systema's “x” technology -...
TRANSCRIPT
SYSTEMA'S “X” Technology Real-Time Analysis of Dynamic Bottlenecks
Gerhard Luhn, PhDManager Innovation, SYSTEMA
• Industrialization of Information Processing –
SYSTEMA’s “X” Technology
• Challenges Performance Monitoring in Real-Time
• Solution Concept
• RT-Analysis of Production
Bottlenecks
• Next Steps
Increasing Data Volumes - Reduction of Computational
Complexity
*) C. Faloutsos, V. Megalooikonomou: On data mining, compression, and Kolmogorov complexity. Data Min Knowl Disc (2007) 15:3–20
… is an art …*)
SYSTEMA’s “X”-TechnologyHomomorphic Computing
*) Luhn, G. et. al.: Real-Time Information Base as key enabler for Manufacturing Intelligence and “Industrie 4.0”; published in: IEEE, Advanced Semiconductor Manufacturing Conference
(ASMC), 2015 26th Annual SEMI, pp. 216 – 222;
Y.I. Manin: KOLMOGOROV COMPLEXITY AS A HIDDEN FACTOR OF SCIENTIFIC DISCOURSE: FROM NEWTON’S LAW TO DATA MINING. Talk at the Plenary Session of the Pontifical Academy of
Sciences on “Complexity and Analogy in Science: Theoretical, Methodological and Epistemologic al Aspects” , Casina Pio IV, November 5–7, 2012. online: https://arxiv.org/abs/1301.0081
Challenges
• How did the line behave last year (bottleneck eqpts. etc.)?
• Did ct/ff improved as planned when new eqp. was hooked up, variations?
• Root causes for dynamic wip waves last dec.?
• Multivariate analysis?
State of the art
• Cyclic aggregation of information
– Batch processing, no real time
– No root cause analysis
– Complicate and error prone ETL processes
Architectural Overview
Events Event Stream
Processing
Data Store
Reports
Dashboards
„X“ Technology:
most efficient Calculation
In multiple Dimensions
RT-Analysis of Production Bottlenecks Calculate non-productive time due to dynamic bottlenecks
dynamically calculated
subsequent Operation
SYSTEMA‘s ”X” Technology:
information exploration and navigation in multiple
dimensions
exact and most efficient calculation (shortest
algorithm)
nucleus (ion) core technology and customer’s
extensions
• First productive FAB deployment of Prototype.
• Further evolution framed by Research Programs (EU/ECSEL, BMBF, SAB), in close cooperation with Partners from Practice and Research.