TY - JOUR
AB - F. Huang i dr. Analiza faktora utjecaja i predviđanje pomaka u ležišnim klizištima − studija slučaja Three Gorges Reservoir (Kina) ISSN 1330-3651 (Print), ISSN 1848-6339 (Online) DOI: 10.17559/TV-20150314105216 INFLUENCING FACTOR ANALYSIS AND DISPLACEMENT PREDICTION IN RESERVOIR LANDSLIDES − A CASE STUDY OF THREE GORGES RESERVOIR (CHINA) Faming Huang, Kunlong Yin, Tao He, Chao Zhou, Jun Zhang Subject review The developmental tendencies of cumulative displacement time series associated with reservoir landslides influenced by large water reservoirs must be effectively predicted. However, traditional methods do not encompass the dynamic response relationships between landslide deformation and its influencing factors. Therefore, a new approach based on the exponential smoothing (ES) and multivariate extreme learning machine methods was introduced to reveal the influencing factors of landslide deformation and to forecast landslide displacement values. First, the influencing factors of reservoir landslide deformation were analysed. Second, the ES method was used to predict the trend term displacement and obtain the periodic term displacement by determining the trend term from the cumulative displacement. Next, multivariate influencing factors were analysed to explain the periodic term displacement. Then, an extreme learning machine (ELM) model was established to predict the periodic term displacement based on the multivariable analysis of influencing 
TI - Influencing factor analysis and displacement prediction in reservoir landslides − a case study of Three Gorges Reservoir (China)
JF - Tehnicki vjesnik - Technical Gazette
DO - 10.17559/tv-20150314105216
DA - 2016-04-01
UR - https://www.deepdyve.com/lp/unpaywall/influencing-factor-analysis-and-displacement-prediction-in-reservoir-Agcx2bPhF6
DP - DeepDyve
ER -