Distributed Synthesis of Local Controllers for Networked Systems With Arbitrary Interconnection Topologies

We consider the problem of designing distributed controllers to guarantee dissipativity of a networked system comprised of dynamically coupled subsystems. We require that the control synthesis is carried out locally at the subsystem-level, without explicit knowledge of the dynamics of other subsystems in the network. We solve this problem in two steps. First, we provide distributed subsystem-level dissipativity analysis conditions whose feasibility is sufficient to guarantee dissipativity of the networked system. We then use these conditions to synthesize controllers locally at the subsystem-level, using only the knowledge of the dynamics of that subsystem, and limited information about the dissipativity of the subsystems to which it is dynamically coupled. We show that the subsystem-level controllers synthesized in this manner are sufficient to guarantee dissipativity of the networked dynamical system. We also provide an approach to make this synthesis compositional, that is, when a new subsystem is added to an existing network, only the dynamics of the new subsystem, and information about the dissipativity of the subsystems in the existing network to which it is coupled are used to design a controller for the new subsystem, while guaranteeing dissipativity of the networked system including the new subsystem. Finally, we demonstrate the application of this synthesis in enabling plug-and-play operations of generators in a microgrid by extending our results to networked switched systems.

[1]  E. Davison,et al.  Decentralized stabilization and pole assignment for general proper systems , 1990 .

[2]  Panos J. Antsaklis,et al.  Feedback passivation of nonlinear switched systems using linear approximations , 2017, 2017 Indian Control Conference (ICC).

[3]  Marcello Farina,et al.  Plug-and-play model predictive control based on robust control invariant sets , 2012, Autom..

[4]  Cédric Langbort,et al.  Distributed control design for systems interconnected over an arbitrary graph , 2004, IEEE Transactions on Automatic Control.

[5]  Vijay Gupta,et al.  Localization of disturbances in transportation systems , 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

[6]  Panos J. Antsaklis,et al.  Sequential Synthesis of Distributed Controllers for Cascade Interconnected Systems , 2019, 2019 American Control Conference (ACC).

[7]  Jean-Charles Delvenne,et al.  Distributed Design Methods for Linear Quadratic Control and Their Limitations , 2010, IEEE Transactions on Automatic Control.

[8]  Jun Zhao,et al.  Dissipativity Theory for Switched Systems , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[9]  Romeo Ortega,et al.  On passive systems: from linearity to nonlinearity , 1992 .

[10]  Gene H. Golub,et al.  Matrix computations , 1983 .

[11]  Takayuki Ishizaki,et al.  Modularity in Design of Dynamical Network Systems: Retrofit Control Approach , 2019, IEEE Transactions on Automatic Control.

[12]  R. D’Andrea,et al.  Distributed control of heterogeneous systems interconnected over an arbitrary graph , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[13]  M. Aoki Some control problems associated with decentralized dynamic systems , 1971 .

[14]  P. Moylan,et al.  Tests for stability and instability of interconnected systems , 1978, 1978 IEEE Conference on Decision and Control including the 17th Symposium on Adaptive Processes.

[15]  Masao Ikeda,et al.  Decentralized stabilization for expanding construction of large-scale systems , 1990 .

[16]  G. Antonelli,et al.  Interconnected dynamic systems: An overview on distributed control , 2013, IEEE Control Systems.

[17]  Ufuk Topcu,et al.  Compositional Analysis of Hybrid Systems Defined Over Finite Alphabets , 2018, ADHS.

[18]  Melanie Nicole Zeilinger,et al.  Plug and play distributed model predictive control based on distributed invariance and optimization , 2013, 52nd IEEE Conference on Decision and Control.

[19]  Jie Bao,et al.  Dissipativity-based decentralized control of interconnected nonlinear chemical processes , 2012, Comput. Chem. Eng..

[20]  A. Rantzer,et al.  System analysis via integral quadratic constraints , 1997, IEEE Trans. Autom. Control..

[21]  Jan Lunze,et al.  Decentralized design of feedback control for large-scale systems , 1988, Kybernetika.

[22]  Panos J. Antsaklis,et al.  Mixed Voltage Angle and Frequency Droop Control for Transient Stability of Interconnected Microgrids with Loss of PMU Measurements , 2020, 2020 American Control Conference (ACC).

[23]  Mohammad Aldeen,et al.  Stabilization of decentralized control systems , 1997 .

[24]  Richard M. Murray,et al.  Distributed Control over Failing Channels , 2006 .

[25]  Manfred Morari,et al.  Distributed synthesis and control of constrained linear systems , 2012, 2012 American Control Conference (ACC).

[26]  Calin Belta,et al.  Provably Safe Cruise Control of Vehicular Platoons , 2017, IEEE Control Systems Letters.

[27]  Suresh P. Sethi,et al.  Near Optimization of Dynamic Systems by Decomposition and Aggregation , 1998 .

[28]  H. H. Happ,et al.  Power System Control and Stability , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[29]  Panos J. Antsaklis,et al.  Large-Scale Dissipative and Passive Control Systems and the Role of Star and Cyclic Symmetries , 2016, IEEE Transactions on Automatic Control.

[30]  John W. Simpson-Porco,et al.  Equilibrium-Independent Dissipativity With Quadratic Supply Rates , 2017, IEEE Transactions on Automatic Control.

[31]  Stephen P. Boyd,et al.  A decomposition approach to distributed analysis of networked systems , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[32]  Farhad Farokhi,et al.  Decentralized Control of Networked Systems : Information Asymmetries and Limitations , 2014 .

[33]  Dragoslav D. Siljak,et al.  Nested ε-decompositions and clustering of complex systems , 1986, Autom..

[34]  James Richard Forbes,et al.  Extensions of Input-output Stability Theory and the Control of Aerospace Systems , 2012 .

[35]  Richard Bellman,et al.  Large systems , 1974 .

[36]  Pravin Varaiya,et al.  Smart cars on smart roads: problems of control , 1991, IEEE Trans. Autom. Control..

[37]  George H. Hines,et al.  Equilibrium-independent passivity: A new definition and numerical certification , 2011, Autom..

[38]  Calin Belta,et al.  Distributed control policies for localization of large disturbances in urban traffic networks , 2017, 2017 American Control Conference (ACC).

[39]  Murat Arcak,et al.  Networks of Dissipative Systems: Compositional Certification of Stability, Performance, and Safety , 2016 .

[40]  Oriol Gomis-Bellmunt,et al.  Trends in Microgrid Control , 2014, IEEE Transactions on Smart Grid.

[41]  Rolf Findeisen,et al.  Dissipativity-based Distributed Nonlinear Predictive Control for Cascaded Systems , 2012 .

[42]  M. Vidyasagar Decomposition techniques for large-scale systems with nonadditive interactions: Stability and stabilizability , 1980 .

[43]  Hemanshu R. Pota,et al.  Stability of locally dissipative interconnected systems , 1993, IEEE Trans. Autom. Control..

[44]  R. Braatz,et al.  A tutorial on linear and bilinear matrix inequalities , 2000 .

[45]  Jie Bao,et al.  Dissipativity based distributed control synthesis , 2013 .

[46]  Panos J. Antsaklis,et al.  Passivity indices for symmetrically interconnected distributed systems , 2011, 2011 19th Mediterranean Conference on Control & Automation (MED).

[47]  Shichao Xu,et al.  Distributed control of plantwide chemical processes , 2009 .

[48]  Giancarlo Ferrari-Trecate,et al.  Plug-and-Play Voltage and Frequency Control of Islanded Microgrids With Meshed Topology , 2014, IEEE Transactions on Smart Grid.

[49]  Panos J. Antsaklis,et al.  On relationships among passivity, positive realness, and dissipativity in linear systems , 2014, Autom..

[50]  Pravin Varaiya,et al.  Decentralized information and control: A network flow example , 1972 .

[51]  Mathukumalli Vidyasagar,et al.  New passivity-type criteria for large-scale interconnected systems , 1979 .