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基于人工神经网络的复合地基沉降预测 被引量:1

Predication of the settlement of composite foundation by artificial neural network
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摘要 利用人工神经网络强大的非线性映射和学习能力,提出了基于人工神经网络的复合地基沉降预测新方法.该方法利用实测资料直接建模,避免了传统方法计算过程中各种人为因素的干扰,所建立的模型预测精度高、简便易行,因此具有广泛的工程实用价值. By the use of the strong nonlinear mapping and learning ability of artificial neural networks(ANN), a new method for evaluating final settlement of composite foundation is presented in this paper. Since the model of this method is directly based on real samples, it can avoid the mistakes due to factitiousness in traditional methods. It is proved that the prediction model is accurate and easy to operate, so the method has a widely practical engineering value.
出处 《青岛理工大学学报》 CAS 2007年第3期32-35,共4页 Journal of Qingdao University of Technology
关键词 人工神经网络 复合地基 沉降预测 artificial neural network composite foundation settlement prediction
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  • 1黄声享,李志成.工程建筑沉降预测的非等间距灰色建模[J].地理空间信息,2004,2(1):41-43. 被引量:41
  • 2徐跃.利用沉降观测值推求最终沉降量和固结系数的方法[J].公路,1994,39(2):23-27. 被引量:14
  • 3Gibson R E etc.The theory of one-dimensional consolidation of saturated clays I,Finite Nonlinear consolidation of thin homogeneous layers.Geotechnique ,1967,17 (3):261-273
  • 4Baskin D M, Zimmeran M H, Faber K T. Forming Single-phase Laminate via the Gelcasting Technique[J]. Journal of American Ceramic Society, 1997, 80(111): 2929~2932.
  • 5Huang Y, Ma L G, Le H R, et al. Improving the Homogeneity and Reliability of Ceramic Parts with Complex Shapes by Pressure-assisted Gel-casting[J]. Materials Letters, 2004, (58): 3893~3897.
  • 6Yu Jia, Yoshinori Kanno, Xie Zhi-peng. New Gel-casting Process for Alumina Ceramics Based on Gelation of Alginate[J]. Journal of European Ceramic Society, 2002, (22): 1911~1916.
  • 7Carpenter W C. Selection the Architecture of a Class of Back-propagation Neural Networks Used as Approximators[J]. Artificial Intelligence for Engineering Design, 1997, (11): 33~44.
  • 8Payne R D. Spray Forming Quality Predictions via Neural Networks[J]. Journal of Materials Engineering Performance, 1993, 2(5): 693~702.
  • 9黄文熙.水坠坝的固结理论及其应用[J].水利学报,1982(9): 13 - 23.
  • 10谢新宇,朱向荣,谢康和,潘秋元.饱和土体一维大变形固结理论新进展[J].岩土工程学报,1997,19(4):30-38. 被引量:69

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