Flotation Height Prediction under Stable and Vibration States in Air Cushion Furnace Based on Hard Division Method
المؤلفون المشاركون
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-12-13
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Air cushion furnace is indispensable equipment for the production of high quality strip, and it is significant to national economy.
The flotation height is a key factor to the quality and efficiency of the product.
However, the current prediction models can merely predict the flotation height of strip in air cushion furnace at single working state.
The precision of prediction model is inaccurate at the circumstance of low flotation height.
To solve the above problem, firstly, this paper proposes a framework which can predict the flotation height of strip under both stable and vibration states.
The framework is composed of the hard division model and prediction model.
Secondly, a hard division method is proposed based on clustering which combines stacked denoising autoencoder and floating process knowledge.
Thirdly, a parallel hybrid flotation height prediction model is proposed, which can provide desirable prediction results at the circumstance of low flotation height.
Finally, the LSSVR model is used to predict the maximum and minimum flotation height of strip at vibration state.
The experimental results show that the framework can accurately divide the stable and vibration states of the strip and can accurately predict the flotation height of the strip under the stable and vibration states.
The research contents of this paper lay an important theoretical foundation for the precise process control in air cushion furnace.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Hou, Shuai& Liu, Jianhui& Lv, Wu. 2019. Flotation Height Prediction under Stable and Vibration States in Air Cushion Furnace Based on Hard Division Method. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1196167
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Hou, Shuai…[et al.]. Flotation Height Prediction under Stable and Vibration States in Air Cushion Furnace Based on Hard Division Method. Mathematical Problems in Engineering No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1196167
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Hou, Shuai& Liu, Jianhui& Lv, Wu. Flotation Height Prediction under Stable and Vibration States in Air Cushion Furnace Based on Hard Division Method. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1196167
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1196167
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر