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- Hiroshi Murata
Hiroshi Murata
Digital Transformation Unit, IoT Group Leader, Senior Research Scientist, PhD (Informatics)
Born in Gifu
Tokyo University of Science, Graduate School of Engineering Science and Technology, Department of Electronic and Applied Engineering (Master's Program), The Graduate University for Advanced Studies, Graduate School of Complex Sciences, Department of Informatics (Doctoral Program)
[Field of reseach] Image Analysis, Speech Analysis, AI
Project
Towards a comfortable society brought about by data analysis
He studied speech analysis at university. Since he joined the institute, he has engaged in the analysis and diagnosis of various data such as sound and images based on his experiences. At present, he is conducting academic and practical research which includes the development of non-invasive electrical monitoring systems using artificial intelligence (AI) (support vector machine) and diagnosis using rust images and acoustic emissions.
[Awards and Accolades]
The 65th Electrical Science and Technology Encouragement Award,
The theme of the paper is "Extension of support vector machines and their application to the power field".
Research
Reports
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Selection of Sensor which Influences Discovery of Signs of Trouble Condition for Hydroelectric Power Plant
Research Report : R11019 -
Development of Optimal Gasifier Operation Supporting System -Study of Criterion Validity for Ignition Timing of Slag Melting Burner-
Research Report : R07019 -
Development of Classification Method for AE Signal from Optical Fiber Sensor for Condition Monitoring of High-temperature Components
Research Report : R07020