IoT Data Simulator (SignaSmartTwin)
Getting the right failure data or the data of a defective “Thing” is the most difficult thing in IoT analytics. The problem is compounded by the fact that, currently, critical asset monitoring gets precedence over ordinary assets. Critical assets like bridges, big machines, etc. can’t be destroyed to generate the failure data for the hungry data scientists!
Besides, to build the IoT system at scale, one needs to regress the system with 10,000 or more sensor data to see whether cloud services or gateway services are holding well.
A Failure data simulator is extremely important for serious IoT development. With SignaSmartTwin one can access existing failure data. New failure data can be simulated systematically as well.