tinyAI Forum on PdM & Anomaly Detection: A pioneering new approach to control system circuit…
A pioneering new approach to control system circuit design and analysis, built for a data-driven world
Taner DOSLUOGLU, Founder & CEO, weeteq
Martin MACDONALD, Marketing Director, weeteq
Summary: weeteq’s approach to TinyML, enables circuit-level, sensor-independent, predictive performance planning and unsupervised performance improvement for every closed-loop control system, successfully accessing and optimising circuit-level operational data, from within the control loop for the very first time.
weeteq is pioneering a new technology category of ‘circuit-level machine learning’, accelerating the digital transformation of global industries, ranging from smart manufacturing and industrial automation to domestic appliances and smart homes. Our technology enables circuit-level, sensor-independent, predictive performance planning and unsupervised performance improvement for every closed-loop control system.
Our presentation focuses on furthering the TinyML approach, to include its application at the micro-controller level, not only providing access to circuit-level operational data, but also enabling real-time in-the-loop analysis and optimisation for the very first time.
We call this technology Ultra Edge®.
Ultra Edge® initial use cases centre on motor and motion control applications within industrial and commercial automation industries. Industries at the forefront of innovation. Innovation in this space, often focuses on deploying sensor, network and cloud infrastructure to better understand and take action within their operating environments. weeteq challenges this approach, developing circuit-level machine learning solutions which support device-level data analysis and optimisation.
we champion the belief that ‘every machine matters’.
Motor control optimisation results will be presented, which demonstrate how, through the application of TinyML techniques with weeteq’ supplementary control architecture, unsupervised devices can self-optimise, increase productivity and reduce energy consumption.
The TinyML community will have the opportunity to participate in collaboration projects with weeteq and its global technology partners.
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