Neural network identification in nonlinear model predictive control for frequent and infrequent operating points using nonlinearity measure

A Combined Adaptive Neural Network and Nonlinear Model Predictive Control for Multirate Networked Industrial Process Control

Tong Wang, Huijun Gao, Jianbin Qiu · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 637 citations

Engineering, Industrial Engineering, Systems Engineering +17

Design of PI Controllers based on Non-Convex Optimization

Karl Johan Åström, H. Panagopoulos, Tore Hägglund · Automatica · 1998 · 536 citations

Engineering, Systems Engineering, Optimization +11

Model Predictive Control

Baocang Ding, Marcin Cychowski, Yugeng Xi et al. · Journal of Control Science and Engineering · 2012 · 464 citations · Full text

Engineering, Computer Engineering, Computer Science +13

Adaptive nonlinear control of a pH neutralization process

Michael A. Henson, Dale E. Seborg · IEEE Transactions on Control Systems Technology · 1994 · 290 citations

Engineering, Chemical Engineering, Systems Engineering +17

Neural-Network-Based Nonlinear Model Predictive Control for Piezoelectric Actuators

Long Cheng, Weichuan Liu, Zeng‐Guang Hou et al. · IEEE Transactions on Industrial Electronics · 2015 · 265 citations

Engineering, Mechanical Engineering, Actuators +16