农业机械(农机)在多个地块作业,费用和效率有时需按地块统计,现有的农机监控系统仅能记录农机定位信息和作业状态信息,难以实现地块的自动精准划分。本文通过研究轨迹点属性特征,分析作业地块数量不确定性和轨迹点分布规律,采用基于密...农业机械(农机)在多个地块作业,费用和效率有时需按地块统计,现有的农机监控系统仅能记录农机定位信息和作业状态信息,难以实现地块的自动精准划分。本文通过研究轨迹点属性特征,分析作业地块数量不确定性和轨迹点分布规律,采用基于密度聚类方法(Density-based spatial clustering of applications with noise, DBSCAN)和分类器集成算法(BP_Adaboost)结合的方法划分地块。根据DBSCAN算法对农机轨迹点多数有效、识别错误集中的特点,结合BP_Adaboost算法挖掘多维度信息关联、容错能力强、分类效果好等优势,先利用DBSCAN得到初步的轨迹点状态类别,再利用BP_Adaboost算法建立训练模型对农机轨迹点状态精准识别,根据时间序列和类别标记划分地块。本文方法既解决了只依靠阈值和经纬度信息聚类不准确的问题,也减少了大量样本标记工作。利用该方法轨迹点状态识别准确率达96.75%,地块划分准确率为97.74%。展开更多
On the basis of reprocessing 34 new two-dimensional spliced long sections(20,191 km) in the Tarim Basin, the deep structure features of the Tarim Basin were analyzed through interpreting 30,451 km of two-dimensional s...On the basis of reprocessing 34 new two-dimensional spliced long sections(20,191 km) in the Tarim Basin, the deep structure features of the Tarim Basin were analyzed through interpreting 30,451 km of two-dimensional seismic data and compiling basic maps. Seismic interpretation and geological analysis conclude that the Nanhua-Sinian strata are a set of rift-depression depositional systems according to their tectonic and depositional features. The rift valley formed in the Nanhua Period, and the transformation became weaker during the late Sinian Period, which eventually turned into depression. From bottom to top, the deposited strata include mafic igneous, tillite, mudstone, and dolomite. Three major depocenters developed inside this basin during the rift stage and are distributed in the eastern Tarim Basin, the Awati area, and the southwestern Tarim Basin. Among them, the rift in the eastern Tarim Basin strikes in the near east-west direction on the plane and coincides with the aeromagnetic anomaly belt. This represents a strong magnetic zone formed by upwelling basic volcanic rock along high, steep normal faults of the Nanhua Period. Controlled by the tectonic background, two types of sedimentary systems were developed in the rift stage and depression stage, showing two types of sequence features in the Sinian depositional stage. The Nanhua System appears as a wedge-shaped formation, with its bottom in unconformable contact with the base. The rifting event has a strong influence on the current tectonic units in the Tarim Basin, and affects the distribution of source rock in the Yuertus Formation and reservoir beds in the Xiaoerbulake Formation in Lower Cambrian, as well as the gypseous cap rock in Middle Cambrian. The distribution features of the rifts have important and realistic significance for determining the direction of oil and gas exploration in the deep strata of the Tarim Basin. Comprehensive analysis suggests that the Tazhong region is the most favorable zone, and the Kalpin-Bachu region is the optimal potential zone for exploring sub-salt oil and gas in deep Cambrian strata.展开更多
The coal with low moisture during carbonization could not only increase the yield of coke,but also promote the coke quality and reduce the energy consumption.In this paper,the influence of the moisture in the blend co...The coal with low moisture during carbonization could not only increase the yield of coke,but also promote the coke quality and reduce the energy consumption.In this paper,the influence of the moisture in the blend coal(1.8%10.13%)on the product yields and coke quality during coal carbonization were investigated.The results show that the coke yield is increased from 75.90%to 77.16%,and the coke qualities such as coke strength after reaction with CO2(CSR),coke reactivity index(CRI),fragmentation index(M25)and abrasion index(M10))are also improved when the moisture of the blend coal decreases from 10.13%to 1.80%in a bench scale reactor.Due to the secondary reaction,tar become lighter when the moisture is decreased.In order to further prove the above results,the blend coal with 1.8%and 9%10%(common moisture used in coke plant)moisture is carbonized in a coke oven with 6 m height,the results show that CRI are 23.4%and 27.3%,CRS are 67.1%and 62.2%under 1.8%and 9%10%moisture of blend coal.Moreover,the variation of the moisture in blend coal has a limited influence on dust emission at the ascension pipe and the charging car.展开更多
文摘农业机械(农机)在多个地块作业,费用和效率有时需按地块统计,现有的农机监控系统仅能记录农机定位信息和作业状态信息,难以实现地块的自动精准划分。本文通过研究轨迹点属性特征,分析作业地块数量不确定性和轨迹点分布规律,采用基于密度聚类方法(Density-based spatial clustering of applications with noise, DBSCAN)和分类器集成算法(BP_Adaboost)结合的方法划分地块。根据DBSCAN算法对农机轨迹点多数有效、识别错误集中的特点,结合BP_Adaboost算法挖掘多维度信息关联、容错能力强、分类效果好等优势,先利用DBSCAN得到初步的轨迹点状态类别,再利用BP_Adaboost算法建立训练模型对农机轨迹点状态精准识别,根据时间序列和类别标记划分地块。本文方法既解决了只依靠阈值和经纬度信息聚类不准确的问题,也减少了大量样本标记工作。利用该方法轨迹点状态识别准确率达96.75%,地块划分准确率为97.74%。
基金the projects of the China Geological Survey Program(Grant No.DD20160169.12120115001801,1211302108022 and DD20190708).
文摘On the basis of reprocessing 34 new two-dimensional spliced long sections(20,191 km) in the Tarim Basin, the deep structure features of the Tarim Basin were analyzed through interpreting 30,451 km of two-dimensional seismic data and compiling basic maps. Seismic interpretation and geological analysis conclude that the Nanhua-Sinian strata are a set of rift-depression depositional systems according to their tectonic and depositional features. The rift valley formed in the Nanhua Period, and the transformation became weaker during the late Sinian Period, which eventually turned into depression. From bottom to top, the deposited strata include mafic igneous, tillite, mudstone, and dolomite. Three major depocenters developed inside this basin during the rift stage and are distributed in the eastern Tarim Basin, the Awati area, and the southwestern Tarim Basin. Among them, the rift in the eastern Tarim Basin strikes in the near east-west direction on the plane and coincides with the aeromagnetic anomaly belt. This represents a strong magnetic zone formed by upwelling basic volcanic rock along high, steep normal faults of the Nanhua Period. Controlled by the tectonic background, two types of sedimentary systems were developed in the rift stage and depression stage, showing two types of sequence features in the Sinian depositional stage. The Nanhua System appears as a wedge-shaped formation, with its bottom in unconformable contact with the base. The rifting event has a strong influence on the current tectonic units in the Tarim Basin, and affects the distribution of source rock in the Yuertus Formation and reservoir beds in the Xiaoerbulake Formation in Lower Cambrian, as well as the gypseous cap rock in Middle Cambrian. The distribution features of the rifts have important and realistic significance for determining the direction of oil and gas exploration in the deep strata of the Tarim Basin. Comprehensive analysis suggests that the Tazhong region is the most favorable zone, and the Kalpin-Bachu region is the optimal potential zone for exploring sub-salt oil and gas in deep Cambrian strata.
基金Project(51706160)supported by the National Natural Science Foundation of ChinaProject(T201906)supported by the Foundation for Outstanding Youth Innovative Research Groups of Higher Education Institution in Hubei Province,China
文摘The coal with low moisture during carbonization could not only increase the yield of coke,but also promote the coke quality and reduce the energy consumption.In this paper,the influence of the moisture in the blend coal(1.8%10.13%)on the product yields and coke quality during coal carbonization were investigated.The results show that the coke yield is increased from 75.90%to 77.16%,and the coke qualities such as coke strength after reaction with CO2(CSR),coke reactivity index(CRI),fragmentation index(M25)and abrasion index(M10))are also improved when the moisture of the blend coal decreases from 10.13%to 1.80%in a bench scale reactor.Due to the secondary reaction,tar become lighter when the moisture is decreased.In order to further prove the above results,the blend coal with 1.8%and 9%10%(common moisture used in coke plant)moisture is carbonized in a coke oven with 6 m height,the results show that CRI are 23.4%and 27.3%,CRS are 67.1%and 62.2%under 1.8%and 9%10%moisture of blend coal.Moreover,the variation of the moisture in blend coal has a limited influence on dust emission at the ascension pipe and the charging car.
