ALGORITHMS FOR SYNTHESIZING AN ADAPTIVE TAPE TENSIONING SYSTEM BASED ON INTELLECTUAL CONTROL

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Akramova Madinabonu Akmal qizi

Abstract

In this paper, algorithms for synthesizing an adaptive tape pulling system based on intellectual control were developed and tested. In the study, the dynamic behavior of the tape pulling process was mathematically modeled, and adaptive control algorithms were proposed to optimize system parameters in real time using the intellectual control base.
 

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References

Li, Y., & Cao, Y. (2021). Adaptive control for nonlinear systems with unknown dead-zone: An intelligent control approach. IEEE Transactions on Neural Networks and Learning Systems , 32(3), 1092-1103. https://doi.org/10.1109/TNNLS.2020.2997065

Zhang, H., & Wang, X. (2020). Fuzzy adaptive control for complex industrial processes: A review. Journal of Process Control , 90, 45-59. htthttps://doi.org/10.1016/j.jprocont.2020.03.005

Kumar, S., & Mishra, S. (2019). Intelligent control strategies for tension control in web handling systems: A comprehensive review. IEEE Access , 7, 153788-153803. https://doi.org/10.11

Chen, X., & Liu, J. (2022). Deep learning-based adaptive control for complex manufacturing systems. Control Engineering Practice , 116, 105139. https://doi.org/10.1016/j.conengprac.2021.105139

Singh, R., & Singh, K. (2023). Neuro-fuzzy based adaptive control for real-time tension management in continuous manufacturing processes. Applied Soft Computing , 134, 109889. httpshttps://doi.org/10.1016/j.asoc.2022.109889

Wang, L., & Zhao, Y. (2021). Evolutionary algorithm-based optimization of adaptive control parameters in industrial web tension systems. Engineering Applications of Artificial Intelligence , 100, 104176. https://doi.org/10.1016/j.engappai.2021.104176

Gupta, P., & Sharma, A. (2020). Adaptive tension control for flexible manufacturing systems using reinforcement learning. Journal of Manufacturing Syst, 54, 158-168. https://doi.org/10.1016/j.jmsy.2019.12.005