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NAME

Research unit in data analytics 4.0 for grinding

DESCRIPTION

Research and development unit for advanced applications of data analytics 4.0 for the improvement of grinding applications. This unit is equipped with a high-performance Blohm Planomat grinding machine and a high-speed cylindrical Danobat (including contouring with a CBN wheel), fully sensorized for extensive data collection and efficiency analysis of grinding applications, including new generation grinding wheels, new lubrication and refrigeration strategies. The sensorization includes Kistler dynamometers, various types of diamond dressing tools, data acquisition systems, power meters, latest generation systems for measuring in-process temperatures, wear measurement systems and data analytics systems (Machine Learning). The unit is complemented with numerical calculation software for the study and simulation of contact conditions (GranOO), commercial software (Ansys) and self-development for the analysis of in-process temperatures and applications developed in Python for Machine Learning and Deep Learning.

MOST OUTSTANDING EQUIPMENT AND COMPONENTS

Blohm Planomat Orbit Planing Grinder and High Speed Danobat Cylindrical Grinding Machine +

Blohm Planomat Orbit Planing Grinder and High Speed Danobat Cylindrical Grinding Machine

Free software and proprietary development for data analytics 4.0 Anaconda, Python +

Free software and proprietary development for data analytics 4.0 Anaconda, Python

Free software for DEM contact analysis (GranOO) +

Free software for DEM contact analysis (GranOO)

Complete and integrated sensor system +

Complete and integrated sensor: dynamometer, power meter, acoustic emission, two-color pyrometer, acquisition system, etc.

Commercial software (Ansys) and proprietary development (GrndTemps) +

Commercial software (Ansys) and proprietary development (GrndTemps)

SERVICES OFFERED BY THE ASSET

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319

Investigation into new grinding wheel formulations

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320

Research into new ecological lubrication methods

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318

Research in machine data monitoring and analytics 4.0

ENTITY MANAGING THE ASSET

UPV/EHU

Escuela de Ingeniería de Bilbao, Edificios I y II, Plaza del Ingeniero Torres Quevedo, s/n

48013 BILBAO, BIZKAIA

Contact person:

José Antonio Sánchez Galíndez

joseantonio.sanchez@ehu.eus

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