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...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-05-01
|
Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/20/9/2589 |
id |
doaj-485bc00fd9864cd9a4aafbe2d1514351 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT melanielipka awirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT davidmeinel awirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT stefanmuller awirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT eriksippel awirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT jorgfranke awirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT martinvossiek awirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT melanielipka wirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT davidmeinel wirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT stefanmuller wirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT eriksippel wirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT jorgfranke wirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses AT martinvossiek wirelessangleandpositiontrackingconceptforlivedatacontrolofadvancedsemiautomatedmanufacturingprocesses |
_version_ |
1724781900092932096 |