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Simultaneous parametric optimization of IPMC actuator for compliant gripper

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Abstract

Ionic Polymer Metal Composite (IPMC) exhibits artificial muscle behavior while subjected to change in voltage, frequency and doping solutions. Here, an attempt has been made to actuate a miniscule compliant gripper by a pair of IPMC strips. To obtain substantial displacement and force to actuate the compliant gripper, a full factorial experimental layout was laid by considering three levels of voltage (1.5 V-3 V-4.5 V), frequencies (0.1 Hz-0.01 Hz-0.001 Hz) and doping solutions (KCl, NaCl and Distilled Water). Grey Relational Analysis was adopted to turn multi-objectives (force and displacement) into a single objective and the best parametric combination was found as ds-1-f+1-v+1 [KCl 1.5 (N)-0.001 Hz-4.5 V]. Response Surface Modeling (RSM) and ANOVA was adopted to correlate the force and displacement in terms of the process parameters (Voltage and Frequency). At the optimized parametric condition, IPMC strips provided actuating force and displacement of 4.8 mN and 3.24 mm respectively. A small compliant two-jaw gripper was modeled in CATIA V5-R20 and through ANSYS 14.0, it was observed that, at 1.5 mm gripper thickness, each jaw-tip flexed by 1.56 mm. Afterwards, the gripper was fabricated with PDMS material and IMPCs were able to flex each jaw by 0.87 mm. The gripper was observed to grip objects with maximum of 1.247 gms of weight.

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References

  1. Bhandari, B., Lee, G.-Y., and Ahn, S.-H., “A Review on IPMC Material as Actuators and Sensors: Fabrications, Characteristics and Applications,” Int. J. Precis. Eng. Manuf., Vol. 13, No. 1, pp. 141–163, 2012.

    Article  Google Scholar 

  2. Biswal, D. K., Bandopadhya, D., and Dwivedy, S. K., “Preparation and Experimental Investigation of Thermo-Electro-Mechanical Behavior of Ag-IPMC Actuator,” Int. J. Precis. Eng. Manuf., Vol. 13, No. 5, pp. 777–782, 2012.

    Article  Google Scholar 

  3. Shahinpoor, M. and Kim, K. J., “Ionic Polymer-Metal Composites: I. Fundamentals,” Smart Materials and Structures, Vol. 10, No. 4, pp. 819–833, 2001.

    Article  Google Scholar 

  4. Lughmani, W. A., Jho, J. Y., Lee, J. Y., and Rhee, K., “Modeling of Bending Behavior of IPMC Beams using Concentrated Ion Boundary Layer,” Int. J. Precis. Eng. Manuf., Vol. 10, No. 5, pp. 131–139, 2009.

    Article  Google Scholar 

  5. Kim, H.-I., Kim, D.-K., and Han, J.-H., “Study of Flapping Actuator Modules using IPMC,” Proc. of SPIE 14th International Symposium on: Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring, Vol. 6524, Paper No. 65241A, 2007.

    Google Scholar 

  6. He, Q., Yu, M., Song, L., Ding, H., Zhang, X., and Dai, Z., “Experimental Study and Model Analysis of the Performance of IPMC Membranes with Various Thickness,” Journal of Bionic Engineering, Vol. 8, No. 1, pp. 77–85, 2011.

    Article  Google Scholar 

  7. Bhattacharya, S., Bepari, B., and Bhaumik, S., “IPMC-Actuated Compliant Mechanism-based Multifunctional Multifinger Microgripper,” Mechanics based Design of Structures and Machines, Vol. 42, No. 3, pp. 312–325, 2014.

    Article  Google Scholar 

  8. Chen, Q., Xiong, K. Bian, K., Jin, N., and Wang, B., “Preparation and Performance of Soft Actuator based on IPMC with Silver Electrodes,” Frontiers of Mechanical Engineering in China, Vol. 4, No. 4, pp. 436–440, 2009.

    Article  Google Scholar 

  9. Jiang, Y., Feng, Z.-h., and He, J., “Experimental Research on the IPMC Actuator’s Dynamic Characters,” Journal of Wuhan University of Technology, Vol. 29, No. 2, pp. 5–7, 2007.

    Google Scholar 

  10. Nemat-Nasser, S., Zamani, S., and Tor, Y., “Effect of Solvents on the Chemical and Physical Properties of Ionic Polymer-Metal Composites,” Journal of Applied Physics, Vol. 99, No. 10, Paper No. 104902, 2006.

    Article  Google Scholar 

  11. Çilingir, H. D. and Papila, M., “Equivalent Electromechanical Coefficient for IPMC Actuator Design based on Equivalent Bimorph Beam Theory,” Experimental Mechanics, Vol. 50, No. 8, pp. 1157–1168, 2010.

    Article  Google Scholar 

  12. Deng, J. L., “Control Problems of Grey Systems,” Systems & Control Letters, Vol. 1, No. 5, pp. 288–294, 1982.

    Article  MATH  Google Scholar 

  13. Deng, J. L., “Introduction to Grey System Theory,” The Journal of Grey System, Vol. 1, No. 1, pp. 1–24, 1989.

    MATH  MathSciNet  Google Scholar 

  14. Montgomery, D. C., “Design and Analysis of Experiments,” Wiley New York, pp. 427–500, 2009.

    Google Scholar 

  15. Wen, K.-L., Chang, T.-C., and You, M.-L., “The Grey Entropy and Its Application in Weighting Analysis,” Proc. of IEEE International Conference on Systems, Man, and Cybernetics, Vol. 2, pp. 1842–1844, 1998.

    Google Scholar 

  16. Maheswari, N., Reddy, A. N., Sahu, D. K., and Ananthasuresh, G., “Miniature Compliant Grippers with Force-Sensing,” Proc. of 14th National Conference on Machines and Mechanisms, pp. 431–439, 2009.

    Google Scholar 

  17. Khare, P., Madhab, G. B., Kumar, C. S., and Mishra, P. K., “Optimizing Design of Piezoelectric Actuated Compliant Microgripper Mechanism,” Proc. of 13th National Conference on Mechanisms and Machines, 2007.

    Google Scholar 

  18. Goldfarb, M. and Celanovic, N., “Modeling Piezoelectric Stack Actuators for Control of Micromanipulation,” IEEE Control Systems, Vol. 17, No. 3, pp. 69–79, 1997.

    Article  Google Scholar 

  19. Fung, C.-P., “Manufacturing Process Optimization for Wear Property of Fiber-Reinforced Polybutylene Terephthalate Composites with Grey Relational Analysis,” Wear, Vol. 254, No. 3, pp. 298–306, 2003.

    Article  Google Scholar 

  20. Abhang, L. and Hameedullah, M., “Determination of Optimum Parameters for Multi-Performance Characteristics in Turning by using Grey Relational Analysis,” The International Journal of Advanced Manufacturing Technology, Vol. 63, No. 1, pp. 13–24, 2012.

    Article  Google Scholar 

  21. Ho, C.-Y. and Lin, Z.-C., “Analysis and Application of Grey Relation and ANOVA in Chemical-Mechanical Polishing Process Parameters,” The International Journal of Advanced Manufacturing Technology, Vol. 21, No. 1, pp. 10–14, 2003.

    Article  Google Scholar 

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Correspondence to Bikash Bepari.

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Bhattacharya, S., Chattaraj, R., Das, M. et al. Simultaneous parametric optimization of IPMC actuator for compliant gripper. Int. J. Precis. Eng. Manuf. 16, 2289–2297 (2015). https://doi.org/10.1007/s12541-015-0294-8

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  • DOI: https://doi.org/10.1007/s12541-015-0294-8

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