| ชื่อเรื่อง | : | Feed Forward Neural Network Model for Isopropyl Myristate Production in Industrial-scale Semi-batch Reactive Distillation Columns |
| นักวิจัย | : | Bashah, Nur Alwani Ali , Othman, Mohd Roslee , Aziz, Norashid |
| คำค้น | : | TA1-2040 Engineering (General). Civil engineering (General) |
| หน่วยงาน | : | Universiti Sains Malaysia, Malaysia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2558 |
| อ้างอิง | : | http://eprints.usm.my/42785/1/JES_Vol._11_2015_%2D_Art._6(59%2D65).pdf , Bashah, Nur Alwani Ali and Othman, Mohd Roslee and Aziz, Norashid (2015) Feed Forward Neural Network Model for Isopropyl Myristate Production in Industrial-scale Semi-batch Reactive Distillation Columns. Journal of Engineering Science and Technology, 11. pp. 59-65. ISSN 1823-4690 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | http://web.usm.my/jes/11_2015/JES%20Vol.%2011%202015%20-%20Art.%206(59-65).pdf , http://eprints.usm.my/42785/ |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | The application of the artificial neural network (ANN) model in chemical industries has grown due to its ability to solve complex model and online application problems. Typically, the ANN model is good at predicting data within the training range but is limited when predicting extrapolated data. Thus, in this paper, selected optimum multiple-input multiple-output (MIMO) and multiple-input single-output (MISO) models are used to predict the bottom (xb) compositions of extrapolated data. The MIMO and MISO models both managed to predict the extrapolated data with MSE values of 0.0078 and 0.0063 and with R2 values of 0.9986 and 0.9975, respectively. |
| บรรณานุกรม | : |
Bashah, Nur Alwani Ali , Othman, Mohd Roslee , Aziz, Norashid . (2558). Feed Forward Neural Network Model for Isopropyl Myristate
Production in Industrial-scale Semi-batch Reactive Distillation
Columns.
กรุงเทพมหานคร : Universiti Sains Malaysia, Malaysia. Bashah, Nur Alwani Ali , Othman, Mohd Roslee , Aziz, Norashid . 2558. "Feed Forward Neural Network Model for Isopropyl Myristate
Production in Industrial-scale Semi-batch Reactive Distillation
Columns".
กรุงเทพมหานคร : Universiti Sains Malaysia, Malaysia. Bashah, Nur Alwani Ali , Othman, Mohd Roslee , Aziz, Norashid . "Feed Forward Neural Network Model for Isopropyl Myristate
Production in Industrial-scale Semi-batch Reactive Distillation
Columns."
กรุงเทพมหานคร : Universiti Sains Malaysia, Malaysia, 2558. Print. Bashah, Nur Alwani Ali , Othman, Mohd Roslee , Aziz, Norashid . Feed Forward Neural Network Model for Isopropyl Myristate
Production in Industrial-scale Semi-batch Reactive Distillation
Columns. กรุงเทพมหานคร : Universiti Sains Malaysia, Malaysia; 2558.
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