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Events calendar 2019

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Use of AI based predictive maintenance solutions to predict failures and tovisualize the required preventive maintenance operations within a shopfloor todetermine the optimal maintenance schedule for a production process chain

NOV
12
2019
12. NOV 2019

Presentation Hall ICM - Internationales Congress Center München SEMICON EUROPA > Fab Management Forum > Session 3: Poster session - Shop Floor Innovations with Immediate Payback

15:50-15:55 h | ICM - Internationales Congress Center München ICM Room 14c, 1st Floor

Subjects: SEMICON EUROPA

Type: Presentation

Speech: English

In today’s approaching industry 4.0 with its highly automated process chaining, anyrequired maintenance and downtime is crucial to a tool’s expected performance – especiallyin the semiconductor world. However, the estimated costs of damages to material orequipment make a preventive maintenance even more valuable – hence the ability topredict potential failures is a key advantage.But since a tool is just one link in a process chain, the downtime will have effect on theentire chain. This requires the creation of predictive maintenance models that represent alltools within the process chain – or at least its critical path. These models’ information shallbe used for providing an overview of the tool’s state including its healthiness.In many cases a tool’s software does already provide some of the required data inapplication-specific log files. The combination of this data along with additional externalsensor output provide a viable source for learning an AI in order to visualize the results in ashopfloor and to schedule the optimal maintenance windows for minimizing the overalldowntime.

Informations

Author,
Ap-s

Christoph Kluge

Christoph Kluge, CEO of tepcon GmbH, has been developing software solutions for over 20years. In 2002 he founded the technology and consulting company tepcon GmbH, an AP&Saffiliated company. In 2017 he took over the position as Director Software Development atAP&S.

Christoph Kluge
Manager

Location

Eingang
Nord-West
ICM
Eingang
Nord
Eingang
West
Atrium
Eingang
Nord-Ost
Eingang
Ost
Conference
Center Nord
Freigelände
C1
C2
C3
C4
C5
C6
B0
B1
B2
B3
B4
B5
B6
A1
A2
A3
A4
A5
A6

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