Simulation Application of Construction Parameters for High Arch Dams Based on Time-series Probability Prediction Method
This study aims to develop a high arch dam construction parameter update model based on temporal probability prediction method to improve the accuracy and efficiency of construction.It applies the ARIMA-LSTM hybrid model to high arch dam engineering,preparing construction data through data collection,outlier processing,data averaging,and missing value processing.The establishment and parameter setting of ARIMA and LSTM models,as well as the design of a combined prediction process,can better predict the construction parameters of high arch dams.In terms of optimizing and updating construction parameters,it conducted simulation parameter analysis for high arch dam construction,with a particular focus on the calculation method for the single cycle duration of cable cranes.By planning the circular route,setting operating parameters,and calculating the duration of a single cycle,efforts can be made to optimize the construction process,ensuring the efficiency and safety of high arch dam construction.Finally,this paper conducted a comprehensive analysis of the actual application effect of the model,evaluating its performance and application effectiveness by comparing the predicted results with the actual values.
temporal probabilityhigh arch dam constructionparameter simulation applicationapplication effect
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