Implementing AI in harsh environments: Solutions using rugged environmental edge AI industrial PCs.
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 stringent environmental durability, which presents a challenge for the implementation of edge AI. On the other hand, 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 heat dissipation from high-heat-generating components such as GPUs and AI chips while ensuring extremely strict environmental durability. This involves temperature control, vibration mitigation, and mechanical design, which are important factors 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 industrial PCs with AI chips that excel in environmental durability.
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■Introducing an example of the latest AI chip we have equipped■ 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 specifically developed by Hailo 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! Operates at temperatures from -40°C to 85°C (Feature 3) Long-term supply planned! Expected lifespan of up to 10 years for the chip ■Would you like to experience the latest AI chip, Hailo?■ Analog Tech has released the Hailo-8 evaluation development kit for 97,900 yen (including tax). We have packaged a development environment to easily start developing AI applications using Hailo-8 as an evaluation development kit. The development kit includes PC hardware equipped with a Hailo-8 Mini-PCIe module as the execution environment for running Hailo-8, and utilizes an SDK that supports model conversion from industry-standard AI frameworks to the Hailo format.
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◎Safety Monitoring Monitoring safety in various facilities, including detecting workers' intrusion into hazardous areas and observing workers' behavior that deviates from normal patterns. Interlinked with PLC according to the danger level, it activates lamps, buzzers, and locks doors, coordinating with machine control. ◎Construction and Surveying Detection of intrusion into hazardous areas at construction sites. Control and assistance of construction machinery using image AI. Utilizing image AI to reduce the burden on workers and prevent accidents. Connecting image AI for environments where outdoor implementation is assumed, and control to provide direct 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, and connecting control to provide direct feedback to machines. ◎Vehicle Robotics Roboticization of various vehicles, including cars, buses, logistics robots, and unmanned forklifts, utilizing autonomous driving technology. Additionally, using image AI to assist vehicle users with tasks such as loading and unloading passengers and cargo. ◎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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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 will contribute to economic development and the resolution of social issues through the realization of Society 5.0 in collaboration with our customers.