Title :
A Dynamic Algorithm for Distributed Feedback Control for Manufacturing Production, Capacity, and Maintenance
Author :
Seokgi Lee ; Prabhu, Vittaldas V.
Author_Institution :
Marcus Dept. of Ind. & Manuf. Eng., Pennsylvania State Univ., University Park, PA, USA
Abstract :
We propose a dynamic algorithm for distributed feedback control which unifies the functions of production and maintenance scheduling at the shop floor level, and machinery capacity control at the CNC level, which are usually considered in isolation in practice. A continuous-time control theoretic approach is used to model dynamics of these three functions in a unified manner, considering stochastic machine failures and a corresponding maintenance interval. Theories of nonlinear control and discontinuous differential equations are used to analytically predict the system dynamics including the resulting discontinuous dynamics.
Keywords :
computerised numerical control; continuous time systems; differential equations; distributed control; feedback; machinery; maintenance engineering; manufacturing industries; nonlinear control systems; production management; scheduling; stochastic systems; CNC level; continuous-time control theoretic approach; discontinuous differential equations; discontinuous dynamics; distributed feedback control; dynamic algorithm; machinery capacity control; maintenance scheduling; manufacturing capacity; manufacturing maintenance; manufacturing production; nonlinear control; production scheduling; shop floor level; stochastic machine failures; system dynamics prediction; Dynamic scheduling; Heuristic algorithms; Job shop scheduling; Maintenance engineering; Manufacturing; Schedules; Distributed feedback control; just-in-time production and machine maintenance; machinery capacity control; maintenance scheduling; nonlinear and discontinuous differential equation; production scheduling;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2014.2339281