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(Institut Teknologi Adhi Tama Surabaya, Indonesia)(2) Efrita Arfah Zuliari
(Institut Teknologi Adhi Tama Surabaya, Indonesia)(3) Riza Agung Firmansyah
(Institut Teknologi Adhi Tama Surabaya, Indonesia)(4) Muhammad Hasbi Nasiruddin
(Institut Teknologi Adhi Tama Surabaya, Indonesia)*corresponding author
AbstractThe arm manipulator application that has 1 degree of freedom (DOF) can be used to flip folders in folding machines. The used actuator in folding machine is a Brushed DC motor. The Fuzzy-PD control system in this application is using Arduino Mega2560 microcontroller. Application of Fuzzy-PD control system on folding machine is able to move 5 flip folders. This Fuzzy-PD control system is able to improve the system response when there is a load, where the difference is only 7.73% from the no load condition. In addition, to implement this flip folder, a stochastic based method (ARX) is also applied on this system so it can be simulated directly. The simulation results from this folding machine model have a time constant of 0.510s, rise time of 1.501s, settling time of 1.5320s and delay time of 0.353s.
KeywordsFuzzy PD, ARX, Folding Machine, Five Flip Folders, Microcontroller;
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DOIhttps://doi.org/10.29099/ijair.v3i2.90 |
Article metrics10.29099/ijair.v3i2.90 Abstract views : 1086 | PDF views : 204 |
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References
T Tambunan, “ SMEs Development In Indonesia: Do Economic Growth And Government Support Matter? â€, International Journal of Asia Pacific Studies: IJAPS, vol. 4, pp. 111-133, 2008.
Shankar Chelliah, et al., “ Internationalization and Performance: Small and Medium Enterprises (SMEs) in Malaysiaâ€, International Journal of Business and Management, vol. 5, pp. 27-37, 2010.
A Islam, et al., “ Effect of Entrepreneur and Firm Characteristics on the Business Success of Small and Medium Enterprises (SMEs) in Bangladesh â€, International Journal of Business and Management, vol. 6, pp. 289-299, 2011.
W S Pambudi and T Suheta, “ Implementation of Fuzzy-PD for Folding Machine Prototype Using LEGO EV3 “, TELKOMNIKA Indonesian Journal of Electrical Engineering, vol. 16, pp. 1625-1632, 2018.
P Kumar, et al., “ Speed Control of DC Motor Using PID & Smart Controller “, International Journal of Scientific & Engineering Research, vol. 5, pp. 1044-1053, 2014.
Manafeddin Namazov and Onur Basturk, “ DC motor position control using fuzzy proportional-derivative controllers with different defuzzification methods “, Turkish Journal of Fuzzy Systems, vol. 1, pp. 36-54, 2010.
Wang Xiao-kan, et al., “ Design and Research Based on Fuzzy PID-parameters Self-tuning Controller with MATLAB â€, 2008 International Conference on Advanced Computer Theory and Engineering. Phuket, 2008, pp. 996-999.
Q. Chen, W. Li and G. Chen, “ FUZZY P+ID Controller for a Constant Tension Winch in a Cable Laying System “ , in IEEE Transactions on Industrial Electronics, vol. 64, no. 4, pp. 2924-2932, April 2017.
Paul-l-Hai Lin, et al., “ Comparison on fuzzy logic and PID controls for a DC motor position controller “, Proceedings of 1994 IEEE Industry Applications Society Annual Meeting. Denver, 1994, pp.1930-19335.
Estelle M Eke, “ Using Simulink, Matlab, and LEGO Mindstorms to teach a Project-Based Control Systems Design Course “, 122nd ASSE Annual Conference & Exposition, Seattle. 2015. Paper ID #1981.
Iswanto, et al., “ Quadrotor Path Planning Based on Modified Fuzzy Cell Decomposition Algorithm “, TELKOMNIKA Indonesian Journal of Electrical Engineering, vol. 14, no. 2, pp. 655-664, 2016.
A Adriansyah, et al., “ Goal-Seeking Behavior-Based Mobile Robot Using Particle Swarm Fuzzy Controller “, TELKOMNIKA Indonesian Journal of Electrical Engineering, vol. 13, no. 2, pp. 528-538, 2015.
Ouamri Bachir, “ Adaptive Neuro-fuzzy Inference System Based Control of Puma 600 Robot Manipulator “, International Journal of Electrical and Computer Engineering (IJECE), vol. 2, no. 1, pp. 90-97, 2012.
W Cao, et al., “ Back-Stepping Control Of Free-Floating Space Robot Based On Adaptive Neural Network “, TELKOMNIKA Indonesian Journal of Electrical Engineering, vol. 15, no. 1, pp. 18-27, 2017.
RY Adhitya, “ Neural Network Implementation for Invers Kinematic Model of Arm Drawing Robot “, International Symposium on Electronics and Smart Devices (ISESD), pp. 153-157, 2016.
Essam Natsheh and Khalid A. Buragga, “ Comparison between Conventional and Fuzzy Logic PID Controllers for Controlling DC Motors “, IJCSI International Journal of Computer Science Issues, vol. 7, no. 5, pp. 128-134, 2010.
W A Wali, et al., “ Comparison between PID and Fuzzy Logic Controllers for Advance Microwave Biodiesel Reactor “, 2011 IEEE Symposium on Computers & Informatics. Kuala Lumpur Malaysia, pp. 346-351, 2011.
Eshani Mishra and Sachin Tiwari, “ Comparative Analysis of Fuzzy Logic and PI Controller Based Electronic Load Controller for Self-Excited Induction Generator “, Hindawi Advances in Electrical Engineering, Volume 2017, pp. 1-9, 2017.
Emre Kiyak and Gokhan Gol, “ A comparison of fuzzy logic and PID controller for a single-axis solar tracking system “, Renewables: Wind, Water and Solar a Springer Open Journal, vol. 3, no. 7, pp. 2-14, 2016.
P. Rajesh Kumar and S. L. V. Sravan Kumar, “ Comparative Study of PID Based VMC and Fuzzy Logic Controllers for Flyback Converter “, International Journal of Instrumentation, Control and Automation (IJICA), vol. 1, no. 2, pp. 29-36, 2011.
Gaurav, Amrit Kaur, “ Comparison between Conventional PID and Fuzzy Logic Controller for Liquid Flow Control: Performance Evaluation of Fuzzy Logic and PID Controller by Using MATLAB/Simulink “, International Journal of Innovative Technology and Exploring Engineering (IJITEE), vol. 1, no. 1, pp. 84-88, 2012.
W S Pambudi, et al., “ Identification of Flip Folder Model on Folding Machine “, The 1st International Conference on Advanced Engineering and Technology (ICATECH), Surabaya. 2018.
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