IoT solution for production site
Solve the problem of analog data analysis with edge computing
Olive@Factory is a solution for Factory IoT that realizes predictive maintenance of production sites.
At the production site, it becomes difficult to maintain systems by the traditional method of spotting deteriorated function by an engineer experienced in the area.
By utilizing machine learning, Olive@Factory grasps the function deterioration of production equipment and signs of abnormality and predicts breakdown. By detecting abnormality at an early stage, costly downtime can be avoided, maintenance cost can be reduced, and equipment availability can be improved.
Analog data analysis has various challenges in acquired data and real-time characteristics. Olive@Factory can solve each problem and efficiently analyze necessary data.
At the production site, the waveform of the measurement data that is obtained from the sensor will contain various patterns depending on the installation location and surrounding environment. Therefore, in order to judge the breakdown of facilities and its possibility, knowledgeable and experienced technicians are necessary, and it is one of direct causes of down time and increase in cost of quality control.
Olive@Factory can analyze acquired data on its own machine learning and carry out judgment according to the environment in a much shorter time than human operation. You can also easily identify the cause by using multiple sensors.
Sensor data of physical phenomena occurring consecutively such as temperature and vibration is large, and even if it is sent to another place every time when analyzing it, it will not be enough for the communication bandwidth. Also, through the network, a time lag occurs from generation to feedback.
Since Olive@Factory analyzes by machine learning on the spot, delay due to the network does not occur, and feedback with real-time nature can be performed. You can operate efficiently by sending only the necessary information to the cloud.
To determine whether Olive@Factory can be used at your production site, we propose PoC (Proof Of Concept) first.
We also conduct operation consultation in the operation environment for the selection of sensors, acquisition and analysis and visualization of data, and collaboration with the cloud.
Please contact us.