International business machines corporation (20240231850). MODELING A MANUFACTURING PROCESS USING SNAPSHOTS OF A SYSTEM simplified abstract

MODELING A MANUFACTURING PROCESS USING SNAPSHOTS OF A SYSTEM

Organization Name

international business machines corporation

Inventor(s)

Michael M. Morin of South Burlington VT (US)

Thomas Furland of Essex Junction VT (US)

Jonathan Fry of Fishkill NY (US)

MODELING A MANUFACTURING PROCESS USING SNAPSHOTS OF A SYSTEM - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240231850 titled 'MODELING A MANUFACTURING PROCESS USING SNAPSHOTS OF A SYSTEM

Simplified Explanation:

This patent application describes a computer-implemented method, system, and computer program product for modeling a manufacturing process. Snapshots of the system are received, and possible transition paths in a state diagram exhibited by the system are identified based on these snapshots. A predicted time that the system entered each state of the selected transition path between selected states of the snapshots is determined, and an issue related to the manufacturing process is predicted based on these predicted times.

• Key Features and Innovation:

   - Computer-implemented method for modeling a manufacturing process.
   - Identification of possible transition paths in a state diagram based on system snapshots.
   - Prediction of system state changes and issues related to the manufacturing process.

Potential Applications: This technology can be applied in various manufacturing industries to optimize processes, predict issues, and improve overall efficiency.

Problems Solved: - Predicting issues in the manufacturing process. - Optimizing state changes and transitions in the system. - Enhancing efficiency and productivity in manufacturing operations.

Benefits: - Improved predictive capabilities in manufacturing processes. - Enhanced decision-making based on predicted system states. - Increased efficiency and reduced downtime in manufacturing operations.

Commercial Applications: Title: Predictive Manufacturing Process Modeling Technology This technology can be utilized in industries such as automotive, electronics, and pharmaceuticals to streamline manufacturing processes, reduce costs, and improve overall productivity.

Prior Art: Readers can explore prior research on predictive modeling in manufacturing processes, state diagram analysis, and system optimization to gain a deeper understanding of the technology's background.

Frequently Updated Research: Stay informed about the latest advancements in predictive modeling software, system optimization tools, and manufacturing process automation to enhance the application of this technology.

Questions about Predictive Manufacturing Process Modeling Technology: 1. What are the key benefits of using predictive modeling in manufacturing processes? 2. How does this technology improve decision-making in manufacturing operations?

Original Abstract Submitted

a computer-implemented method, system and computer program product for modeling a manufacturing process. snapshots of the system are received, where each snapshot includes a time that the snapshot was taken and a state of the system at that time. possible transitions paths in a state diagram exhibited by the system are then identified based on the snapshots. a transition path out of the identified transition paths that most likely corresponds to the sequence of state changes exhibited by the system is selected based on information pertaining to a typical time taken by the system from one state to another. a predicted time that the system entered each state of the selected transition path between selected states of the snapshots is determined based on such information as well as the time at which the snapshots were taken. an issue related to the manufacturing process is predicted based on such predicted times.