针对水电机组状态监测数据量逐步增大,数据质量差的问题,提出了一种基于改进K维树(K-Dimensional Tree,KD-Tree)与基于密度的空间聚类算法(Density-Based Spatial Clustering of Applications with Noise,DBSCAN)的水电机组状态监测数...针对水电机组状态监测数据量逐步增大,数据质量差的问题,提出了一种基于改进K维树(K-Dimensional Tree,KD-Tree)与基于密度的空间聚类算法(Density-Based Spatial Clustering of Applications with Noise,DBSCAN)的水电机组状态监测数据清洗方法,首先对输入数据建立KD-Tree,再使用DBSCAN在最近邻样本上扫描完成聚类,聚类结束以后会分离出噪声点,将噪声点去除即可完成对水电机组状态监测数据清洗。选取某水电站状态监测系统上导摆度数据1 088条,再以相同时间间隔插入随机数据100条,通过算例与常规DBScan、K-means、OCSVM算法对比聚类性能与时间性能,所提出的方法识别正确率最高,为97.78%,消耗时间最少,为0.007 732 s,数据清洗效果最优,并可以大幅减少计算时间。展开更多
针对横置轴流滚筒长度受限和脱出物在清选筛入口一角堆积严重的问题,设计了以同轴差速脱粒滚筒、圆锥形清选风机、双层振动筛和螺旋板齿式复脱器为主要工作部件的横置差速轴流式脱分选系统。为了提升横置差速轴流脱分选系统工作性能,设...针对横置轴流滚筒长度受限和脱出物在清选筛入口一角堆积严重的问题,设计了以同轴差速脱粒滚筒、圆锥形清选风机、双层振动筛和螺旋板齿式复脱器为主要工作部件的横置差速轴流式脱分选系统。为了提升横置差速轴流脱分选系统工作性能,设计了喂入量为2 kg/s的试验台,采用二次正交旋转组合设计法进行工作性能试验,考察差速滚筒转速组合、圆锥形风机叶片锥度、差速滚筒高低速段长度配比3个因素对损失率、破碎率、含杂率和脱粒功耗4个性能指标的影响。建立了损失率、破碎率、含杂率、脱粒功耗的回归数学模型,利用Matlab优化工具箱对回归数学模型进行了多目标优化计算。结果表明:影响横置差速轴流脱分选系统损失率、含杂率的3个因素主次顺序依次为差速滚筒转速组合、圆锥形风机叶片锥度、差速滚筒高低速段长度配比;影响横置差速轴流脱分选系统破碎率、脱粒功耗的3个因素主次顺序依次为差速滚筒转速组合、差速滚筒高低速段长度配比、圆锥形风机叶片锥度;最优参数组合为:差速滚筒转速组合750、850 r/min,风机叶片锥度3.8°,高速段比例30%;对应工作性能指标为:损失率1.57%、破碎率0.71%、含杂率0.38%,脱粒功耗6.67 k W/kg。田间试验结果表明,横置差速轴流脱分选系统工作性能指标优于行业标准。展开更多
A new production technology of high-quality trimellitic anhydride with the liquid-phase air-oxidation from 1,2,4-trimethylbenzene was developed.A dehydration column evaporator was used in the process for guaranteeing ...A new production technology of high-quality trimellitic anhydride with the liquid-phase air-oxidation from 1,2,4-trimethylbenzene was developed.A dehydration column evaporator was used in the process for guaranteeing an optimized experimental condition for 1,2,4-trimethylbenzene oxidation.A high quality crystalline trimellitic anhydride with more than 99% purity was obtained by the use of a new electromagnetic frequency inductively coupled bidirectional heater and a nano-filter in the process, resulting in the reduction of side reactions and elimination of insoluble impurities.The merits of low unit consumption, high quality product and less environmental pollution demonstrate its potential application to non-hazardous and environmental friendly production.展开更多
文摘针对横置轴流滚筒长度受限和脱出物在清选筛入口一角堆积严重的问题,设计了以同轴差速脱粒滚筒、圆锥形清选风机、双层振动筛和螺旋板齿式复脱器为主要工作部件的横置差速轴流式脱分选系统。为了提升横置差速轴流脱分选系统工作性能,设计了喂入量为2 kg/s的试验台,采用二次正交旋转组合设计法进行工作性能试验,考察差速滚筒转速组合、圆锥形风机叶片锥度、差速滚筒高低速段长度配比3个因素对损失率、破碎率、含杂率和脱粒功耗4个性能指标的影响。建立了损失率、破碎率、含杂率、脱粒功耗的回归数学模型,利用Matlab优化工具箱对回归数学模型进行了多目标优化计算。结果表明:影响横置差速轴流脱分选系统损失率、含杂率的3个因素主次顺序依次为差速滚筒转速组合、圆锥形风机叶片锥度、差速滚筒高低速段长度配比;影响横置差速轴流脱分选系统破碎率、脱粒功耗的3个因素主次顺序依次为差速滚筒转速组合、差速滚筒高低速段长度配比、圆锥形风机叶片锥度;最优参数组合为:差速滚筒转速组合750、850 r/min,风机叶片锥度3.8°,高速段比例30%;对应工作性能指标为:损失率1.57%、破碎率0.71%、含杂率0.38%,脱粒功耗6.67 k W/kg。田间试验结果表明,横置差速轴流脱分选系统工作性能指标优于行业标准。
文摘A new production technology of high-quality trimellitic anhydride with the liquid-phase air-oxidation from 1,2,4-trimethylbenzene was developed.A dehydration column evaporator was used in the process for guaranteeing an optimized experimental condition for 1,2,4-trimethylbenzene oxidation.A high quality crystalline trimellitic anhydride with more than 99% purity was obtained by the use of a new electromagnetic frequency inductively coupled bidirectional heater and a nano-filter in the process, resulting in the reduction of side reactions and elimination of insoluble impurities.The merits of low unit consumption, high quality product and less environmental pollution demonstrate its potential application to non-hazardous and environmental friendly production.
