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作 者:花胜强[1,2] 顾晓峰 高磊[1,2] 蔡杰[1,2] 郑健兵[1,2] HUA Shengqiang GU Xiaofeng GAO Lei CAI Jie ZHENG Jianbing(State Grid Electric Power Research Institute, Nanjing 211106, Jiangsu, China NARI Group Corporation, Nanjing211106, Jiangsu, China Jiagsu Taihu Water Resources Planning & Design Institute Co., Ltd., Suzhou 215128, Jiangsu, China)
机构地区:[1]国网电力科学研究院,江苏南京211106 [2]南瑞集团公司,江苏南京211106 [3]江苏省太湖水利规划设计研究院有限公司,江苏苏州215128
出 处:《水力发电》2017年第3期120-122,共3页Water Power
摘 要:针对大坝安全监测中自动化测量系统的验证和校核,提出了一种新型的数据比测方法。首先,基于时间序列对人工和自动化观测数据进行测次对齐,降低因样本本身带来的差异性;第二,基于变化阈值统计二者间超差测次的数量和比例;第三,基于方差分析判定二者测量差值是否满足2ζ法则;第四,进行样本相关性及差异性分析,检定二者互相关性的强弱,及在多个显著性水平上差异是否显著;最后,基于谱分析对比二者的规律性如周期、变幅。通过多个维度的比较分析,全面检定人工和自动化测量结果的一致性水平,为自动化监测系统的验证和校核提供了更可靠的依据。A new comparison measurement model is proposed for the validation and verification of automatic dam safety monitoring system. Firstly, both manual and automatic data are aligned based on measuring time to reduce deviation.Secondly, the amount and ratio of overrun-difference data is calculated. Thirdly, whether the difference of two data meets the2ζ law is checked based on variance analysis. Fourthly, the correlation strength and whether the difference is significant on specified significance level are examined. Finally, the regularity of two data such as period and amplitude is compared based on spectrum analysis. By multi-dimension comparing, the validation and verification of automatic dam monitoring system would be more reliable under this model.
关 键 词:大坝监测 自动化比测 方差分析 显著性检验 谱分析
分 类 号:TP698.1[自动化与计算机技术—控制理论与控制工程]
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