Presentation:
Common Data Models for Manufacturing
Background & Presentation Overview:
- Sight Machine analyzes production by streaming plant floor data from all systems and sources in real time
- Data is streamed into 4 Common Data Models. These models represent automated production in all industries
- Streams continuously generate Data Foundation. Data Foundation is then graphed into representations of machines, lines and plants, which are further visualized and analyzed in KPIs, analytics and AI/ML
- Sight Machine’s architecture is modular, transparent, and configurable at each level. Clients and partners can access and modify: (a) raw data, (b) configuration, and (c) Transformed Data via API and SDK layers
- This presentation reviews Common Data Models and graphing methods, and highlights a few out of hundreds of analytics currently generated through web services. After several introductory slides, it is mostly pictures
- Connectivity and pre-processing, and streaming and transformation are addressed elsewhere