Integrating dynamic neural network models with principal component analysis for adaptive model predictive control

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11

Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

Svante Wold · Technometrics · 1978 · 2.5K citations

Business, Biostatistics, Mass Spectrometric Analysis +10

Closed-loop identification revisited

Urban Forssell, Lennart Ljung · Automatica · 1999 · 728 citations · Full text

Use of neural nets for dynamic modeling and control of chemical process systems

N. Bhat, Thomas J. McAvoy · Computers & Chemical Engineering · 1990 · 669 citations

Engineering, Chemical Engineering, Systems Engineering +16