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  6. Invariant analysis

Invariant analysis

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last updated:Dec 12, 2025

リョーサン ソリューション事業本部/システムソリューション部
リョーサン ソリューション事業本部/システムソリューション部
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Extract relationships from large amounts of time series data to visualize expert skills, stabilize quality, and predict failures!

We would like to introduce our "Invariant Analysis" service. With a white-box type and XAI (Explainable AI), it is possible to visualize the skills of experienced operators. Unlike conventional monitoring methods, it does not require complex monitoring settings or threshold (alarm value) configurations, thereby reducing the burden of operational monitoring. It can also be used in an on-premises environment on factory computers. 【Features】 ■ Enables visualization of experienced operator skills, quality stabilization, and failure prediction through white-box type XAI (Explainable AI). ■ Unlike conventional monitoring methods, it reduces the burden of operational monitoring as it does not require complex monitoring settings or threshold (alarm value) configurations. ■ Can be used in an on-premises environment on factory computers, allowing for long-term supply, long-term maintenance, and 24-hour continuous operation. *For more details, please download the PDF or feel free to contact us.

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Invariant analysis

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  • Related Link - https://techlabo.ryosan.co.jp/?utm_source=iporos_h…

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【Operating Environment (Partial)】 ■Operating System: Red Hat Enterprise Linux 7 ■CPU: Intel Dual-Core Xeon or later, or equivalent compatible processor (8 cores or more recommended) ■System Memory: 4GB or more (32GB or more recommended) ■Disk (Free Space): 10GB or more (200GB or more recommended) ■Network: 100Mbps or more recommended *For more details, please download the PDF or feel free to contact us.

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【Purpose】 ■Improvement of operating rates and quality of work machines and manufacturing equipment *For more details, please download the PDF or feel free to contact us.

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リョーサン

リョーサン ソリューション事業本部/システムソリューション部

Electronic Components and Semiconductors

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Ryosan is one of Japan's leading electronics trading companies, responsible for the sales of devices such as semiconductors and electronic components, as well as IT equipment and solutions. Based in its Tokyo headquarters, the company has developed a network of over 40 locations both domestically and internationally. It has established a top-level network among domestic electronics trading companies and consistently provides customer-oriented services. As an "Electronics System Coordinator" that offers added value beyond that of a mere trading company, Ryosan continues its unwavering efforts to enhance customer satisfaction.

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