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Prognostic and Health Management Fundamentals: Particle-Filtering-Based Prognosis

Time: 
March 24, 2015 - 10:15 - 11:45
Location: 
S3 058
Event type: 
Talk
Contact: 
Susanne Saminger-Platz
Description: 

Abstract:
Particle filters (PF) have been established as the de facto state-of-the-art in failure prognosis,
and particularly in the representation of the uncertainty that is associated to long-term
predictions. This talk explores some of the most important aspects associated to the problem
of failure prognosis, with special emphasis on the utilization of Particle Filter (PF) algorithms
for uncertainty representation, and outer feedback correction loops for uncertainty
management in prediction. Application examples will include problems associated to battery
management systems.

Special Session "Recent Advances in Evolving Fuzzy Systems" @ FUZZ-IEEE 2015 (Istanbul)

Time: 
August 2, 2015 - 13:30 - August 5, 2015 - 13:30
Location: 
Istanbul, Turkey
Event type: 
Workshop
Contact: 
Edwin Lughofer

Advances in Knowledge-Based Technologies Winter 2014/15, 2

Time: 
February 5, 2015 - 13:00 - 15:00
Location: 
SCCH, Room 0/2, Meierhof, Softwarepark Hagenberg
Event type: 
Seminar
Contact: 
Bernhard Moser and Robert Pollak (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information and download of proceedings, see the Advances in Knowledge-Based Technologies page.

Dates and deadlines:

  • Submission of titles: Friday, 31 January 2015, 12:00
  • Submission of final papers: Tuesday, 3 February 2015, 17:00
  • Submission of presentations: Wednesday, 4 February 2015, 12:00
  • Download of proceedings available: Wednesday, 4 February 2015, 17:00

Program:

Chair: Susanne Saminger-Platz

13:00 Bernhard Moser:
  The Range of a Simple Random Walk on Z: An Elementary Combinatorial Approach
13:30 Ayadi Chouikhi:
  Image Segmentation by Chan-Vese Method
14:00 Edwin Lughofer:
  Dynamic Inclusion of New Event Types in Visual Inspection using Evolving Classifiers

 

AEDA (K-Project)

Short-Text: 

AEDA: Advanced Engineering Design Automation

The primary objective of this K-Project coordinated by V-Research (Coordinator: Vaheh Khachatouri) is to provide an integrated platform for the automation of engineering design tasks. The platform will consist of a conceptual framework, including generative methods and algorithms for design automation as well as a software framework based on the implementation of those methods.

Partner: 

Coordinator:
v-Research (Vaheh Khachatouri)

Research Partners:

  • EDAC - Engineering Design and Computing Laboratory (ETH Zürich)
  • VC   - Visual Computing (Fraunhofer Austria, Graz)
  • PPE  - Process and Product Engineering (Univ. of Applied Sciences, Vorarlberg, Dornbirn)
  • KBMS - Department of Knowledge-Based Mathematical Systems (JKU Linz)
  • HEAL - Heuristic and Evolutionary Algorithms Lab (FH OÖ)
  • MIVP - Mechanical Engineering Informatics and Virtual Product Development (TU Wien)
  • VRES - V-Research, Dornbirn

Industrial Partners:

  • Doppelmayr Seilbahnen GmbH (Doppelmayr)
  • Hans Künz GmbH (Künz)
  • Längle Glas GmbH (Längle)
  • Liebherr-Werk Nenzing GmbH (Liebherr)
  • LTW Intralogistics GmbH (LTW)
  • Lingenhöle Technologie GmbH (Lingenhöle)
  • Schelling Anlagenbau GmbH (Schelling)
  • TECHSOFT Datenverarbeitung GmbH (TECHSOFT)

 

Current Switch: 
1

Advances in Knowledge-Based Technologies Winter 2014/15, 1

Time: 
November 24, 2014 - 08:30 - 12:45
Location: 
SCCH, Room 0/2, Meierhof, Softwarepark Hagenberg
Event type: 
Seminar
Contact: 
Bernhard Moser and Robert Pollak (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information, see the Advances in Knowledge-Based Technologies page.

Dates and deadlines:

  • Submission of titles: Wednesday, 19 November 2014, 17:00
  • Submission of final papers: Thursday, 20 November 2014, 17:00
  • Submission of presentations: Friday, 21 November 2014, 12:00
  • Download of proceedings available: Friday, 21 November 2014, 12:00

Program:

Session 1. Chair: Susanne Saminger-Platz

8:30 Peter Smrek, Andrea Stupňanová:
  A note on several kinds of the level dependent capacities-based Sugeno integrals
9:00 Ladislav Šipeky:
  On some transformations of aggregation functions
9:30 Tomáš Bacigál, Mária Ždímalová:
  Archimedean copulas, additive generators and distance functions
10:00 Michal Dibala, Lucia Vavríková:
  Conic and Archimax copulas

Session 2. Chair: Bernhard Moser

10:45 Edwin Lughofer:
  Dynamic Inclusion of New Event Types in Visual Inspection using Evolving Fuzzy Classifiers
11:15 Francisco Serdio:
  Expanding the set of Residual Generators by Genetic-Fuzzy Systems
11:45 Mariya Zhariy:
  Efficient Sensor Placement in Flow Networks and Sensor Networks
12:15 Thomas Grubinger:
  Domain Generalization based on Transfer Component Analysis

 

imPACts (K-Project)

Short-Text: 

imPACTs: Industrial Methods for Process Analytical Chemistry – From Measurement Technologies to Information Systems

The primary objective of this K-Project coordinated by RECENDT GmbH
(Coordinator: Robert Holzer) is to investigate and develop new process analytical measurement techniques as well as measurement-based modeling methods for improving the optimization and control of on-line production processes, especially in the chemical and biochemical industry.

Partner: 

Coordinator:
RECENDT GmbH (Robert Holzer)
 
Research Groups and Institutes:

  • Research Center for Non-Destructive Testing GmbH
  • Research Division of Biochemical Engineering / TU Vienna
  • Research Division Thermal Process Engineering and Simulation / TU Vienna
  • Institute of Chemical Technologies and Analytics / TU Vienna
  • Department of Knowledge-Based Mathematical Systems
    (Fuzzy Logic Laboratory Linz – FLLL) / JKU Linz
  • Institute of Applied Physics / JKU Linz
  • Institute for Microelectronics and Microsensors / JKU Linz
  • SCCH, Software Competence Center Hagenberg GmbH
  • Kompetenzzentrum Holz GmbH
     

Company Partners:

  • Keysight Technologies GmbH
  • Brau Union Österreich AG, Linz
  • Metadynea Austria GmbH, Krems
  • EXPUTEC GmbH, Vienna
  • Kelheim Fibres GmbH, Kelheim, Germany
  • KRAIBURG Austria GmbH & Co. KG, Geretsberg
  • Lenzing Aktiengesellschaft, Lenzing
  • OMV Refining & Marketing GmbH, Refinery Schwechat
  • Sandoz GmbH, Kundl
  • voestalpine Stahl GmbH, Linz
  • DPx Fine Chemicals Austria GmbH & Co KG
Current Switch: 
1

Fingerprint III (EBAM)

Short-Text: 

"Enhanced Biometrical Algorithms against Manipulation"

Biometric systems are used for person identification and access control.
In this project, our target is to increase manipulation safety against attacks, while adhering to the given constraints of user comfort (i.e. false rejection rate), computation time, and security (i.e. false acceptence rate).
 

Current Switch: 
0

Fingerprint II (Speedup)

Short-Text: 

Reducing processing time of fingerprint template extraction and matching without reducing detection quality.

Fingerprint template extraction and matching is done on an embedded processor with limited computation power.
In this project we tackle the following tasks:

  • Reducing the number of necessary filter operations for orientation field computation
  • Crease detection and matching with suitable time complexity
  • Binary matching: using binary descriptors for fingerprint database indexing.
Current Switch: 
0

HOPL (K-Project)

Short-Text: 

Heuristic Optimization in Production and Logistics

The primary objective of this K-Project coordinated by FH OÖ (Prof. Michael Affenzeller) is to create new problem modeling and optimization methodologies enabling researchers to create integrated solutions for real-world problems.
These methodologies allow the combination of multiple optimization approaches into
optimization networks which enable better and more accurate representations of real world
systems. Researching new hybrid approaches and simulation-based optimization algorithms

Partner: 

Coordinator:
FH OÖ – University of Applied Sciences Upper Austria (Michael Affenzeller)

Research Groups and Institutes:

  • Heuristic and Evolutionary Algorithms Laboratory (HEAL) and Logistikum at FH OÖ
  • Production and Logistics Management (PLM)
  • Department of Knowledge-Based Mathematical Systems
    (Fuzzy Logic Laboratory Linz – FLLL)
  • Profactor
  • RISC Software
  • V-Research
     

Company Partners:

  • Voestalpine
  • Rosenbauer
  • Carvatech
  • Gebrüder Weiss
  • Eurofoam
Current Switch: 
1

Special Session "Adaptive Data-Driven Modelling" @ ICMLA 2014

Time: 
December 3, 2014 - 16:15 - December 6, 2014 - 16:15
Location: 
Detroit, U.S.A.
Event type: 
Workshop
Contact: 
Edwin Lughofer
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