnical centrifuges are valuable instruments for physical modelling of complex geotechnical problems in a controlled laboratory setting. In comparison to full-scale testing, scaled models are cost effective to construct and instrument and, when tested in a geotechnical centrifuge at increased c...

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Main Authors: André Broekman, Schalk Willem Jacobsz, Hendrik Louw, Elsabé Kearsley, Tiago Gaspar, Talia Simone Da Silva Burke
Format: Article
Language:English
Published: Elsevier 2020-10-01
Series:HardwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2468067220300602
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spelling doaj-46931aa2b5fc4f0aa1a729b696e03e112020-12-25T05:11:12ZengElsevierHardwareX2468-06722020-10-018e00151Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applicationsAndré Broekman0Schalk Willem Jacobsz1Hendrik Louw2Elsabé Kearsley3Tiago Gaspar4Talia Simone Da Silva Burke5Corresponding author.; Department of Civil Engineering, University of Pretoria, Pretoria, South AfricaDepartment of Civil Engineering, University of Pretoria, Pretoria, South AfricaDepartment of Civil Engineering, University of Pretoria, Pretoria, South AfricaDepartment of Civil Engineering, University of Pretoria, Pretoria, South AfricaDepartment of Civil Engineering, University of Pretoria, Pretoria, South AfricaDepartment of Civil Engineering, University of Pretoria, Pretoria, South AfricaGeotechnical centrifuges are valuable instruments for physical modelling of complex geotechnical problems in a controlled laboratory setting. In comparison to full-scale testing, scaled models are cost effective to construct and instrument and, when tested in a geotechnical centrifuge at increased centrifugal accelerations, are capable of replicating full-scale stress–strain soil behaviour. Centrifuge modellers require specialised hardware and instruments capable of functioning under high accelerations. Such hardware is costly, nearly always purpose built, and often rely on commercial, closed-source data acquisition systems, hardware and control systems.This paper demonstrates a novel and versatile, low cost, open source logger and control system that works in parallel alongside existing centrifuge hardware. This solution, termed Fly-by-Pi, was developed using the Raspberry Pi microcomputer. The system provides closed-loop control of linear actuators with the ability to operate in either cyclic, monotonic, or static load- or displacement-control. The control mechanism can be reprogrammed according to experimental requirements, even during flight in the centrifuge. Three independent experiments are described which included the Fly-by-Pi controller as a key component in their operation. Based on the experience gained during these experiments, the authors encourage wide-spread adoption of open-sourced hardware solutions in extreme testing environments.http://www.sciencedirect.com/science/article/pii/S2468067220300602ControllerCave miningPilesSoil-structure interactionPhysical modellingRaspberry Pi
collection DOAJ
language English
format Article
sources DOAJ
author André Broekman
Schalk Willem Jacobsz
Hendrik Louw
Elsabé Kearsley
Tiago Gaspar
Talia Simone Da Silva Burke
spellingShingle André Broekman
Schalk Willem Jacobsz
Hendrik Louw
Elsabé Kearsley
Tiago Gaspar
Talia Simone Da Silva Burke
Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications
HardwareX
Controller
Cave mining
Piles
Soil-structure interaction
Physical modelling
Raspberry Pi
author_facet André Broekman
Schalk Willem Jacobsz
Hendrik Louw
Elsabé Kearsley
Tiago Gaspar
Talia Simone Da Silva Burke
author_sort André Broekman
title Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications
title_short Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications
title_full Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications
title_fullStr Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications
title_full_unstemmed Fly-by-Pi: Open source closed-loop control for geotechnical centrifuge testing applications
title_sort fly-by-pi: open source closed-loop control for geotechnical centrifuge testing applications
publisher Elsevier
series HardwareX
issn 2468-0672
publishDate 2020-10-01
description Geotechnical centrifuges are valuable instruments for physical modelling of complex geotechnical problems in a controlled laboratory setting. In comparison to full-scale testing, scaled models are cost effective to construct and instrument and, when tested in a geotechnical centrifuge at increased centrifugal accelerations, are capable of replicating full-scale stress–strain soil behaviour. Centrifuge modellers require specialised hardware and instruments capable of functioning under high accelerations. Such hardware is costly, nearly always purpose built, and often rely on commercial, closed-source data acquisition systems, hardware and control systems.This paper demonstrates a novel and versatile, low cost, open source logger and control system that works in parallel alongside existing centrifuge hardware. This solution, termed Fly-by-Pi, was developed using the Raspberry Pi microcomputer. The system provides closed-loop control of linear actuators with the ability to operate in either cyclic, monotonic, or static load- or displacement-control. The control mechanism can be reprogrammed according to experimental requirements, even during flight in the centrifuge. Three independent experiments are described which included the Fly-by-Pi controller as a key component in their operation. Based on the experience gained during these experiments, the authors encourage wide-spread adoption of open-sourced hardware solutions in extreme testing environments.
topic Controller
Cave mining
Piles
Soil-structure interaction
Physical modelling
Raspberry Pi
url http://www.sciencedirect.com/science/article/pii/S2468067220300602
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