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MECHATRONIC SYSTEM OF GRAIN COMBINE ADAPTIVE DRIVING CONTROL

Abstract

The basic external actions on the grain combine mechatronic control system, and their effect on the motion pattern and the production process are considered. The research objective is the problem solution on the adaptive control of the motion path and tool load ratio of the grain combine based on fuzzy logic inference. A method of the mechatronic system driving control, and the algorithm of its implementation is proposed. The structure and the interconnection of the mechatronic system elements of the grain combine driving control are observed. The simulation model of the mechatronic system implemented in MatLab Simulink with Fuzzy Logic Toolbox, and the simulation results are given. The regression analysis results, and the quality assessment according to SSE by R-square and RSME approximation adequacy criteria are presented. Confidence intervals for the obtained parameter values are also calculated. The implementation of the grain combine mechatronic system is considered.

About the Authors

Dmitry Yakovlevich Parshin
Don State Technical University.
Russian Federation


Denis Gennadyevich Shevchuk
Don State Technical University
Russian Federation


References

1. Parshin, D.Y., Shevchuk, D.G. Mnogoparametricheskaya sistema adaptivnogo upravleniya zernouborochnym kombaynom. [Multiparameter adaptive control system of grain combine.] Vestnik of Don State Tech. University, 2011, vol. 11, no. 10 (61), pp. 1817–1823 (in Russian).

2. Shevchuk, D.G., Parshin, D.Y. Matematicheskaya model sistemy avtomaticheskogo vozhdeniya zernouborochnogo kombayna. [Mathematical model of self-steering system of grain combine.] Chetvertaya Vserossiyskaya multikonferentsiya po problemam upravleniya : materialy 4-y Vserossiyskoy multikonferentsii. [IV All-Russian multiconference on control problems: Proc. IV All-Russ. Multiconf.] Taganrog, 2011, vol. 2, pp. 385–387 (in Russian).

3. Shevchuk, D.G., Parshin, D.Y. Matematicheskaya model selskokhozyaystvennoy mashiny. [Mathematical model of agricultural machine.] Matematicheskiye metody v tekhnike i tekhnlogiyakh : sb. trudov XXIV Mezhdunar. nauch. konf. [Mathematical techniques in methods and technologies: Proc. XXIV Int. Sci. Conf.] Kiev, 2011, vol. 5, pp. 127–129 (in Russian).

4. Shevchuk, D.G., Parshin, D.Y. Matematicheskaya model upravleniya zagruzkoy zernouborochnogo kombayna. [Mathematical model of grain combine loading control.] Matematicheskiye metody v tekhnike i tekhnlogiyakh : sb. trudov XXV Mezhdunar. nauch. konf. [Mathematical techniques in methods and technologies: Proc. XXV Int. Sci. Conf.] Volgograd, 2012, vol. 4, pp. 186–187 (in Russian).

5. Shevchuk, D.G., Parshin, D.Y. Matematicheskaya model dinamiki materialnykh potokov v zernouborochnom kombayne. [Mathematical model of material flows in grain combine.] Vestnik of Don State Tech. University, 2012, no. 2 (63), iss. 2, pp. 66–73 (in Russian).

6. Shevchuk, D.G., Parshin, D.Y. Nechetkoye adaptivnoye upravleniye zernouborochnym kombaynom. [Fuzzy adaptive control of grain combine.] Vestnik of Don State Tech. University, 2012, no. 7 (68), pp. 80–89 (in Russian).


Review

For citations:


Parshin D.Ya., Shevchuk D.G. MECHATRONIC SYSTEM OF GRAIN COMBINE ADAPTIVE DRIVING CONTROL. Vestnik of Don State Technical University. 2012;12(8):73-82. (In Russ.)

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ISSN 2687-1653 (Online)