Battery Cell Dummy Feedback Control for Precise Process Settings
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Solution Overview
Problem
The performance and completion level of battery cells in manufacturing processes are highly dependent on process variables that are set based on technician experience, making it difficult to predict the impact of equipment changes or environmental variations on battery quality.
Innovation Solution
A battery manufacturing process management system using battery cell dummies equipped with sensors to measure and control process variables such as pressure, temperature, and deformation, and a controller to adjust these variables based on collected data, establishing a database for optimal settings.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If process variables are set based on technician experience, then ease of operation is improved, but manufacturing precision deteriorates
Solution Approach 1:
The patent replaces the manual, experience-based mechanical adjustment of process variables with an automated control system that uses sensors to detect actual process conditions and a controller to adjust variables accordingly. This substitution of human judgment with an automated sensing-controlling system resolves the contradiction by providing both ease of operation (automatic adjustment) and manufacturing precision (data-driven control).
Solution Approach 2:
The patent implements a feedback mechanism where sensors continuously monitor process variables and actual battery cell conditions, and this information is fed back to the controller which adjusts the process variables in real-time. This closed-loop feedback system ensures that manufacturing precision is maintained while eliminating the need for manual intervention, thus resolving the contradiction between ease of operation and manufacturing precision.
2Productivity
If manufacturing equipment is replaced or equipment settings are changed, then productivity may be improved, but reliability deteriorates
Solution Approach 1:
The feedback mechanism continuously monitors the actual impact of equipment changes on battery cell quality. When equipment is replaced or settings are changed, the sensors detect any deviations in process conditions or product quality, and the controller automatically adjusts variables to maintain consistent output. This allows productivity improvements through equipment changes while maintaining reliability through real-time compensation.
Solution Approach 2:
The system performs preliminary detection and adjustment when equipment changes are made. By immediately monitoring process variables and product quality after equipment replacement or setting changes, and making preliminary adjustments to compensate for any negative effects, the system prevents reliability deterioration before it impacts production output.
3Manufacturing precision
If more sensors and control systems are added to monitor process variables, then manufacturing precision is improved, but device complexity increases
Solution Approach 1:
The patent employs sensors and control systems that serve multiple functions: monitoring process variables, detecting battery cell conditions, providing feedback for adjustment, and ensuring quality control. By designing the sensing and control system to perform multiple functions simultaneously, the patent improves manufacturing precision without proportionally increasing device complexity, as each component serves several purposes in the manufacturing process.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
Minimizes risks associated with equipment changes by optimizing process variables and providing real-time feedback, preventing performance degradation and defects in battery cells.
Implementation Method 1
a pressure sensor configured to measure the pressure applied to the battery cell dummy
Implementation Method 2
a temperature sensor configured to sense the internal or external temperature of the battery cell dummy
Implementation Method 3
a gas volume sensor configured to measure the internal gas volume of the battery cell dummy
Implementation Method 4
a strain gauge configured to sense the deformation level of the battery cell dummy
Data Source
AI summary
A battery manufacturing process management system according to an embodiment includes a battery cell dummy configured to obtain data corresponding to a battery manufacturing process and a controller configured to control at least one process variable related to the battery manufacturing process based on the data corresponding to the battery manufacturing process that is obtained using the battery cell dummy.


