Decentralized coordination control of distributed cyber-physical systems with continuous objects
DOI:
https://doi.org/10.31649/mccs2022.14Keywords:
decentralized control, distributed cyber-physical systems, coordinationAbstract
A distributed system is one that consists of separate elements located at different points in space, the functions and resources of the system are divided between the elements, and the location in space affects the functioning of the system as a whole. A special case of distributed systems is distributed control systems (DCS). In today's market, there are a large number of distributed control systems created at different times and by different companies. In the work, a method of decentralized coordination of control of distributed cyber-physical systems with continuous objects is developed, a RKFS model with a continuous production object and resource state management is developed, which is characterized by taking into account the mutual influence of controlled elements of a continuous production object and resource costs for production and is presented in in the form of a two-flow graph, an indicator of the level of coordination is proposed, which determines the state of coordination in the interval from chaos to a given deterministic state, which allows to evaluate the effectiveness of the coordination system, the criterion of coordination of the RKFS with continuous production facilities, which is based on the model of a continuous production facility, and distribution of states of object elements in space and time, the method of forecasting the state of distributed cyber-physical systems with continuous objects, which is based on the RKFS model with a continuous production object and resource management of state and space-time spectrum, has been improved states and disturbances.
References
Zhang, Y., & Wei, W. (2020). Decentralized coordination control of PV generators, storage battery, hydrogen production unit and fuel cell in islanded DC microgrid. In International Journal of Hydrogen Energy (Vol. 45, Issue 15, pp. 8243–8256). Elsevier BV. https://doi.org/10.1016/j.ijhydene.2020.01.058
Yang, P., Xia, Y., Yu, M., Wei, W., & Peng, Y. (2018). A Decentralized Coordination Control Method for Parallel Bidirectional Power Converters in a Hybrid AC–DC Microgrid. In IEEE Transactions on Industrial Electronics (Vol. 65, Issue 8, pp. 6217–6228). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/tie.2017.2786200
Li, X., & Ercan, M. F. (2018). Decentralized Coordination Control for a Network of Mobile Robotic Sensors. In Wireless Personal Communications (Vol. 102, Issue 4, pp. 2429–2442). Springer Science and Business Media LLC. https://doi.org/10.1007/s11277-018-5263-y
Ali, Q., & Montenegro, S. (2016). Decentralized Control for Scalable Quadcopter Formations. In International Journal of Aerospace Engineering (Vol. 2016, pp. 1–10). Hindawi Limited. https://doi.org/10.1155/2016/9108983
S. Ragi and E. K. P. Chong, "Decentralized control of unmanned aerial vehicles for multitarget tracking," 2013 International Conference on Unmanned Aircraft Systems (ICUAS), 2013, pp. 260-268, doi: 10.1109/ICUAS.2013.6564698.
Coordination Control of Distributed Systems. (2015). In J. H. van Schuppen & T. Villa (Eds.), Lecture Notes in Control and Information Sciences. Springer International Publishing. https://doi.org/10.1007/978-3-319-10407-2
Siljak D. Decentralized control of complex systems. – Courier Corporation, 2013. P.544.
Shaikh, P. H., Nor, N. B. M., Nallagownden, P., Elamvazuthi, I., & Ibrahim, T. (2014). A review on optimized control systems for building energy and comfort management of smart sustainable buildings. In Renewable and Sustainable Energy Reviews (Vol. 34, pp. 409–429). Elsevier BV. https://doi.org/10.1016/j.rser.2014.03.027
Yan, H., & Han, Y. (2019). Decentralized adaptive multi‐dimensional Taylor network tracking control for a class of large‐scale stochastic nonlinear systems. In International Journal of Adaptive Control and Signal Processing (Vol. 33, Issue 4, pp. 664–683). Wiley. https://doi.org/10.1002/acs.2978
Gong Z. Stabilization of Decentralized Control Systems. Gong Z., Aldeen M. // Journal of Mathematical Systems, Estimation, and Control. 1997. V. 7, No. 1. P. 1 – 16.
Maria Yukhymchuk, Volodymyr Dubovoi, Viacheslav Kovtun, "Decentralized Coordination of Temperature Control in Multiarea Premises", Complexity, vol. 2022, Article ID 2588364, 18 pages, 2022. https://doi.org/10.1155/2022/2588364
N. Ashish. An Event Based Approach To Situational Representation (2009) / N. Ashish, D. Kalashnikov, S. Mehrotra, N. Venkatasubramanian. arXiv:0906.4096 [cs.DB]