Concrete Compression Test Data Estimation Based on a Wavelet Neural Network Model

المؤلفون المشاركون

Wang, Haiying
Wang, Xinping
Wang, Chao
Xu, Jian

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-10، 10ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2019-02-11

دولة النشر

مصر

عدد الصفحات

10

التخصصات الرئيسية

هندسة مدنية

الملخص EN

Firstly, a genetic algorithm (GA) and simulated annealing (SA) optimized fuzzy c-means clustering algorithm (FCM) was proposed in this paper, which was developed to allow for a clustering analysis of the massive concrete cube specimen compression test data.

Then, using an optimized error correction time series estimation method based on the wavelet neural network (WNN), a concrete cube specimen compressive strength test data estimation model was constructed.

Taking the results of cluster analysis as data samples, the short-term accurate estimation of concrete quality was carried out.

It was found that the mean absolute percentage error, e1, and the root mean square error, e2, for the samples were 6.03385% and 3.3682KN, indicating that the proposed method had higher estimation accuracy and was suitable for concrete compressive test data short-term quality estimations.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Wang, Haiying& Wang, Xinping& Wang, Chao& Xu, Jian. 2019. Concrete Compression Test Data Estimation Based on a Wavelet Neural Network Model. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1195859

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Wang, Haiying…[et al.]. Concrete Compression Test Data Estimation Based on a Wavelet Neural Network Model. Mathematical Problems in Engineering No. 2019 (2019), pp.1-10.
https://search.emarefa.net/detail/BIM-1195859

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Wang, Haiying& Wang, Xinping& Wang, Chao& Xu, Jian. Concrete Compression Test Data Estimation Based on a Wavelet Neural Network Model. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1195859

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1195859