Self-Tuning Pid Neural Network Controller to Control Nonlinear Ph Neutralization in Waste Water Treatment
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Besharati, R, A., Lo, W, W., Tsang, K, M., “Self-tuning PID Controller Using Newton-Raphson Method”, IEEE Transaction On Industrial Electronic, Vol. 44, no.5, pp. 432-440. 2001.
Yeong-Koo, Y., Kwon, T., Process Design and Control: “A Neural PID Controller for The pH Neutralization Process.”, Industrial Chemical Engineering, Vol. 20, no. 3, pp. 978-984. 2001.
Boling., J,M., Seborg., D,E., Hespanha., J,P., “Multi-Model Adaptive Control of a Simulated pH Neutralization Process,” Elsevier Science., Vol. 3. no. 2. pp. 240-250. 2006.
Cordova, H., “PID Control Systems Design to pH Neutralization by Neural Network Inverse Model Optimization at PT Petrokimia- Gresik,” Prosiding Seminar FTI-ITS: Deindustrialisasi Nasional: Ancaman Terhadap Pengembangan Daya Saing Global, hal. 20-22. 2005.
Cordova, H., “The Application of Early Warning System for Monitoring and Control pH Water Based On Auto-Switch Algorithm,” Prociding International Seminar and Disaster for Early Warning Systems PSB-ITS, 4-5 March, pp.10-13. 2005.
Chen, J., Cheng, Y-C., Yea, Y., “Multiloop PID Controller Design using Partial Least Squares Decoupling Structure,” Korean Journal Chemical Engineering, Vol.22. no2, pp.173-185a. 2005.
Cordova, H., “Prototipe Kontroler PID Self-Tuning Menggunakan Algoritma Auto-Switch Berbasis Margin Fasa dan Penguatan pada Proses Penetralan pH Larutan Campuran NaOH dan HAC,” Laporan Akhir DIKS, LPPM-ITS. 2003.
Cordova, H., “PID Self-Tuning Based on Auto-Switch Algorithm to Control pH Neutralization Process,” Jurnal Industri, FTI-ITS, Vol. 3, hal.3-6. 2004.
Ishak., A,A., Hussain., M,A., “Modelling and Control Studies of Waste Water Treatment Process.,” Proceeding to Brunei International Conference on Engineering & Technology, Bandar Seri Begawan, 9- 11 Oct. 2001, pp. 221-231.
Cordova, H., “Prototipe Kontroller Intelligent Self-Tuning PID pada Proses Penetralan pH dengan Metode Penalaan Newton-Rhapson,” Laporan Akhir DIKS, LPPM-ITS. 2006.
Yoo, A., Lee, T. C., Yang, D. R., “Experimental Simultaneous State and Parameter Identification of pH Neutralization Process Based on and Extended Kalman Filter,” Korean Journal Chemical Engineering, Vol. 21, no. 4, pp. 753-760. 2004.
Gómez, J.C., Jutan, A. and Baeyens, E., “Wiener Model Identification and Predictive Control of a pH Neutralization Process,” IEEE Proceedings on Control Theory and Applications, Vol. 151, no. 3, pp. 329-338, May, USA. 2004.
Gufftafson, T.K, and Waller, K.V., “Dynamic Modeling and Reaction Invariant Control pH,” Chemical Engineering Science, Vol.38, pp.389-398. 1983.
Kim, D,K., Yang, D, R., “Control of pH Neutralization Using Simulation Based Dynamic Programming,” Korean journal Chemical Engineering., Vol. 21, no. 5, pp. 942-949. 2004.
Loh, A, P., Looi, K, O., Fong, K, F., “Neural Network Modeling and Control Strategies for a pH Process,” Journal of Process and Control, Vol. 5 no. 6, pp. 3445-3450. 2000.
DOI: http://dx.doi.org/10.12962/j20882033.v18i3.168
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