Aspects of the invention include a computer-implemented method, in which includes determining whether a combination of a first commodity and a computing system satisfies a manufacturing requirement. Additionally, whether a combination of a second commodity and the computing system satisfies the manufacturing requirement is predicted based at least in part on a comparison of the combination of the first commodity and the computing system and the combination of the second commodity and the computing system. Then either the first commodity or the second commodity is inserted into a computer system based at least in part on a comparison of an actual performance of the first commodity and a predicted performance of the second commodity in the computing system.

Aspects of the invention include a computer-implemented method, in which includes determining whether a combination of a first commodity and a computing system satisfies a manufacturing requirement. Additionally, whether a combination of a second commodity and the computing system satisfies the manufacturing requirement is predicted based at least in part on a comparison of the combination of the first commodity and the computing system and the combination of the second commodity and the computing system. Then either the first commodity or the second commodity is inserted into a computer system based at least in part on a comparison of an actual performance of the first commodity and a predicted performance of the second commodity in the computing system.

A method of contextualizing automation system data in an intelligent programmable logic controller includes the intelligent programmable logic controller collecting automation system data and creating a structured representation of the automation system data. The intelligent programmable logic controller selects a semantic context model from a plurality of available semantic context models based on relevance to the structured representation of the automation system data and creates semantically contextualized data using the semantic context model and the structured representation of the automation system data. The semantically contextualized data is stored by the intelligent programmable logic controller on a non-volatile computer-readable storage medium operably coupled to the intelligent programmable logic controller.

A system and method for employing a file system and file system services on the industrial controller. The file system allows industrial control programs to implement many functions previously performed within the industrial control program and stored in the same memory as the industrial control program. An execution engine is provided that interprets instructions included in an industrial control program. The instructions utilize services in the file system for including user defined routine files loaded from local or remote locations, to load and unload recipe files from local and remote locations, to log and retrieve measured data and trend data to files at local or remote locations, to select different operating systems and to select a running program from a plurality of running programs utilizing the file system.

A system and method for employing a file system and file system services on the industrial controller. The file system allows industrial control programs to implement many functions previously performed within the industrial control program and stored in the same memory as the industrial control program. An execution engine is provided that interprets instructions included in an industrial control program. The instructions utilize services in the file system for including user defined routine files loaded from local or remote locations, to load and unload recipe files from local and remote locations, to log and retrieve measured data and trend data to files at local or remote locations, to select different operating systems and to select a running program from a plurality of running programs utilizing the file system.