High-Throughput Materials R&D Automation for Sample Handling and Mapping
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Solution Overview
Problem
Existing high-throughput material preparation and characterization processes require significant manual intervention, leading to low experimental speed and efficiency and potential data inaccuracies due to human error.
Innovation Solution
An integrated research and development system comprising a high-throughput preparation module, characterization module, and automatic control module, which includes a special sample box, sample moving platform, intelligent mechanical arm, and synchronous control system, enabling automatic sample handling and data acquisition, and a statistical mapping data processing module for machine learning and optimization.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If manual intervention is used in high-throughput preparation and characterization processes, then operational flexibility is maintained, but experimental speed and efficiency decrease and data accuracy is compromised
Solution Approach 1:
The system enables automatic sample handling where the mechanical arm autonomously picks up samples, moves them between characterization devices, and places them without human intervention. The synchronous control system automatically coordinates all operations, allowing the experiment system to serve itself and eliminate manual operations throughout the high-throughput process.
Solution Approach 2:
Manual mechanical operations are replaced by an intelligent mechanical arm system controlled by a synchronous control system. The mechanical arm performs automated sample manipulation tasks that were previously done manually, substituting human mechanical actions with automated mechanical systems to improve speed and consistency.
2Reliability
If manual operations are performed during sample handling and characterization, then adaptability to different sample types is maintained, but data reliability decreases due to human error
Solution Approach 1:
The synchronous control system receives real-time feedback from various characterization devices about sample status and experimental progress. This feedback mechanism allows the system to automatically adjust operations, ensure proper sample handling, and maintain data quality without requiring manual verification, thereby improving data reliability while keeping operations simple.
Solution Approach 2:
The synchronous control system acts as an intermediary between the mechanical arm, sample box, and multiple characterization devices. It coordinates all components and ensures proper sequencing of operations, eliminating the need for complex manual coordination while maintaining operational reliability and data quality.
3Productivity
If automated systems are implemented for high-throughput experimentation, then experimental efficiency increases, but system complexity increases
Solution Approach 1:
The mechanical arm system serves multiple functions: picking up samples, moving them between different characterization devices, and placing them in appropriate positions. This multi-functional design consolidates what would otherwise require multiple specialized devices into a single versatile system, improving throughput while managing complexity.
Solution Approach 2:
The system merges the sample handling function, mechanical arm control, and coordination of multiple characterization devices into a single synchronous control system. By combining these functions into one integrated control unit, the system achieves high-throughput automation without proportionally increasing overall system complexity.
Data Source
AI summary
The present invention discloses an integrated research and development system for high-throughput preparation and statistical mapping characterization of materials, comprising: a high-throughput preparation module, a high-throughput characterization module, an automatic control module and a statistical mapping data processing module; the high-throughput preparation module is used for preparing a multi-component combinatorial-sample; the high-throughput characterization module comprises a plurality of different high-throughput characterization devices; the automatic control module comprises a special sample box, a sample moving platform, an intelligent mechanical arm and a synchronous control system; and the statistical mapping data processing module is used for constructing a statistical mapping constitutive model corresponding to position mapping according to the composition, microstructure and performance data of the combinatorial-sample. The present invention integrates multiple functions, has high automatic control level, improves the experimental speed and experimental efficiency.