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船舶动力设备因故障监测信号样本少、变化缓慢且数据特征呈非线性,使得设备故障模式的准确识别和状态预测比较难。鉴于此,文章研究了基于隐马尔科夫模型的故障模式识别方法,利用该模型将微弱变化的信号特征转换为变化较大的对数似然概率对故障模式实现有效识别。在此基础上进一步提出基于HMM-SVR的设备状态预测模型,将遗传算法用于支持向量回归模型参数寻优,并结合隐马尔科夫模型,实现对设备状态的预测。对船用柴油机进行仿真,结果表明上述模型具有较高的识别率,能准确预测船舶动力设备的当前状态。 相似文献
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Combining the present situation and development trend of different tunnel support technologies at home and abroad, this paper analyzes the problems of rockburst in hard rock tunnels and large deformation in soft rock tunnels caused by high ground stress. It is concluded that: 1) regarding the rockburst problem, the current support technology is mainly influenced by the rock burst mechanism which is dominated by static factors, and so the used support components are generally of smaller deformation performance and "passive support" properties; 2) as the rockburst is the result of dynamic-static stress coupling, and only the anchor bolt has the "active support" attribute in the current "shotcrete+anchor bolt+wire net" support system, so the best support system should have the two functions of active support and energy release in terms of the rockburst problem, and the key focus of the research and development is anchorage members; 3) there are three main support types for large deformation in soft rock tunnels, e.g. the heavy support, layered support and yielding support. Among them, the heavy support system in underground cavern with large deformation is easy to induce excessive surrounding rock pressure, and so the applicable conditions are limited. The layered support system is still not the best choice due to its immature theoretical study, difficult determination of the thickness value and the installation time of each support layer and the interference to construction progress. With the characteristics of timely support and yielding while supporting, the yielding support system can give full play to the performance values of surrounding rocks and supporting materials, and make both of them reach the optimal state, so it is the best choice for supporting the soft rock tunnels with large deformations. © 2018, Editorial Office of "Modern Tunnelling Technology". All right reserved. 相似文献
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More and more multiple-track tunnels and super-large section tunnels have been built, and disman- tling of temporary strut is a weak point of the whole structure during force transfer when the secondary lining is con- structed. It is significant to guarantee structure safety during dismantling of temporary strut. Little systematic re- search on safety in dismantling of temporary strut of the super-large section tunnel with double-layer primary support has been conducted, so the internal force and security of the two-layer primary support of the Xinkaotang tunnel were analyzed by a numerical analysis and site measurement, and it proves the effect of two-layer primary support on the safety during strut dismantling. The research results indicate that: (1) with constant support thickness and one-time longitudinal dismantling length, the safety factor of secondary primary support is larger than that of the first primary support, and the safety factor of the first primary support is larger than that of the single-layer primary support. Change range of safety factor for the first primary support is smaller than that of the single-layer primary support, and the safe factor for the single-layer primary support is smaller than that of the secondary primary support; (2) with the same support pattern, the safety factors increase firstly and then decrease with an increase of the onetime dismantling length. The calculated results of various cases show that the reasonable one-time dismantling length for this project is about 9 m. © 2018, Editorial Office of "Modern Tunnelling Technology". All right reserved. 相似文献
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水平旋喷桩施工工艺在深圳地铁施工中的应用 总被引:1,自引:0,他引:1
在深圳地铁安托山站—侨香站区间矿山法隧道超前支护施工中,由于采用了水平旋喷桩施工工艺,成功地解决了安-侨区间暗挖隧道在饱和粉细砂层及砾砂层中近距离穿越大断面雨水箱涵及φ500 mm次高压燃气管线的难题,节约了施工成本,充分显示了水平旋喷桩施工工艺在富水砂层浅埋暗挖隧道开挖预支护工程应用上的经济优势。文章论述了水平旋喷桩的工艺机理、适应性、优缺点以及在该工程中的应用效果。 相似文献
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文章以陈家田分离式桥现浇连续箱梁满堂钢管支架施工为例,介绍了在山区软质地基上进行现浇预应力连续箱梁满堂钢管支架施工的总体布置方案,并通过支架力学检算验证了施工方案的可行性,同时阐述了支架地基处理、支架装拆及加载预压等施工过程。 相似文献
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以下穿岩堆段的丽香铁路黄山哨隧道为工程依托,对岩堆段地表开裂及洞内初期支护边墙严重变形的问题进行研究。地表埋设6根测斜管监测地表位移情况,洞内布置3个断面进行围岩压力、钢架内力、二次衬砌内力、初期支护与二次衬砌间的接触压力、锚杆轴力量测。在分析现场岩堆段洞内外受力机制及原因的基础上,根据数值计算结果优化二次衬砌断面型式及进一步加大二次衬砌厚度及配筋。采取以下措施控制隧道岩堆段变形: 1)地表岩堆土石接触面开裂处增设截排水措施; 2)加大隧道初期支护钢架型号及加长岩堆侧边墙径向系统锚杆; 3)加大隧道边墙轮廓曲率并优化隧道二次衬砌型式为圆顺型; 4)隧道预留变形量加大至30 cm; 5)隧道二次衬砌内净空预留50 cm补强空间; 6)隧道拱部设置42小导管超前支护。现场岩堆段采取以上措施后已顺利施工通过,根据洞内外监测结果显示,结构在安全可控范围内。 相似文献