Inheritance of skilled technicians' know-how through AI: A tool for supporting the analysis of waveform anomalies.
AI assists with the "why?" of waveform evaluation, providing support not only for the detection of waveform anomalies but also for estimating the causes of anomalies and considering countermeasures.
Do you have any of the following concerns? - It takes time to analyze the causes even after detecting waveform anomalies. - Judgments and responses vary depending on the evaluator. - The transfer of technology to younger engineers is not progressing. - I want to reduce the man-hours spent on evaluation tasks. - I want to utilize AI to improve quality. Waveform Insight will solve these issues! Waveform Insight is a tool that works in conjunction with the waveform judgment AI "Waveform Meister" to provide insights on abnormal waveforms: ✓ What is abnormal? ✓ What could be the potential causes? ✓ What responses are effective? It goes beyond simple pass/fail judgments and supports cause analysis and countermeasure considerations, thereby assisting engineers in their decision-making.
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basic information
■What is Waveform Insight, the Waveform Characteristic Evaluation Assist Tool? Waveform Insight is an AI platform that performs everything from learning to explanation. Based on the information from learned data (past waveform data, causes of abnormal waveforms, and response history), it outputs the causes of abnormalities and corresponding solutions. By automating the evaluation tasks from judgment to explanation, it contributes to improving the quality of evaluation work. Additionally, it also aids in enhancing the analytical skills of engineers. ■Features of Waveform Insight - AI explains waveform characteristics on behalf of engineers - Assists with "cause explanation" for waveform abnormalities and "response methods" to resolve them - Achieves automated testing from measurement to explanation by integrating into automatic measurement programs - Supports both image data and numerical data - Automates "waveform judgment" and "waveform explanation" in collaboration with Waveform Meister
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Utilization Scenarios ■ Semiconductor/LSI Evaluation Support for abnormal waveform analysis in the evaluation process after circuit design ■ Electronic Equipment Evaluation Product quality verification and efficiency improvement in testing processes ■ Production Equipment Monitoring Early detection of equipment anomalies and support for maintenance tasks ■ Manufacturing Line Monitoring Utilization for future predictive maintenance and quality stabilization
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We will provide optimal solutions that contribute to our customers' businesses through our "extensive experience and achievements accumulated over many years" and "high technical capabilities" in the fields of embedded and LSI design.
