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A New Functional Neural Network with Application to "Remaining Useful Life" Estimation

By Qiyao Wang R&D Division, Hitachi America, Ltd. In today's world, large amounts of repeatedly observed data over time is collected across multiple domains and is being utilized in many different practical applications. Specifically, in the industrial Internet-of-Things (IoT) area, we frequently...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceDigital service platformsManufacturingIndustrial IoT

Chaskey Message Authentication Technology Developed for IoT Systems Supporting Key Infrastructure Adopted by ISO/IEC for Lightweight Cryptography

News release overview Chaskey Message Authentication Technology Developed for IoT Systems Supporting Key Infrastructure Adopted by ISO/IEC for Lightweight Cryptography Enables high-speed processing with little memory when compared with standard encryption technologies Hitachi and KU Leuven today ...
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hitachi-rd-en @ hitachi-rd-en
News ReleaseSoftware & SystemsPublic sectorMobilitySecurityResilienceNews & EventsNews Release（Software & Systems）News Release（Public sector）News Release（Mobility）

From Playing "Go" to Automating Water Plants: The Application of Reinforcement Learning

By Phong Nguyen Research & Development Group, Hitachi, Ltd. Automation in water purification plants (WPPs) can help reduce the problem of expert shortage in the future, as well as optimize operating costs. WPPs usually have two main purposes: to supply sufficient water and to maintain good water ...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceManufacturing

Zero-shot Pose-classification based on Wearable Sensors

By Hiroki Ohashi Research & Development Group, Hitachi, Ltd. Human-action recognition (HAR) can be used in a wide range of applications such as life log, healthcare, video surveillance, and worker assistance. Recent advances in deep neural networks (DNN) have drastically enhanced the performance ...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data science

Development of a Fast Matching Technique for Real-time Recognition of Objects with Complicated Shape

To automate human works in factories and logistics warehouses by robots Hitachi, Ltd. today announced the development of a fast matching technique between the image data captured by a 3-D camera(1) and the object shape data classified by AI. By using this technique, the complicated objects with f...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsAI & Data scienceElectronicsElectronicsControl systems & MechatronicsReal-time Recognition of ObjectsIndustrial robot

Toward a realization of service that can evaluate information credibility on the Internet, technology for estimating evidence and background information corresponding to the given summary document

Awarded first place in the precision-based evaluation*1 criterion of the National Institute of Informatics NTCIR-14 QALab competition Hitachi, Ltd. today announced the development of technology that detects evidence and background of a given summary document such as "Matome” site (user generated ...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsAI & Data scienceDigital service platforms

Equipment Health Indicator Learning using Deep Reinforcement Learning

By Chi Zhang R&D Division, Hitachi America, Ltd. One of the important objectives in industrial operations is to minimize unexpected equipment failure. Unexpected downtime due to equipment failure can be very expensive for example, an unexpected failure of a mining truck in the field can have a co...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceManufacturingFailure prediction

How Can We Detect Anomalous Sounds More Efficiently?

By Yohei Kawaguchi Research & Development Group, Hitachi, Ltd. Nowadays, a shortage of skilled workers has become a serious societal issue that necessitates an automated system for machinery maintenance. Sound-monitoring systems for checking a machine's operational condition ("machine health" her...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceManufacturing

Welcome to Hitachi’s Industrial AI Blog!

By Chetan Gupta, Ph.D. R&D Division, Hitachi America, Ltd. I am thrilled to be writing the inaugural article welcoming you to our new blogsite focusing on "Industrial AI". For more than a century, Hitachi has been a leader in the industrial domain with products, services and solutions in numerous...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data science

Presentation of Strategies for R&D

News release overview Presentation of Strategies for R&D 2019 Research & Development Strategy (PDF format, 7,158kBytes)
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hitachi-rd-en @ hitachi-rd-en
News ReleaseStrategies for R&DNews & Events

Research team led by the Hitachi Cambridge Laboratory demonstrates an innovative hybrid circuit for quantum computers

News release overview Research team led by the Hitachi Cambridge Laboratory demonstrates an innovative hybrid circuit for quantum computers Hitachi Europe today announced that researchers at the Hitachi Cambridge Laboratory, working in collaboration with academic partners at the University of Cam...
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hitachi-rd-en @ hitachi-rd-en
News ReleaseElectronicsSoftware & SystemsBackcasting R&DQuantum computerDigital technologies・people and society evolve togetherNews & EventsNews Release（Electronics）News Release（Software & Systems）

Kazuo Hiramoto Receives Medal with Purple Ribbon

News release overview Kazuo Hiramoto Receives Medal with Purple Ribbon Hitachi today announced that Kazuo Hiramoto, Ph.D., Research & Development Group was awarded the Medal with Purple Ribbon at the Spring Medals of Honors commendations in the first year of Reiwa. The Medal with Purple Ribbon is...
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hitachi-rd-en @ hitachi-rd-en
News ReleaseEnergyHealthcareParticle therapy systemNews & EventsNews Release（Energy）News Release（Healthcare）
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