Deep Q-Network Based Rotary Inverted Pendulum System and Its Monitoring on the EdgeX Platform

Author(s):  
Ju-Bong Kim ◽  
Do-Hyung Kwon ◽  
Yong-Geun Hong ◽  
Hyun-Kyo Lim ◽  
Min-Suk Kim ◽  
...  
2013 ◽  
Vol 64 (1) ◽  
pp. 12-19 ◽  
Author(s):  
Slávka Jadlovský ◽  
Ján Sarnovský

The purpose of this paper is to present the design and program implementation of a general procedure which yields the mathematical model for a classical or rotary inverted pendulum system with an arbitrary number of pendulum links. Lagrange equations of the second kind with an integrated Rayleigh dissipation function are employed in model design, and the energetic balance relations, derived for the base and all pendulum links in a generalized (n-link) classical and rotary inverted pendulum system, are implemented in form of symbolic MATLAB functions and a MATLAB GUI application. The validity and accuracy of motion equations generated by the application are demonstrated by evaluating the open-loop responses of simulation models of classical double and rotary single inverted pendulum.


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