The Technical Center is a laboratory that has been conducting R&D on innovation of
maintenance work at JR East and supporting front-line work for more than 27 years since its …

IoT and big data have already become household words and people are becoming
increasingly interested in how to effectively use enormous amounts of collected data …

How will machines and plants be maintained in the future? Opinions differ widely. Some are
propagating industry 4.0 as a key technology, others are very skeptical about the huge data …

In the industrial domain, maintenance is essential to guarantee the correct operations,
availability, and efficiency of machinery and systems. With the advent of Industry 4.0 …

Driven by the great advance of machine learning in a wide range of application areas, the
need for developing machine learning frameworks effectively as well as easily usable by …

The large-scale application of industrial robots has created a demand for more intelligent
and efficient health monitoring, which is more efficiently met by data-driven methods due to …

Condition monitoring and predictive maintenance enable to focus on the operating and
degradation conditions of a specific asset and designing maintenance policies that are …

The amount of data in the world is expanding rapidly. Every day, huge amounts of data are
created by scientific experiments, companies, and end users' activities. These large data …

New technologies are driving the advancing digitalization of both consumer and industrial
environments. Especially in maintenance, new possibilities to predict malfunctions and …

Sažetak Collecting complex information on the status of machinery is the enabler for
advanced maintenance activities, and one of the main players in this process is the sensor …