Electrode Sheet Thickness Measurement with 2D Smoothing Filters
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Solution Overview
Problem
Existing measurement technologies for the thickness and basis weight of electrode sheets struggle with low accuracy due to noise in sensor data, leading to unstable standard deviation and range values until sufficient data is accumulated, and are inflexible in handling different materials and radiation sources.
Innovation Solution
A measurement apparatus and method that includes a collection unit to gather detection profiles and performs smoothing using filters in both the width and conveyance directions of the electrode sheet, allowing for improved accuracy and adaptability without hardware changes.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional smoothing is performed on detection data, then measurement process is simple, but measurement accuracy of thickness or basis weight does not improve sufficiently
Solution Approach 1:
The patent applies smoothing processing in two dimensions: the conveyance direction (time series) and the width direction (cross-sectional position). By extending the smoothing operation from one dimension to two dimensions, the measurement accuracy improves significantly while maintaining a manageable process complexity through systematic application of filtering operations.
2Reliability
If sufficient data is accumulated to improve measurement accuracy, then stability of standard deviation and range values improves, but measurement time and productivity decrease
Solution Approach 1:
The patent performs smoothing processing on detection data in advance, before final measurement results are calculated. By pre-processing the data with two-dimensional smoothing (conveyance direction and width direction), the measurement system achieves stable and reliable results with fewer data points, thereby improving productivity without sacrificing measurement reliability.
3Adaptability or versatility
If measurement system is designed for specific materials and radiation sources, then measurement accuracy for targeted applications is high, but adaptability to different materials and sources is poor
Solution Approach 1:
The patent employs a universal smoothing algorithm that can be applied regardless of the specific material being measured or the radiation source used. The two-dimensional smoothing approach (in conveyance and width directions) provides a general-purpose data processing method that maintains measurement accuracy across different application scenarios, thereby achieving both versatility and precision.
Data Source
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AI summary
A measurement device (10) collects, from a detection device (20), a detection profile including a plurality of detection values related to a thickness or a basis weight of an electrode sheet (S) that is to be conveyed, performs smoothing, by using a smoothing filter, on the plurality of detection values included in the detection profile in a CD direction that is perpendicular to a MD direction of the electrode sheet S, and outputs a first smoothing profile.