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Digital Twin Example for Engineers

40 pointsby itsmejeffalmost 7 years ago

3 comments

wencalmost 7 years ago
A &quot;digital twin&quot; is a online mathematical model&#x2F;function&#x2F;simulation that is continuously fed with sensor input data.<p>It&#x27;s a new term for an old idea that has been around for decades in manufacturing; but what&#x27;s old is new again in the context of IoT devices.<p>And it&#x27;s only the first step -- manufacturing has gone a few steps farther.<p>Digital twins are primarily concerned with constructing a digital <i>representation</i> of a physical process&#x2F;asset.<p>Model-based predictive control [1] (developed in 1980) has been used commercially to not only automatically control said assets, but do so optimally (by iteratively solving an optimization problem based on a mathematical model at every time period, and then reading new measurements off the feedback loop to update itself).<p>This type of optimal control technology is the reason why oil refineries are run so efficiently today.<p>[1] <a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Model_predictive_control" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Model_predictive_control</a>
chatmastaalmost 7 years ago
Relevant wiki article for those wondering wtf a “digital twin” is: <a href="https:&#x2F;&#x2F;en.m.wikipedia.org&#x2F;wiki&#x2F;Digital_twin" rel="nofollow">https:&#x2F;&#x2F;en.m.wikipedia.org&#x2F;wiki&#x2F;Digital_twin</a>
joshualmost 7 years ago
The first three paragraphs could be replaced with an actual explanation of what it is.
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