A Dynamic Health Assessment Approach for Shearer Based on Artificial Immune Algorithm
المؤلفون المشاركون
Si, Lei
Tan, Chao
Xu, Xihua
Ji, Rui
Wang, Zhong-bin
Liu, Xin-hua
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-03-31
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
In order to accurately identify the dynamic health of shearer, reducing operating trouble and production accident of shearer and improving coal production efficiency further, a dynamic health assessment approach for shearer based on artificial immune algorithm was proposed.
The key technologies such as system framework, selecting the indicators for shearer dynamic health assessment, and health assessment model were provided, and the flowchart of the proposed approach was designed.
A simulation example, with an accuracy of 96%, based on the collected data from industrial production scene was provided.
Furthermore, the comparison demonstrated that the proposed method exhibited higher classification accuracy than the classifiers based on back propagation-neural network (BP-NN) and support vector machine (SVM) methods.
Finally, the proposed approach was applied in an engineering problem of shearer dynamic health assessment.
The industrial application results showed that the paper research achievements could be used combining with shearer automation control system in fully mechanized coal face.
The simulation and the application results indicated that the proposed method was feasible and outperforming others.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Wang, Zhong-bin& Xu, Xihua& Si, Lei& Ji, Rui& Liu, Xin-hua& Tan, Chao. 2016. A Dynamic Health Assessment Approach for Shearer Based on Artificial Immune Algorithm. Computational Intelligence and Neuroscience،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1099825
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Wang, Zhong-bin…[et al.]. A Dynamic Health Assessment Approach for Shearer Based on Artificial Immune Algorithm. Computational Intelligence and Neuroscience Vol. 2016, no. 2016 (2015), pp.1-12.
https://search.emarefa.net/detail/BIM-1099825
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Wang, Zhong-bin& Xu, Xihua& Si, Lei& Ji, Rui& Liu, Xin-hua& Tan, Chao. A Dynamic Health Assessment Approach for Shearer Based on Artificial Immune Algorithm. Computational Intelligence and Neuroscience. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1099825
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1099825
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