Second-order consensus predictive control for 360MN extrusion machine

Abstract A new consensus predictive control protocol is proposed in this paper. It significantly speeds up the convergence rate comparing to traditional consensus mechanism and has been proved working well in simulation platform. A mathematical model is built by simplifying the hydraulic cylinders to single-DOF agents distributed evenly around 360MN extrusion machine׳s main table. With this model, a theoretical analysis of the mechanism is given and the validity of the consensus predictive control protocol for strong coupling multi-agent system on ADAMS–EASY5 simulation platform is illustrated. The machine׳s main table balance problem is well solved and the convergence rate is increased. These results are meaningful for increasing productivity.

[1]  J. Tan,et al.  Dual-target predictive control and application in food extrusion , 2000 .

[2]  S. Joe Qin,et al.  A survey of industrial model predictive control technology , 2003 .

[3]  D. Melcher Predictive remapping of visual features precedes saccadic eye movements , 2007, Nature Neuroscience.

[4]  Matthew S. Elliott,et al.  Decentralized model predictive control of a multi-evaporator air conditioning system , 2013 .

[5]  Guy-Bart Stan,et al.  Fast Consensus Via Predictive Pinning Control , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[6]  J.M. Maciejowski,et al.  Collective behavior coordination with predictive mechanisms , 2008, IEEE Circuits and Systems Magazine.

[7]  Tao Zhou,et al.  Improve consensus via decentralized predictive mechanisms , 2009 .

[8]  Peter Dayan,et al.  Bee foraging in uncertain environments using predictive hebbian learning , 1995, Nature.

[9]  Riccardo Scattolini,et al.  Model Predictive Control Schemes for Consensus in Multi-Agent Systems with Single- and Double-Integrator Dynamics , 2009, IEEE Transactions on Automatic Control.

[10]  Fei Peng,et al.  Consensus Control Design for 360 MN Extrusion Machine Producing Process , 2014 .

[11]  Fei Peng,et al.  Control system simulation for 360MN extrusion machine based on physical model , 2012, 2012 IEEE International Conference on Automation Science and Engineering (CASE).

[12]  Liuping Wang,et al.  Continuous-time model predictive control of food extruder , 2008 .

[13]  E. F. WOODS,et al.  Electronic Prediction of Swarming in Bees , 1959, Nature.

[14]  Yingmin Jia,et al.  Consensus of second-order discrete-time multi-agent systems with nonuniform time-delays and dynamically changing topologies , 2009, Autom..

[15]  Tao Zhou,et al.  Ultrafast consensus via predictive mechanisms , 2008 .