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  6. Taguchi Method "MT System" Unusual Detection Software

Taguchi Method "MT System" Unusual Detection Software

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MTsystem

last updated:Apr 25, 2022

MHIパワーエンジニアリング 高砂事業部
MHIパワーエンジニアリング 高砂事業部
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It's different from usual; I was the first to sing it. For everyone considering the use of AI, before tackling difficult things, definitely try the MT system. It will surely open up a path for you.

Many AI products for preventing troubles have emerged. But do you really know if they are usable? SIers often don't know what to do and end up outsourcing everything to AI vendors, resulting in a lack of alignment between users and vendors, which often leads to... This is the reality. In comparison, the "MT System" can be easily started without overthinking. Unlike other AIs, this system does not require the preparation of necessary abnormal data. Let's use normal data and see how it works. The "MT System" is a product that applies the Taguchi method of quality engineering to condition monitoring. Its foundation is richer compared to others. Even with excellent AI, the reality is that determining whether something is abnormal ultimately relies on visual and auditory checks. Therefore, being able to simply notice "something is different" or "something is wrong" allows for steady progress. By tackling issues within a manageable scope, you can prevent the chaos and derailment that comes from outsourcing your own challenges to those who do not understand them. This is a system that we ourselves have extensively used. We provide support to address and resolve all technical challenges that customers may feel anxious about when they engage with it, by systematically implementing countermeasures. Please feel free to reach out to us for consultation.

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Taguchi Method "MT System" Unusual Detection Software

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basic information

AI can be broadly categorized into whitelist types and blacklist types, much like a firewall. The commonly used blacklist type, centered around machine learning, does not function properly without the presence of the items it aims to detect (trouble cases). Just like a firewall, if virus patterns are not properly registered in advance, it cannot detect them, and viruses will pass through unnoticed. MTSystem is a whitelist type. Therefore, as long as there is normal data, it will alert you to any anomalies. In reality, mastering machine learning comes with high hurdles and significant tuning challenges, making it difficult to start casually. This is a drawback. With MTSystem, you can begin from small areas to experience the current situation and then reflect that in subsequent steps, allowing for steady progress one step at a time. When you have grasped all the trouble factors of your company's products, there may be even better AI waiting for you. However, if you stumble at the first step, the opportunity may vanish in an instant. Please consider MTSystem, which allows for steady progress from what is possible. *This product utilizes patents from Mitsubishi Heavy Industries, Ltd.

Price information

The price varies depending on the number of items involved, but the trial version is priced under 100,000 yen including PC, making it ideal for AI utilization PoC. *Please contact us for the trial version! We also offer Raspberry Pi and Windows trial kits. If you're unsure where to start with measurements, or if you're confused about the various communication methods for data collection, or if you want to utilize the cloud for systemization but feel the hurdles are too high, please consider our "Measurement and Communication Concierge Service," where we listen to your requests and solve each challenge one by one.

Price range

P3

Delivery Time

Please contact us for details

※There is also a trial version available.

Applications/Examples of results

It can be used in various places around the world. All items that want to detect anomalies from normal conditions can be applied. Currently, it is being utilized in remote monitoring services for power generation facilities located around the globe. It operates quietly as a foundation of society. There is an increasing number of cases where manufacturers selling various devices/systems use it for remote monitoring of their own products, and where those operating facilities utilize it to prevent oversight in monitoring and to avoid missing anomalies. No matter how advanced the AI is, a significant amount of effort is required for preparation, and even after starting to use it, the actual determination of whether something is abnormal often relies on visual and auditory checks. Therefore, there is a way to use the MTSystem as a starting point for predictive maintenance, allowing for easy recognition of "something is wrong," and to decide on the utilization policy for advanced AI. We have received numerous inquiries regarding the use of the trial version for your company's AI utilization PoC, integration into your product monitoring, adding options to maintenance devices, and additional functions for measuring instruments. We also offer consulting on usage methods and engineering that includes monitoring systems for specific applications.

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MHIパワーエンジニアリング

MHIパワーエンジニアリング 高砂事業部

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Our company is a member of the Mitsubishi Heavy Industries Group, serving as a design technology partner for Mitsubishi Heavy Industries, where we engage in planning and mechanical design of prime movers (steam turbines/boilers, gas turbines, water turbines), pumps, and various plants, as well as instrumentation control system planning and electrical design. In response to the increasingly diverse and sophisticated needs of our customers, we will continue to challenge ourselves to enhance our technical capabilities, streamline operations, and reduce costs based on the trust we have built with users. Through this, we are expanding our activities to contribute to society by providing the products and engineering capabilities we have developed so far. Alongside the sale of products related to IoT, manufacturing DX, and on-site/state monitoring, we will focus on customizations, system construction, and realizing your ideas. We encourage you to consider utilizing our services. https://eng.power.mhi.com

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