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  6. Implementing AI in harsh environments: Solutions using ruggedized edge AI industrial PCs.

Implementing AI in harsh environments: Solutions using ruggedized edge AI industrial PCs.

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last updated:Nov 02, 2023

アナログ・テック
アナログ・テック
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Are you struggling with the implementation environment for AI? We solve the challenges of AI implementation in harsh environments with industrial PCs equipped with industrial AI chips that are built to withstand tough conditions.

■Challenges of Implementing Image AI and Edge AI■ Recently, the development of various image AI and edge AI applications has progressed, moving into the device implementation phase. In this phase, unlike in offices or data centers, devices are required to have strict environmental durability, which presents challenges for implementing edge AI. Additionally, the data processed at the edge continues to increase in volume and real-time demands, leading to a linear rise in component performance, resulting in extreme heat generation from CPUs, GPUs, and AI chips, which adds to the challenges of device implementation. In edge AI, to enhance processing performance, it is crucial to address the heat dissipation of high-heat-generating components such as GPUs and AI chips while ensuring extremely stringent environmental durability. This involves temperature control, vibration mitigation, and mechanical design, which are essential elements for implementing image AI and edge AI applications in various settings. ■High Environmental Durability Edge AI Platform■ Analog Devices provides a platform for implementing AI in harsh field environments such as 'high temperature/low temperature, water, high humidity, and dust' by equipping AI chips in industrial PCs that excel in environmental durability.

    Other PCs and OA equipmentBig DataIoT
正方形_IPCFGの紹介画像.png

Implementing AI in harsh environments: Solutions using ruggedized edge AI industrial PCs.

正方形_IPCFGの紹介画像.png
正方形_IPCFGの紹介画像.png
  • Related Link - https://www.analogtech.co.jp/

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■Introducing an example of the latest AI chip on board■ The AI chip from Hailo, known for its low power consumption and high inference processing capability 'Hailo-8 AI Processor' The Hailo-8 processor is a chip developed by Hailo that is specialized for AI processing. It has the following features that make it particularly suitable for industrial applications: (Feature 1) AI processing with high power efficiency! Power efficiency of 3 TOPS/W (Feature 2) High environmental durability! Operating temperature range of -40°C to 85°C (Feature 3) Long-term supply planned! Expected lifespan of up to 10 years for the chip alone ■Would you like to experience the latest AI chip Hailo?■ Analog Tech has released the Hailo-8 evaluation development kit for 97,900 yen (tax included). This development kit packages an environment to easily start developing AI applications using the Hailo-8. It includes PC hardware with a Hailo-8 Mini-PCIe module as the execution environment to operate the Hailo-8, and utilizes an SDK that supports model conversion from industry-standard AI frameworks to the Hailo format.

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Applications/Examples of results

◎Safety Monitoring Monitoring safety in various facilities, including detecting worker intrusions into hazardous areas and observing worker behavior that deviates from normal patterns. It operates in conjunction with PLCs according to the level of danger, activating lamps, buzzers, and locking doors, all linked to machine control. ◎Construction and Surveying Detection of intrusions into hazardous areas at construction sites. Control and assistance of construction machinery using image AI. Utilizing image AI to reduce worker burden and prevent accidents. Connecting image AI for environments where outdoor implementation is assumed, along with control to directly apply feedback to machines. ◎Agriculture and Dairy Farming Roboticization of agricultural machinery aimed at labor-saving and efficiency in agriculture. Implementation of image AI in outdoor environments, such as vehicles and drones, along with control to directly apply feedback to machines. ◎Vehicle Robotics Roboticization of various vehicles, including cars, buses, logistics robots, and unmanned forklifts, utilizing autonomous driving technology. Additionally, the use of image AI to assist vehicle users with tasks such as loading and unloading cargo and passengers. ◎Edge Computing Connecting machine control with the cloud. After real-time processing executed at the edge, data such as machine control and medical information is aggregated in the cloud.

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High-performance AI chip evaluation development kit "Hailo-8 Evaluation Development Kit"

High-performance AI chip evaluation development kit "Hailo-8 Evaluation Development Kit"

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Environmentally resistant AI edge computer "AT-IPCFG Series"

Environmentally resistant AI edge computer "AT-IPCFG Series"

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Environmentally resistant fanless AI industrial computer 'AT-IPCFG000'

Environmentally resistant fanless AI industrial computer 'AT-IPCFG000'

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Environmentally resistant fanless AI industrial computer 'AT-IPCFG002'

Environmentally resistant fanless AI industrial computer 'AT-IPCFG002'

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Dustproof and waterproof fanless AI industrial computer 'AT-IPCFG003'

Dustproof and waterproof fanless AI industrial computer 'AT-IPCFG003'

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[White Paper] Approaches to 'On-Site Implementation' of Image AI and Edge AI - What methods are necessary for AI implementation in harsh installation environments?

[White Paper] Approaches to 'On-Site Implementation' of Image AI and Edge AI - What methods are necessary for AI implementation in harsh installation environments?

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Fanless industrial computer 'AT-IPCFG004' equipped with dual AI chips.

Fanless industrial computer 'AT-IPCFG004' equipped with dual AI chips.

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Evaluation Development Kit with 4 AI Chips: 'Hailo-8 Evaluation Development Kit 2'

Evaluation Development Kit with 4 AI Chips: 'Hailo-8 Evaluation Development Kit 2'

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Dual AI chip, fanless industrial computer with 4-port PoE 'AT-IPCFG004-PoE4'

Dual AI chip, fanless industrial computer with 4-port PoE 'AT-IPCFG004-PoE4'

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4-Port PoE Equipped Environmentally Resistant Fanless AI Industrial Computer 'AT-IPCFG000-PoE4'

4-Port PoE Equipped Environmentally Resistant Fanless AI Industrial Computer 'AT-IPCFG000-PoE4'

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IP65 Waterproof Fanless Dual AI Chip IPC 'AT-IPCFG005'

IP65 Waterproof Fanless Dual AI Chip IPC 'AT-IPCFG005'

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White paper

We have released a white paper on approaches to implementing image AI and edge AI in harsh environments.

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Recently, various AI applications have reached a practical level. Their uses are diverse, and there are high expectations for their application in various locations. However, implementing them at the edge requires addressing the heat dissipation of high-heat-generating components while ensuring coordination with machine control and maintaining strict environmental durability through temperature control, vibration control, and mechanical design. Analog Tech has compiled an approach for implementing image AI and edge AI in field environments, along with platform information for implementation, in a white paper. Please refer to it. You can find more information in the following catalog download from Ipros: https://premium.ipros.jp/analogtech/catalog/detail/619854/

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アナログ・テック

アナログ・テック

Information and Communications

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Founded in 1994, we provide optimal industrial computers and peripherals based on our long-standing knowledge of electronics technology and strong technical interfaces with overseas manufacturers. With over 25 years of rich implementation experience and a track record of supplying to demanding major domestic manufacturers, we can respond meticulously to customer needs with various industrial computers, including made-to-order production in small lots, long-term stable supply, and custom or OEM solutions tailored to specific requirements and challenges. Analog Tech exists as a professional in the highly integrated field of connecting "people" and "things," merging cyber (digital) and physical (analog) technologies. We contribute to economic development and the resolution of social issues through the realization of Society 5.0 in collaboration with our customers.

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