The Lab VIEW project began in April 1983 and the latest version Lab VIEW 2014 SP1 was released in 2015.National Instruments (NI) offers certifications in Lab VIEW - Certified Lab VIEW Architect (CLA) and Certified Professional Instructor (CPI) The dataflow programming language in Lab VIEW is known as “G”. Lab VIEW programs are called as virtual instruments (VIs).
In general, Machine Learning, is all about intelligent algorithms implemented in a computer, either locally or in the cloud, so-called Cloud Computing.
These algorithms work with large amounts of data ("Big Data") in order to make intelligent decisions. Very often someone else is wondering about the same as you - or perhaps someone else has experienced the same thing and found a solution for the problem? Perhaps a fellow student can help you if you ask your questions here?
See more Videos (You Tube Playlist) regarding the Machine Learning in Automation Systems Topics. Below you find useful Resources (Topics, Software, Hardware and Additional Resources) for solving the Assignment. Even if the contents below is well structured, sometime you may find it useful to use the Google search engine like this: "MPC site:https:// - just replace "MPC" with the topic you want to search for.
The following Tutorials both describe the basic theory together with many practical examples (more or less complete solutions to this assignment.
Download one of the examples and use it as a template for your own application (remove the parts you don't need and add the functionality you want using the example as a foundation for your work).
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In this Assignment you will use more traditional and well known “Machine Learning” principles such as System Identification, State Estimation with Kalman Filter and Model Predictive Control, and see how these techniques can be seen in the wider concept of Machine Learning. The Video below gives an introduction to this Lab Assignment (Please see the Lab Assignment for all the tiny details not covered in the Video): Note!
Make sure to open the Lab Assignment for the latest and most updated information.
The next step is to improve the code structure by using the State Machine principles.
You should also try to use some of the features that makes your Lab VIEW program better, such as Local/Gloabal variables, Property Nodes, Arrays, String Manipulation, Shift Registers, Error Handling, Sub VIs.