---
_id: '2099'
abstract:
- lang: eng
text: "In order to reduce time consuming and expensive flawed production in Security
Printing Machines an inspection system for early recognition of consecutive errors
is developed. It shall avoid printing errors by combining measuring data from
several sensors with expert knowledge. The inspection quality is improved by acquiring
several information sources, using different physical quantities, integrating
expert knowledge and perception, extracting reasonable features, and generating
intuitive results.\r\nThe TLCS (Two Layer Conflict Solving) approach is based
on the Evidence Theory and uses conflict solving to fuse data. The first layer
applies the Conflict Modified Dempster-Shafer-Theory (CMDST). Every two sensors‘
data are combined and conflicts are solved between individuals. In the second
layer the data is fused using the results from the CMDST and the sensors’ original
observations by the Group Conflict Redistribution (GCR). We introduce an improvement
of the TLCS approach with reference to highly complex machine conditioning applications.
In this context, the sensors are grouped to attributes applying expert knowledge.
The fusion of the fuzzyfied sensor’s observations that are elements of one particular
attribute is accomplished by the TLCS. Subsequently, the attributes’ conditions
are merged using an Ordered Weighted Averaging Operator.\r\nIn security printing
machines the wiping unit is the most sensible part. It is responsible for removing
surplus ink around the engravings. Even small parameter manipulations cause errors
during the production. Experienced machine operators recognize errors before they
occur and stabilize the production by changing wiping unit parameters mainly.
The fusion approach is evaluated in a wiping simulator. Current, impact sound,
temperature and force are acquired and processed. Wear, parameter changes, and
mechanical disturbances are detected by the introduced algorithm."
author:
- first_name: Karl
full_name: Voth, Karl
last_name: Voth
- first_name: Stefan
full_name: Glock, Stefan
id: '44020'
last_name: Glock
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Thomas
full_name: Türke, Thomas
last_name: Türke
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Voth K, Glock S, Mönks U, Türke T, Lohweg V. Multi-sensory Machine Diagnosis
on Security Printing Machines with Two Layer Conflict Solving. In: SENSOR+TEST
Conference 2011,. Proceedings SENSOR 2011. 7 – 9 June 2011, Nürnberg, Germany
; 2011:686-691. doi:10.5162/sensor11/sp2.1'
apa: Voth, K., Glock, S., Mönks, U., Türke, T., & Lohweg, V. (2011). Multi-sensory
Machine Diagnosis on Security Printing Machines with Two Layer Conflict Solving.
In SENSOR+TEST Conference 2011, (pp. 686–691). 7 – 9 June 2011, Nürnberg,
Germany . https://doi.org/10.5162/sensor11/sp2.1
bjps: Voth K et al. (2011) Multi-Sensory Machine Diagnosis on Security
Printing Machines with Two Layer Conflict Solving. SENSOR+TEST Conference 2011,.
7 – 9 June 2011, Nürnberg, Germany , pp. 686–691.
chicago: Voth, Karl, Stefan Glock, Uwe Mönks, Thomas Türke, and Volker Lohweg. “Multi-Sensory
Machine Diagnosis on Security Printing Machines with Two Layer Conflict Solving.”
In SENSOR+TEST Conference 2011, 686–91. Proceedings SENSOR 2011. 7 – 9
June 2011, Nürnberg, Germany , 2011. https://doi.org/10.5162/sensor11/sp2.1.
chicago-de: 'Voth, Karl, Stefan Glock, Uwe Mönks, Thomas Türke und Volker Lohweg.
2011. Multi-sensory Machine Diagnosis on Security Printing Machines with Two Layer
Conflict Solving. In: SENSOR+TEST Conference 2011, 686–691. Proceedings
SENSOR 2011. 7 – 9 June 2011, Nürnberg, Germany . doi:10.5162/sensor11/sp2.1,
.'
din1505-2-1: 'Voth, Karl ; Glock,
Stefan ; Mönks, Uwe ; Türke, Thomas ; Lohweg,
Volker: Multi-sensory Machine Diagnosis on Security Printing Machines with
Two Layer Conflict Solving. In: SENSOR+TEST Conference 2011,, Proceedings
SENSOR 2011 : 7 – 9 June 2011, Nürnberg, Germany , 2011, S. 686–691'
havard: 'K. Voth, S. Glock, U. Mönks, T. Türke, V. Lohweg, Multi-sensory Machine
Diagnosis on Security Printing Machines with Two Layer Conflict Solving, in: SENSOR+TEST
Conference 2011, 7 – 9 June 2011, Nürnberg, Germany , 2011: pp. 686–691.'
ieee: K. Voth, S. Glock, U. Mönks, T. Türke, and V. Lohweg, “Multi-sensory Machine
Diagnosis on Security Printing Machines with Two Layer Conflict Solving,” in SENSOR+TEST
Conference 2011, 2011, pp. 686–691.
mla: Voth, Karl, et al. “Multi-Sensory Machine Diagnosis on Security Printing Machines
with Two Layer Conflict Solving.” SENSOR+TEST Conference 2011, 7 – 9 June
2011, Nürnberg, Germany , 2011, pp. 686–91, doi:10.5162/sensor11/sp2.1.
short: 'K. Voth, S. Glock, U. Mönks, T. Türke, V. Lohweg, in: SENSOR+TEST Conference
2011, 7 – 9 June 2011, Nürnberg, Germany , 2011, pp. 686–691.'
ufg: 'Voth, Karl et. al. (2011): Multi-sensory Machine Diagnosis on Security
Printing Machines with Two Layer Conflict Solving, in: SENSOR+TEST Conference
2011, (=Proceedings SENSOR 2011), S. 686–691.'
van: 'Voth K, Glock S, Mönks U, Türke T, Lohweg V. Multi-sensory Machine Diagnosis
on Security Printing Machines with Two Layer Conflict Solving. In: SENSOR+TEST
Conference 2011,. 7 – 9 June 2011, Nürnberg, Germany ; 2011. p. 686–91. (Proceedings
SENSOR 2011).'
date_created: 2019-12-02T10:41:46Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.5162/sensor11/sp2.1
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.ama-science.org/proceedings/details/528
oa: '1'
page: 686-691
publication: SENSOR+TEST Conference 2011,
publication_identifier:
isbn:
- 978-3-9810993-9-3
publication_status: published
publisher: '7 – 9 June 2011, Nürnberg, Germany '
series_title: Proceedings SENSOR 2011
status: public
title: Multi-sensory Machine Diagnosis on Security Printing Machines with Two Layer
Conflict Solving
type: conference
user_id: '45673'
year: 2011
...