Practical insights on processing high frequency sensor streams, Fast Fourier Transform edge processing, and predictive AI inference for industrial assets tags: iot, python, architecture, machinelearning Handling time-series data in Industrial IoT (IIoT) is not the same as standard API metrics. When you're monitoring high rpm industrial turbines or hydraulic pumps, accelerometers can have thousands of samples per second (1 kHz to 20 kHz) Trying to directly stream these arrays of vibration da...