caa a22 4500 605468486 CHVBK 20210128100317.0 cr unu---uuuuu 210128e20150601xx s 000 0 eng 10.1007/s00500-014-1297-6 doi (NATIONALLICENCE)springer-10.1007/s00500-014-1297-6 A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production [Elektronische Daten] [Tao Zhang, Yaochu Jin, Yongsheng Ding, Kuangrong Hao] The quality and stability of stretching processes during the polyacrylonitrile-based precursor preparation could have strong influence on the properties of carbon fibers and subsequent processes efficiency. The distributed units existing in the stretching processes pose a serious challenge to the cooperative regulation of the whole process to achieve a proper ratio distribution among the different stretching units, each of which having a specific technological characteristics. In this paper, a novel cytokine-network-based stretching network (CNSN) is proposed to achieve the desired ratio distribution and control performance in large production lines composed of interconnected yet distributed units organized as nodes in both spatial and temporal layers. Based on the mechanism of the multi-layered cytokine network for regulating the whole immune system in human bodies, a dynamical model of stretching network is suggested in order to describe interaction between stretching units. The model consists of a control allocation layer, a distributed controller layer and an actuator layer. An allocation algorithm based on quadratic optimization has also been successfully proposed to enhance the system's ability to redistribute stretching ratios to ensure the quality requirement of the final fiber. Numerical results show that the CNSN outperforms traditional control strategies for the multi-stage stretching process in fiber production lines. As the main components of the proposed CNSN are very generic, it can easily be extended to other large-scale production lines having multiple interconnected processes. Springer-Verlag Berlin Heidelberg, 2014 PAN fiber production nationallicence Stretching processes nationallicence Artificial cytokine networks nationallicence Stretching networks nationallicence Multi-layer regulation networks nationallicence Control allocation nationallicence Distributed systems nationallicence Zhang Tao College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut Jin Yaochu College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut Ding Yongsheng College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut Hao Kuangrong College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut Soft Computing Springer Berlin Heidelberg 19/6(2015-06-01), 1523-1540 1432-7643 19:6<1523 2015 19 500 https://doi.org/10.1007/s00500-014-1297-6 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s00500-014-1297-6 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Zhang Tao College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut NATIONALLICENCE 700 1- Jin Yaochu College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut NATIONALLICENCE 700 1- Ding Yongsheng College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut NATIONALLICENCE 700 1- Hao Kuangrong College of Information Science and Technology, Engineering Research Center of Digitized Textile and Fashion Technology, Ministry of Education, Donghua University, 201620, Shanghai, China aut NATIONALLICENCE 773 0- Soft Computing Springer Berlin Heidelberg 19/6(2015-06-01), 1523-1540 1432-7643 19:6<1523 2015 19 500