title: An improved auto-tuning scheme for PID controllers.
abstract: An improved auto-tuning scheme is proposed for Ziegler-Nichols (ZN) tuned PID controllers (ZNPIDs), which usually provide excessively large overshoots, not tolerable in most of the situations, for high-order and nonlinear processes. To overcome this limitation ZNPIDs are upgraded by some easily interpretable heuristic rules through an online gain modifying factor defined on the instantaneous process states. This study is an extension of our earlier work [Mudi RK., Dey C. Lee TT. An improved auto-tuning scheme for PI controllers. ISA Trans 2008; 47: 45-52] to ZNPIDs, thereby making the scheme suitable for a wide range of processes and more generalized too. The proposed augmented ZNPID (AZNPID) is tested on various high-order linear and nonlinear dead-time processes with improved performance over ZNPID, refined ZNPID (RZNPID), and other schemes reported in the literature. Stability issues are addressed for linear processes. Robust performance of AZNPID is observed while changing its tunable parameters as well as the process dead-time. The proposed scheme is also implemented on a real time servo-based position control system.
authors: Department of Applied Physics, University of Calcutta, 92 A.P.C. Road, Kolkata, India. chanchaldey@yahoo.co.in
authors: Chanchal
authors: C
authors: Dey
authors: Rajani K
authors: RK
authors: Mudi
mesh_terms: D000465:Algorithms; D004867:Equipment Design; D007221:Industry / Q000295:instrumentation*; D017711:Nonlinear Dynamics; D012015:Reference Standards; D015203:Reproducibility of Results