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Supervised Manufacturing
This document discusses supervised manufacturing and factory analytics. It introduces concepts like sensors, devices, networks, intelligent systems, IoT, data, analytics, machine learning, edge computing, automation, and security in the context of digitally transforming manufacturing. It describes collecting data from machines and sensors, storing it in a database/data lake, and analyzing it using cloud services. Key performance indicators like OEE (Overall Equipment Effectiveness), throughput, yield, downtime reasons, and condition monitoring are discussed. Modules for OEE, quality management, predictive maintenance, and financial analytics are also mentioned.
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Supervised Manufacturing
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- 2. © Copyright OCFDATA Limited 2018
- 3. Language matters © CopyrightOCF DATA Limited 2018 • Sensors • Devices • Interconnected networks • Intelligent Systems • Internet of Things • Data • Analytics • Machine Learning • Artificial Intelligence • Edge Computing • Smart ‘xxxx’ • Cyber • Automation / Robotics • Security • Digital Revolution • Uptime • Throughput • Yield • Utilisation • Down-time reasons • OEE • Rejects • Re-works • Maintenance • Service Intervals • Spares • Stockholding • Fuel costs • Schedule • Order book
- 4. Factory Analytics Database /Warehouse / Lake OCF Analytics Cloud © Copyright OCF DATA Limited 2018 O C F S E R V I C E B U S • Data base (e.g. SQL + XML) • Direct to PLC (IP + ASCII + ANSI + ZIGBEE + (MQTT / AQMP / STOMP) + Proprietary) • Sensors • Brainbox BB400 + Sensors • Ignition Server (Inductive Automation) 1 2 3 4 5 6
- 5. Colchester Bantam 1956 ©Copyright OCF DATA Limited 2018
- 6. Overall Equipment Effectiveness OEE= Availability x Performance x Yield Availability Performance Yield © Copyright OCF DATA Limited 2018
- 7. Dashboarding – OEEModule • Status • Up / Down • Down-time Categories • Throughput • Yield • OEE – Current / History • Power KW/H + £ • Utilisation • Condition Monitoring • Service Interval © Copyright OCF DATA Limited 2018
- 8. Modules • Overall EquipmentEffectiveness (OEE) • Quality Management with SPC • Predictive / Preventative Maintenance • Building Services Condition Monitoring • Financial Analytics (Incl. Sage) © Copyright OCF DATA Limited 2018
- 9. Recap • Supervised notaccidental • Tech for a reason and accessible • Remove proprietary silos – ‘good-enough’ industry standard components and tools • Contextual and easily consumed © Copyright OCF DATA Limited 2018
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