18069952. MOLD STATE MONITORING SYSTEM AND METHOD THEREOF simplified abstract (INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE)
MOLD STATE MONITORING SYSTEM AND METHOD THEREOF
Organization Name
INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
Inventor(s)
MOLD STATE MONITORING SYSTEM AND METHOD THEREOF - A simplified explanation of the abstract
This abstract first appeared for US patent application 18069952 titled 'MOLD STATE MONITORING SYSTEM AND METHOD THEREOF
Simplified Explanation:
This patent application describes a mold state monitoring system that divides processing signals of a mold into initial state information and wear state information. By using a target model and wear threshold based on the initial state information, the system can monitor the wear state of the mold in real time.
- The system divides processing signals of a mold into initial state information and wear state information.
- It uses a target model and wear threshold based on the initial state information to monitor the wear state of the mold.
- The wear state information is input into the target model to obtain a wear index of the mold.
- The system inputs the latest processing signals and wear indices into a time series prediction model for training to obtain wear prediction values of hypothetical times.
- It then performs a predicting operation based on the wear prediction value to estimate a damage time point of the mold.
Key Features and Innovation:
- Division of processing signals into initial state and wear state information.
- Use of target model and wear threshold for monitoring wear state.
- Time series prediction model for training and predicting wear values.
- Real-time monitoring of mold state.
Potential Applications:
The technology can be applied in industries where molds are used extensively, such as manufacturing, automotive, and aerospace.
Problems Solved:
The system addresses the challenge of monitoring the wear state of molds in real time to prevent damage and optimize maintenance schedules.
Benefits:
- Improved mold maintenance efficiency.
- Prevention of mold damage.
- Real-time monitoring capabilities.
Commercial Applications:
Title: Real-time Mold State Monitoring System for Industrial Applications
This technology can be utilized in manufacturing plants, automotive factories, and aerospace facilities to enhance production efficiency and reduce downtime.
Questions about Mold State Monitoring System:
1. How does the system determine the wear threshold for the mold? 2. What are the potential cost savings associated with using this monitoring system?
Original Abstract Submitted
A mold state monitoring system is provided, and the monitoring method thereof is: dividing multiple processing signals of a mold into initial state information and wear state information, so as to obtain a target model and a wear threshold based on the initial state information, and input the wear state information into the target model to obtain a wear index of the mold; inputting the latest multiple processing signals and corresponding wear indices thereof into a time series prediction model for training to obtain wear prediction values of hypothetical times, and then performing a predicting operation based on the wear prediction value, so that when the wear prediction value is greater than the wear threshold, it can be estimated as a damage time point of the mold. Therefore, via the design of the time series prediction model, the target information can be changed at any time on the production line, and the state of the mold can be monitored online in real time.
