ورود
مقالات فارسیISIکنفرانسهاژورنالها

A Hybrid Approach of Partial Least Squared Analysis and Neural Networks for Predictive Control of a Ceramic Process

Publish place: 7th International Industrial Engineering Conference
Publish Year: 1389
نوع سند: مقاله کنفرانسی
زبان: English
View: 1,888

This Paper With 10 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:
https://civilica.com/doc/93489

شناسه ملی سند علمی:

IIEC07_065

تاریخ نمایه سازی: 7 خرداد 1389

Abstract:

Artificial neural networks (ANNs) have been widely used in modeling and control of many practical industrial nonlinear processes. However, most of them have focused on a general approach for input selection. In this paper, a hierarchical hybrid approach of Partial Least Squared (PLS) analysis and ANNs has been applied for predictive control of a real drying process in ceramic tile manufacturing

Keywords:

Predictive control , Spray drying , Artificial Neural Networks , Partial Least Squared

Authors

Ali Azadeh

Department of Industrial Engineering, College of Engineering, University of Tehran

Najmeh Neshat

Department of Industrial Engineering, College of Engineering

مراجع و منابع این Paper:

لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
  • Anonymous, From Technology Through Machinery to Kilns for SACMI Tile, ...
  • Youssefi, Sh., Emam-Dj omeh, Z., and Mousavi, SM., "Comparison of ...
  • Barletta, M., Gisario, A., and Guarino, S., "Modeling of electrostatc ...
  • Jiang, Z., Gyurova, L., Zhang, Z., Friedrich, K., and Schlarb, ...
  • Su, C., and Hsieh, K.L, "Applying neural network approach to ...
  • Yimnirun, R., Laosiritaworn, Y.W., Khamman, O., and Ananta, S., "Artificial ...
  • Bonifazi, G., and Burrascano, P., :Ceramic Powder characterizat _ by ...
  • Guoa, D., Wanga, Y., Xiab, J., Nana, C, and Lia, ...
  • Sukthomya, W., and Tannock, J., _ training of neural networks ...
  • Afzulpurkar, N.V., Saeed, I.A., and Vyawahare, V.S., 0Ceramic tile process ...
  • neural networks for predicting diffusible Artificial؛ه 12. Sterjovski, Z., Pitrun, ...
  • Basheera, A.C, Dabadea, U.A., Joshia, S.S., Bhanuprasadc, V.V., and Gadre, ...
  • Lam, S.Y., Petri, K.L, and Smith, A.E., "Prediction and optimization ...
  • Scott, D.J., Coveney, P.V., Kilner, J.A., Rossiny, J.C.H., and Alford, ...
  • Dinh, N.Q., and Afzulpurkar, N.V., "Neuro-fuzzy MIMO nonlinear control for ...
  • Yu, J., Wang, H., and Zhang, J., _ network modeling ...
  • Thyagarajan, T., Panda, R.C., Shanmugan, J., Rao, V.P.G, and Ponnavaikko, ...
  • Thyagarajan, T., Shanmugam, J., and Panda, R.C., ،Artificial neural networks: ...
  • Kaminski, W., Strumillo, P., and Tomczak, E., "Neuroc omputing techniques ...
  • Chegini, G.R., Khazaei, J., Ghobadian, B., and Goudarzi, A.M., "Prediction ...
  • Cui, B., and Han, R., "Modeling of dimensional errors in ...
  • Krycha, K.A., and Wagner, U., "Applications of artificial neural networks ...
  • Nascimento, C.A.O, Giudici, R., and Guardani, R., "Neural net based ...
  • Wilcox, J.A.D., and Wright, D.T, _ pultrusion process optimisation using ...
  • Islam, M.R., Sablani, S.S., "Mujumdar A S, An artiicial neural ...
  • Balabin, R.M., Safieva, R.Z., and Lomakina, E.I., "Comparison of linear ...
  • Rosipal, _ and N, Kraimer., "Overview and Recent Advances in ...
  • Geladi, P., and Kowalski B.R. "Partial least squares regression, " ...
  • Malthouse, E.C., Tamhane, A.C., and Mah, R.S.H., "Nonlinear partial least ...
  • PLS kernel algorithm for data sets with many variables and ...
  • Zhao, S.J., Zhang, J., Xu, Y.M., and Xiong, Z.H., "Non-linear ...
    • نمایش کامل مراجع