System, method and computer readable medium for using performance indicators and predictive analysis for setting manufacturing equipment parameters

摘要

The method includes receiving first data from an in-memory computing module, the data including performance indicators, receiving second data from a enterprise resource planning database, predicting a target time per piece based on the first data and the second data, predicting a target cost per piece based on the first data and the second data, and setting an equipment speed based on the target time per piece and/or the target cost per piece.

主权项

1. A method comprising:
receiving first data from a data warehouse by an in-memory computing module, the first data including performance indicators associated with other equipment in a manufacturing process utilizing an equipment, the in-memory computing module being configured to store the first data in random access memory (RAM) and to process operational and transactional data in real-time; receiving second data, by the in-memory computing module, from an enterprise resource planning database, the second data including information including at least one of bill of material information, machine set-up information, tool information, and maintenance information associated with the other equipment in the manufacturing process utilizing the equipment; predicting, by the in-memory computing module, a target time per piece based on the first data and the second data, wherein predicting the target time per piece includes determining the equipment speed over which a time per piece is minimized in order to minimize a time associated with the manufacturing process based on the performance indicators and the information; and setting an equipment speed based on the target time per piece.