Automated Laboratory Instrument Calibration System
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Solution Overview
Problem
The installation and calibration of laboratory instrumentation are time-consuming and costly, often requiring on-site engineers, and manual calibration processes are error-prone and subjective.
Innovation Solution
An automated system for calibrating and verifying laboratory equipment, incorporating expert knowledge to provide pass/fail status and troubleshooting feedback, which minimizes the need for on-site engineers and reduces calibration errors by automating steps such as ROI, background, and pure dye calibrations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual calibration procedures are used, then experienced users can successfully calibrate properly manufactured instruments, but the process is time-consuming and error-prone
Solution Approach 1:
The system enables self-service calibration by providing automated guidance that allows users to perform calibrations independently without requiring experienced engineers, thus reducing calibration time while maintaining accuracy through structured procedures
Solution Approach 2:
The system changes the calibration process from manual subjective adjustments to automated objective measurements by capturing instrument responses to test patterns and using image processing algorithms to objectively determine calibration parameters
2Reliability
If on-site engineers are deployed for calibration, then proper calibration can be ensured, but the cost increases significantly
Solution Approach 1:
The system replaces expensive on-site engineer services with automated self-service calibration capabilities that guide users through the process, maintaining reliability through structured procedures while dramatically reducing costs by eliminating the need for specialized personnel travel and deployment
Solution Approach 2:
The system provides real-time feedback during calibration by capturing images of test patterns, processing them through algorithms, and guiding users through adjustments until calibration targets are met, ensuring reliability without requiring expert intervention
3Ease of operation
If manual calibration processing is used, then flexibility is maintained, but the process becomes subjective and error-prone
Solution Approach 1:
The system replaces manual visual inspection and subjective judgment with automated image capture and computer-based image processing algorithms that objectively analyze test patterns and determine calibration status, eliminating human error and subjectivity while maintaining ease of operation through automated guidance
Data Source
AI summary
Method and system providing an automated workflow for installing and/or calibrating laboratory equipment. The workflow empowers an end user to perform installation and calibration thereby reducing the costs associated with such activities. The automated workflow taught herein, can greatly reduce the incidence of calibration error by providing for verification of certain events during the calibration process.


