A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes

Despite recent industrial automation advances, small series production still requires a considerable amount of manual work, and training,and monitoring of workers is consuming a significant amount of time and manpower. Adopting live monitoring of the stages in manual production, along with the compr...

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Main Authors: Melanie Lipka, David Meinel, Stefan Müller, Erik Sippel, Jörg Franke, Martin Vossiek
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/9/2589
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spelling doaj-485bc00fd9864cd9a4aafbe2d15143512020-11-25T02:40:24ZengMDPI AGSensors1424-82202020-05-01202589258910.3390/s20092589A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing ProcessesMelanie Lipka0David Meinel1Stefan Müller2Erik Sippel3Jörg Franke4Martin Vossiek5Institute of Microwaves and Photonics, University of Erlangen-Nürnberg, 91058 Erlangen, GermanyESE, 38122 Braunschweig, GermanyDeprag Schulz GmbH, 92224 Amberg, GermanyInstitute of Microwaves and Photonics, University of Erlangen-Nürnberg, 91058 Erlangen, GermanyFAPS, University of Erlangen-Nürnberg, 91058 Erlangen, GermanyInstitute of Microwaves and Photonics, University of Erlangen-Nürnberg, 91058 Erlangen, GermanyDespite recent industrial automation advances, small series production still requires a considerable amount of manual work, and training,and monitoring of workers is consuming a significant amount of time and manpower. Adopting live monitoring of the stages in manual production, along with the comprehensive representation of production steps, may help resolve this problem. For ergonomic live support, the overall system presented in this paper combines localization, torque control, and a rotation counter in a novel approach to monitor of semi-automated manufacturing processes. A major challenge in this context is tracking, especially hand-guided tools, without the disruptions and restrictions necessary with rigid position encoders. In this paper, a promising measurement concept involving wireless wave-based sensors for close-range position tracking in industrial surroundings is proposed. By using simple beacons, the major share of processing is transferred to fixed nodes, allowing for reduced hardware size and power consumption for the wireless mobile units. This requires designated localization approaches relying on only relative phase information, similar to the proposed Kalman-filter-based-beam-tracking approach. Measurement results show a beam-tracking accuracy of about 0.58<inline-formula> <math display="inline"> <semantics> <msup> <mrow></mrow> <mo>∘</mo> </msup> </semantics> </math> </inline-formula> in azimuth and 0.89<inline-formula> <math display="inline"> <semantics> <msup> <mrow></mrow> <mo>∘</mo> </msup> </semantics> </math> </inline-formula> in elevation, resulting in an overall tracking accuracy of about 3.18 cm.https://www.mdpi.com/1424-8220/20/9/2589industrial automationworker information systemlocalizationFMCWangle-of-arrival
collection DOAJ
language English
format Article
sources DOAJ
author Melanie Lipka
David Meinel
Stefan Müller
Erik Sippel
Jörg Franke
Martin Vossiek
spellingShingle Melanie Lipka
David Meinel
Stefan Müller
Erik Sippel
Jörg Franke
Martin Vossiek
A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes
Sensors
industrial automation
worker information system
localization
FMCW
angle-of-arrival
author_facet Melanie Lipka
David Meinel
Stefan Müller
Erik Sippel
Jörg Franke
Martin Vossiek
author_sort Melanie Lipka
title A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes
title_short A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes
title_full A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes
title_fullStr A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes
title_full_unstemmed A Wireless Angle and Position Tracking Concept for Live Data Control of Advanced, Semi-Automated Manufacturing Processes
title_sort wireless angle and position tracking concept for live data control of advanced, semi-automated manufacturing processes
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-05-01
description Despite recent industrial automation advances, small series production still requires a considerable amount of manual work, and training,and monitoring of workers is consuming a significant amount of time and manpower. Adopting live monitoring of the stages in manual production, along with the comprehensive representation of production steps, may help resolve this problem. For ergonomic live support, the overall system presented in this paper combines localization, torque control, and a rotation counter in a novel approach to monitor of semi-automated manufacturing processes. A major challenge in this context is tracking, especially hand-guided tools, without the disruptions and restrictions necessary with rigid position encoders. In this paper, a promising measurement concept involving wireless wave-based sensors for close-range position tracking in industrial surroundings is proposed. By using simple beacons, the major share of processing is transferred to fixed nodes, allowing for reduced hardware size and power consumption for the wireless mobile units. This requires designated localization approaches relying on only relative phase information, similar to the proposed Kalman-filter-based-beam-tracking approach. Measurement results show a beam-tracking accuracy of about 0.58<inline-formula> <math display="inline"> <semantics> <msup> <mrow></mrow> <mo>∘</mo> </msup> </semantics> </math> </inline-formula> in azimuth and 0.89<inline-formula> <math display="inline"> <semantics> <msup> <mrow></mrow> <mo>∘</mo> </msup> </semantics> </math> </inline-formula> in elevation, resulting in an overall tracking accuracy of about 3.18 cm.
topic industrial automation
worker information system
localization
FMCW
angle-of-arrival
url https://www.mdpi.com/1424-8220/20/9/2589
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