Prescritptive Maintenance based on DeepLearning
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 1 WHO WE ARE
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 2 PAST NOW 623 Mitsubishi companies
1880 The Yokohama Spicie Bank Ldt. The Bank of Tokyo Mitsubishi Ltd.
Nippon Yusen Kabushiki 1885 Nippon Yusen Kaisha Kaisha (NYK LINE)
1870 Spring Valley Brewery Kirin Brewery Co., Ltd.
Mitsubishi Heavy 1907 Shipbuilding & Engineering Dept. Industries, Ltd.
1921 Mitsubishi Electric Mfg. Co., Ltd. Mitsubishi Electric Corp.
1917 Nippon Kogaku K.K. Nikon Corporation
1945Liquidation of the Mitsubishi Holding
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 3 MITSUBISHI ELECTRIC
41,803 120+ 142,340 MILLION $ COUNTRIES EMPLOYEES
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32 46 6,300 COUNTRIES LOCATIONS EMPLOYEES
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 5 WHERE WE PLAY
FACTORY BUILDING ENERGY TRANSPOR- VISUAL AIR AUTOMATION SYSTEMS SYSTEMS TATION INFORMATION CONDITIONING
AUTOMOTIVE PUBLIC SPACE SEMICONDUC- INFORMATION/ HOME EQUIPMENT SYSTEMS SYSTEMS TOR/DEVICES COMMUNICATION PRODUCTS
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 6 OUR PERSPECTIVE TO FACTORY AUTOMATION
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 7 FACTORY AUTOMATION PORTFOLIO OVERVIEW
MOTION SCADA EDGE COMPUTING VISUALISATION PLC DCS CONTROL
FREQUENCY SERVO SWITCHGEAR & ROBOTICS MECATRONICS INVERTERS SYSTEMS BREAKERS
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 8 VERTICAL INDUSTRIES
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 9 INTRODUCTION OF VERTICAL INDUSTRIES
F&B / CPG AUTOMOTIVE LIFE SCIENCE
PROCESS WATER EMS
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 10 DEDICATED TO FOOD & BEVERAGE AND CONSUMER PACKAGED GOODS
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 11 CHALLENGES IN THE F&B INDUSTRY
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 12 CHALLENGES IN THE F&B INDUSTRY
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 13 Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 14 Prescriptive Maintenance Target
Digital, non destructive, 100% Quality Control (no human interaction)
Improve Product Quality before Products get rejected
Zero Waste Production
Closed Loop implementation of Prescriptive Maintenance
Human interaction only when there is an added value to the product quality
Agile Production Environment
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 15 Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 16 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 17 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 18 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 19 Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 20 Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 21 How we used to work: heuristic algorithms
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 22 How we proceeded after heuristics
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 23 Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 24 Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 25 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 26 Digital, non destructive, 100% Quality Control Deep Learning SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 27 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 28 Digital, non destructive, 100% Quality Control MELIPCSAP • Edge ComputingPublic enables Cloud • Big Data harvesting • Local DataWonderware Storage • Data cleansing • Data Modeling OEE • OEE Quality • Consumer InfoConsumer Info • Pred. Maintenance • IT Security Image Big Data • Local AI Analytics • Stream (ms) • Historical
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 29 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 30 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
Quality Criteria OEE Sealing Ring Quality Consumer Info Logo Position Over pressure…
Image Big Data
Big Data Prescriptive Maintenance
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 31 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance Machine Data Sealing Temperatur Sealing Speed Sealing Pressure Film tension…
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 32 Digital, non destructive, 100% Quality Control SAP Public Cloud Wonderware
OEE Quality Consumer Info
Image Big Data
Big Data Prescriptive Maintenance
Prescriptive Maintenance Adjust Parameter Schedule Maintenance Improve Productivity…
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 33 Digital, non destructive, 100% Quality Control SAP Public Cloud Target Wonderware
Digital, non destructive, 100% Quality Control (no human interaction) OEE Quality Consumer Info Improve Product Quality before Products get rejected
Image Big Data Zero Waste Production
Closed Loop implementation of Prescriptive Maintenance Big Data Prescriptive Maintenance Human interaction only when there is an added value to the product quality
Agile Production Environment
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 34 Digital, non destructive, 100% Quality Control SAP Public Cloud Target Wonderware
Digital, non destructive, 100% Quality Control (no human interaction) OEE Quality Consumer Info Improve Product Quality before Products get rejected
Image Big Data Zero Waste Production
Closed Loop implementation of Prescriptive Maintenance Big Data Prescriptive Maintenance Human interaction only when there is an added value to the product quality
Agile Production Environment + Industrial Big Data Harvesting
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 35 LET’ S CHANGE FOR THE LET’ S CHANGE FOR THE BETTERBETTER
Ver.: 1.0.1 COPYRIGHT © 2019 MITSUBISHI ELECTRIC CORPORATION. ALL RIGHTS RESERVED. 36