Smart Manufacturing Platform, Smart Manufacturing Profiles and Smart Manufacturing Marketplace
AssigneeThe Regents of the University of California
InventorsJames F. Davis, John Dyck, Haresh Malkani, Prakashan P. Korambath, Jonathan Wise
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Abstract
Data centric smart manufacturing systems are described. In an embodiment, the data centric smart manufacturing system includes several systems providing raw data, several reusable data model profiles that ingest the raw data and contextualize the raw data, where a data model profile defines contextualized data, configurations, and data connectivity protocols for a particular type of system, and several data transformation models integrated with the data model profiles and instantiated with contextualized data to provide higher level operational insights.
Claims22
1-19. (canceled)
A data centric smart manufacturing system, comprising:
- a plurality of machine systems each configured to provide raw data while performing a manufacturing process, each of the machine systems having its own set of controllable operating parameters;
- a plurality of reusable data model profiles as declarative templates that can be instantiated for a particular machine system of the plurality of machine systems, wherein a data model profile defines a data structure that contains attributes describing a type of machine system and its associated operations, the attributes including at least operating inputs and measured outputs;
- and
- wherein at least one data model profile is a base data model profile;
- wherein at least one data model profile is an extended data model profile that inherits the base data model profile and extends the base data model profile to define how to populate data points of the base data model profile from sensor data of environmental operating conditions output by an associated machine system of the plurality of machine systems and transform the data points into a common format to create specific input to a data store;
- and
- wherein at least one data model profile is a model orchestration activity profile configured to call a first data transformation model to perform a computation against data identified and gathered as the base data model profile and the extended data model profile are executed, and where the computation is used to determine controllable operating parameters for one or more of the machine systems.
Dependencies are inferred from the claim text.