---
_id: '1994'
abstract:
- lang: eng
  text: In the filling and packaging industry, the trend is towards self-diagnosis,
    optimization, and quality monitoring of processes. The aim is to increase production
    volumes and the quality. These concepts require continuous monitoring and anomaly
    detection of the filling process. In addition, a root cause analysis of the failure
    is required because not every failure can be simulated or measured previously.
    Standard anomaly detection methods have no integrated root cause analysis. In
    this paper a fusion system is utilises for the detection of different unknown
    anomalies and also the failure source of them. The performance of this method
    is benchmarked with a real-word filling process.
author:
- first_name: Martyna
  full_name: Bator, Martyna
  id: '46440'
  last_name: Bator
- first_name: Alexander
  full_name: Dicks, Alexander
  id: '1853'
  last_name: Dicks
- first_name: Sahar
  full_name: Deppe, Sahar
  id: '52121'
  last_name: Deppe
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Bator M, Dicks A, Deppe S, Lohweg V. Anomaly Detection with Root Cause Analysis
    for Bottling Process. In: <i>24nd IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA2019) </i>. IEEE; 2019. doi:<a href="https://doi.org/10.1109/ETFA.2019.8869514">10.1109/ETFA.2019.8869514</a>'
  apa: Bator, M., Dicks, A., Deppe, S., &#38; Lohweg, V. (2019). Anomaly Detection
    with Root Cause Analysis for Bottling Process. <i>24nd IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA2019) </i>. 24th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA),  Zaragoza,
    Spain . <a href="https://doi.org/10.1109/ETFA.2019.8869514">https://doi.org/10.1109/ETFA.2019.8869514</a>
  bjps: '<b>Bator M <i>et al.</i></b> (2019) Anomaly Detection with Root Cause Analysis
    for Bottling Process. <i>24nd IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA2019) </i>. Piscataway, NJ: IEEE.'
  chicago: 'Bator, Martyna, Alexander Dicks, Sahar Deppe, and Volker Lohweg. “Anomaly
    Detection with Root Cause Analysis for Bottling Process.” In <i>24nd IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA2019) </i>. Piscataway,
    NJ: IEEE, 2019. <a href="https://doi.org/10.1109/ETFA.2019.8869514">https://doi.org/10.1109/ETFA.2019.8869514</a>.'
  chicago-de: 'Bator, Martyna, Alexander Dicks, Sahar Deppe und Volker Lohweg. 2019.
    Anomaly Detection with Root Cause Analysis for Bottling Process. In: <i>24nd IEEE
    International Conference on Emerging Technologies and Factory Automation (ETFA2019)
    </i>. Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/ETFA.2019.8869514">10.1109/ETFA.2019.8869514</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Bator, Martyna</span> ; <span
    style="font-variant:small-caps;">Dicks, Alexander</span> ; <span style="font-variant:small-caps;">Deppe,
    Sahar</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>: Anomaly
    Detection with Root Cause Analysis for Bottling Process. In: <i>24nd IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA2019) </i>. Piscataway,
    NJ : IEEE, 2019'
  havard: 'M. Bator, A. Dicks, S. Deppe, V. Lohweg, Anomaly Detection with Root Cause
    Analysis for Bottling Process, in: 24nd IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA2019) , IEEE, Piscataway, NJ, 2019.'
  ieee: 'M. Bator, A. Dicks, S. Deppe, and V. Lohweg, “Anomaly Detection with Root
    Cause Analysis for Bottling Process,” presented at the 24th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA),  Zaragoza,
    Spain , 2019. doi: <a href="https://doi.org/10.1109/ETFA.2019.8869514">10.1109/ETFA.2019.8869514</a>.'
  mla: Bator, Martyna, et al. “Anomaly Detection with Root Cause Analysis for Bottling
    Process.” <i>24nd IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA2019) </i>, IEEE, 2019, <a href="https://doi.org/10.1109/ETFA.2019.8869514">https://doi.org/10.1109/ETFA.2019.8869514</a>.
  short: 'M. Bator, A. Dicks, S. Deppe, V. Lohweg, in: 24nd IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA2019) , IEEE, Piscataway,
    NJ, 2019.'
  ufg: '<b>Bator, Martyna u. a.</b>: Anomaly Detection with Root Cause Analysis for
    Bottling Process, in: o. Hg.: 24nd IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA2019) , Piscataway, NJ 2019.'
  van: 'Bator M, Dicks A, Deppe S, Lohweg V. Anomaly Detection with Root Cause Analysis
    for Bottling Process. In: 24nd IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA2019) . Piscataway, NJ: IEEE; 2019.'
conference:
  end_date: 2019-09-13
  location: ' Zaragoza, Spain '
  name: 24th IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA)
  start_date: 2019-09-10
date_created: 2019-11-22T12:51:15Z
date_updated: 2024-04-15T12:43:21Z
department:
- _id: DEP5023
- _id: DEP1308
doi: 10.1109/ETFA.2019.8869514
language:
- iso: eng
place: Piscataway, NJ
publication: '24nd IEEE International Conference on Emerging Technologies and Factory
  Automation (ETFA2019) '
publication_identifier:
  eisbn:
  - 978-1-7281-0303-7
  - 978-1-7281-0302-0
  isbn:
  - 978-1-7281-0304-4
  issn:
  - 1946-0759
publication_status: published
publisher: IEEE
status: public
title: Anomaly Detection with Root Cause Analysis for Bottling Process
type: conference
user_id: '83781'
year: '2019'
...