Analysis System Segmentation for Real-Time Evaluation
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Solution Overview
Problem
Existing analysis systems require high-performance devices to update evaluation patterns in real-time, which is unsatisfactory for achieving rapid evaluation of apparatus failures and maintenance needs, especially when a large amount of detection information is not yet acquired.
Innovation Solution
An analysis system comprising a detector, a first analysis device for generating processed data from detection information, and a second analysis device that updates the evaluation pattern using this processed data, allowing for faster updates without needing all detection information.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Device complexity
If a single analysis device is used to update evaluation patterns while evaluating apparatuses, then the system structure is simplified, but the device requires high performance which increases cost and complexity
Solution Approach 1:
The system divides the analysis function into two separate devices: a first analysis device that evaluates apparatuses using detection information and an evaluation pattern, and a second analysis device that updates the evaluation pattern using processed data. This segmentation allows each device to have specialized, lower performance requirements while maintaining overall system reliability and real-time evaluation capability.
2Measurement precision
If all detection information is used to update evaluation patterns, then evaluation accuracy is improved, but processing time increases
Solution Approach 1:
The system performs preliminary processing of detection information by the first analysis device to generate condensed processed data before the second analysis device uses it to update evaluation patterns. This preliminary action reduces the data volume that needs to be processed for pattern updates, maintaining accuracy while significantly reducing processing time.
3Productivity
If processed data is used instead of all detection information for updating evaluation patterns, then processing speed is improved, but data communication load is reduced
Solution Approach 1:
The first analysis device extracts essential features and condenses detection information into processed data that captures the most relevant information for evaluation pattern updates. This extraction process maintains the necessary information completeness while reducing data volume, thereby improving processing speed and reducing communication load simultaneously.
Data Source
AI summary
An analysis system includes detectors provided in an apparatus, first analysis devices each configured to generate processed data by performing predetermined processing on detection information from each of the detectors, and to evaluate an object to be evaluated based on the detection information from each of the detectors and on an evaluation pattern, and a second analysis device configured to update the evaluation pattern based on the processed data generated by each of the first analysis devices.