Compressing data without having to compromise

Solution:

Mind Foundry developed a customised intelligent sampling solution that was able to reduce streams of continuous data, sampled at arbitrary frequencies, by an order of magnitude appropriate to the complexity of the underlying signal in the data.

The solution was to be deployed on an edge device, so the algorithm was required to process a data stream generating several gigabytes per hour using a single core of a single processor running at less than 200MHz. Nevertheless, the algorithm was able to run in real time under these extreme constraints on computational resources.

Results:

The technology enabled the client to develop advanced health monitoring checks for their complex machinery using the newly available data. Including:

• Running the solution on a 200MHz processor.

• 10x reduction recorded in the size of data.

• Successful digital twin made possible by intelligent compression.