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Design and Practice of Cloud Computing Platform for TBM Operation Information
(1 China Railway Engineering Equipment Co. ,Ltd., Zhengzhou 450016; 2 China Railway Hi-tech Industry Inc., Beijing 100071;3 State Key Laboratory for Geomechanics & Deep Underground Engineering, CUMT, Xuzhou 221116)
Abstract The problems of TBM construction data loss, information barriers and absence of data mining have con? strained the advancement of basic technologies in TBM field. Aimed at building a cloud computation platform for TBM operation information, a new concept of 3B, i. e. Born by digit, Born in format and Born to the cloud, was presented, the issues of information acquisition, transmission and storage during TBM operation were solved, and massive heterogeneous information intelligent transmission system and big data warehouse of TBM group were established. A structure model of cloud computation platform was designed by taking Hadoop system as ecosphere, and a cloud computation platform was built to deploy related algorithm, realizing on-line monitoring and data sharing, furthermore the data law mining of interaction of rock mass versus TBM machine was conducted based on big data technique, exploring the development direction of the information platform.
Abstract：
The problems of TBM construction data loss, information barriers and absence of data mining have con? strained the advancement of basic technologies in TBM field. Aimed at building a cloud computation platform for TBM operation information, a new concept of 3B, i. e. Born by digit, Born in format and Born to the cloud, was presented, the issues of information acquisition, transmission and storage during TBM operation were solved, and massive heterogeneous information intelligent transmission system and big data warehouse of TBM group were established. A structure model of cloud computation platform was designed by taking Hadoop system as ecosphere, and a cloud computation platform was built to deploy related algorithm, realizing on-line monitoring and data sharing, furthermore the data law mining of interaction of rock mass versus TBM machine was conducted based on big data technique, exploring the development direction of the information platform.
2018, Vol. 55 