\r刘 哲¹，丁 阳^{1, 2}，宗 亮^{1, 2}

AuthorsHTML:\r刘 哲¹，丁 阳^{1, 2}，宗 亮^{1, 2}

AuthorsListE:\rLiu Zhe¹，Ding Yang^{1, 2}，Zong Liang^{1, 2}


AuthorsHTMLE:\rLiu Zhe¹，Ding Yang^{1, 2}，Zong Liang^{1, 2}


Unit:\r1. 天津大学建筑工程学院，天津 300072；
2. 滨海土木工程结构与安全教育部重点实验室(天津大学)，天津 300072


Unit_EngLish:\r1. School of Civil Engineering，Tianjin University，Tianjin 300072，China；
2. Key Laboratory of Coast Civil Structure Safety(Tianjin University)，Ministry of Education，Tianjin 300072，China


Abstract_Chinese:\r为研究圆拱形钢结构模态频率在环境温度下的时变特征，本文以潍坊市白浪河摩天轮钢结构为研究对象，首先采用数值模拟和实测数据统计分析的方法揭示其模态频率的温度影响规律，然后采用BP 神经网络建立起该结构模态频率与环境温度之间的回归模型，并基于该模型消除环境温度对结构模态频率的影响．结果表明：环境温度主要通过使结构材料的力学性能和结构状态发生改变来影响圆拱钢结构的模态频率；白浪河摩天轮结构模态频率随温度升高而降低，在监测时间内频率最大变化幅度为3.04%；该结构面内振型频率所受温度影响高于面外振型，其中结构状态改变是面内振型频率变化的主要因素；BP 神经网络模型可以正确反映模态频率和环境温度之间的变化关系，利用建立的频率-温度回归模型可有效消除环境温度对结构模态频率的影响．


Abstract_English:\rTo investigate the time-varying characteristics of the modal frequency of circular arch steel structure under environmental temperature，the White-Wave River Ferris wheel in Weifang is taken as the research object in this study. The temperature influence of the modal frequency is studied by numerical simulation and statistical analysis of actual monitoring data. A regression model of modal frequency-temperature is also established based on the back propagation(BP)neural network technology for eliminating the temperature influence. The results show that temperature affects the modal frequency of structure by changing the mechanical properties and structural state of the structural material. For the White-Wave River Ferris wheel，the modal frequency decreases while the temperature increases，and the maximum change of frequency during the monitoring period is 3.04%. The temperature sensibility of the in-plane vibration mode frequency is higher than that of the out-plane vibration mode. The change of structural state is the main factor of the in-plane modal frequency vibration. The model established by BP neural network can accurately reflect the relationship between modal frequency and temperature. The frequency-temperature regression model can effectively eliminate the temperature influence of structure modal frequency.


Keyword_Chinese:环境温度；圆拱形钢结构；模态频率；BP神经网络


Keywords_English:environmental temperature；circular arch steel structure；modal frequency；BP neural network



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