Siemens Aktiengesellschaft

Siemens Healthcare Diagnostics Gmbh

Sudev Nair

Mohamed Khalil

Henning Ochsenfeld

Marcel Hildebrandt

Christoph Heinrich

Vincent Malik

Thorsten Reimann

Anant Kumar Mishra

Chethan Ravi B R

Vidyabhushana Hande

Krishna Phanindra Sri Paravastu

Christian Andreas Wolf Pozzo

Iniyan Ramasamy

Stefan Cordes

Arianna Bosco

Yogesh Kamath

A system, apparatus, and method of determining a condition of at least one bearing in a system are provided. The method includes receiving operation data associated with the system from one or more sensing units associated with the system and determining an operation profile of the at least one bearing from the operation data. The operation profile includes a vibration response, a thermal response, and/or a frequency response associated with the at least one bearing. An impact force profile is determined during operation of the at least one bearing based on the operation profile and a virtual bearing model trained on operation profiles and impact force profiles associated with a group of bearings comparable with the at least one bearing. The condition of the at least one bearing is determined based on the impact force profile.

System, apparatus, and method of determining condition of a bearing

A system, apparatus, and method for estimating remaining useful life of a bearing are provided. The method includes receiving a request for analyzing a defect in the bearing from a source. The request includes operational data associated with the bearing. An impact of the defect on the bearing is monitored over a period of time. A time period during which the impact of the defect on the bearing is higher than a threshold range is determined using a machine learning model. A severity of the impact associated with the defect is computed during the time period. A remaining useful life of the bearing is determined based on the severity and the operational data during the time period.

System, apparatus and method for estimating remaining useful life of a bearing

An apparatus and a method for processing slurry are provided. The apparatus includes a support frame including a vertical member and a horizontal member. The apparatus also includes a mounting unit mounted on the vertical member, a mixing chamber disposed on the horizontal member, a controller mounted on the mounting unit, and a stirrer attached to the controller. The mounting unit is operable to position the stirrer with respect to the mixing chamber such that the stirrer is in contact with a slurry in the mixing chamber during the mixing operation.

Apparatus for processing slurry and a process thereof

Growing community of inventors

Karnataka, India

Sudev Nair