基于GA-ELM浆体管道输送临界流速预测模型研究

针对浆体管道输送临界流速预测难度大、精确度低等技术难题,提出了基于极限学习机(ELM)的临界流速预测模型,用训练集对模型进行训练,以验证集预测值的均方误差作为适应度函数,利用遗传算法(GA)对ELM模型参数进行优化,应用优化得到的ELM模型对预测集进行预测。以某矿山为例,模型参数优化结果如下:隐含层节点数L为400,输入权值ai、偏置向量bi最优组合下预测结果适应度为0.0201。采用优化的ELM模型对预测集进行预测,预测结果的最大相对误差x=3.96%,平均相对误差y=1.58%,对比BP神经网络(x=12.95%)和SVM模型(x=3.19%),表明ELM模型更加精确、高效。     

软、硬煤层残余瓦斯含量区域效果检验临界值研究

针对软、硬煤层瓦斯含量区域突出危险性效检指标临界值存在较大差异这一工程实际。建立软、硬煤样相关参数关系模型,对基于残余瓦斯含量的区域防突措施效果检验指标临界值进行研究。结果表明:同一煤质软煤和硬煤瓦斯吸附量差别不大,但随着煤的变质程度降低,软、硬煤瓦斯吸附量差值先减小后增大。对存在软、硬分层的煤层,建议采用0.74MPa时软、硬煤瓦斯含量测值的小值（取整）作为煤层残余瓦斯量指标的临界值。此研究因地制宜地确定符合矿井实际的突出预测指标临界值和区域措施效果检验指标临界值,对降低防突成本具有重要意义。     

基于监测及Kriging方法的京津冀地区大气污染物暴露分布研究

为了实现充分利用已有环境监测站点数据进行人群精细化暴露评估的目的,同时解决某些待测人群社区周边无监测站点时数据的选择问题,以保定市作为大气高污染研究城市,基于现场监测和Kriging（克里金插值）空间分析方法,明确了在研究大气污染物人群暴露时,某一个固定监测站污染物数据的代表性问题.研究表明:对于大气中φ（SO₂）、φ（NO₂）、颗粒物及其组分,空气质量监测点位的代表性一般为5~6 km;对于φ（CO）、φ（O₃）和φ（VOCs）,它们在城市不同地区的空间分布更为均匀,空气质量监测点位的代表性范围更大.通过使用Radial Basis Functions（径向基函数,RBF）、Local Polynomial Interpolation（局部多项式插值,LPI）、Inverse Distance Weighting（反距离权重插值,IDW）、Kriging、Kernel Smoothing（内核平滑插值,KS）和Diffusion Kernel（内核扩散插值,DK）等6种空间分析方法对大气污染物浓度进行预测发现,Kriging方法对大气污染物浓度预测时可使预测值和实测值间的偏差小于10%,准确度最高.因此,在进行某城市某点位的污染物人群暴露浓度预测时,若该点位周边5 km以内有空气质量监测点位,则可用该点位的监测值代替;若5 km以内没有空气质量监测点位,则可基于最近监测点位的污染物浓度进行Kriging空间插值,从而获得该点位的污染物暴露水平.      

三棱钻杆粉体负载扭矩计算模型研究

为了实现三棱钻杆转动过程的定量化计算,在分析了三棱钻杆排粉机理的基础上,提出了基本假设,建立了扭矩基本物理模型,并阐述了物理模型的求解过程,得到了基本参数的解析解。在此基础上,对相关参数的求取方法以及最小扭矩问题进行了分析讨论,求得了钻孔内煤粉密度ρ的解析解以及降低钻杆整体扭矩的方法,提出了实际应用环节测定临界转速w界的实验方法,并得到了提高钻孔长度的理论方法。     

诱导结晶反应中介稳区的研究

CaCl₂-Na₂CO₃溶液体系中c(Ca2+)和c(CO₃2-)处于介稳区中,是该体系诱导结晶反应能够进行的前提条件.临界值点是介稳区的边界点,应用电导率法测定CaCl₂-Na₂CO₃溶液体系的临界值点,对影响临界值的温度,pH,反应时间和搅拌强度等因素进行了研究,绘制了不同条件下CaCl₂-Na₂CO₃溶液体系的介稳区.结果表明,降低温度,增加溶液的pH,搅拌强度适中能够降低出现临界值时的电导率,增加介稳区的面积.考虑到试验的可操作性和成本等因素,确定CaCl₂-Na₂CO₃溶液体系诱导结晶反应的最佳条件:温度为25 ℃,pH为9.0,反应时间为10 min,搅拌强度为200 r/min.在最佳反应条件下,c(Ca2+)和c(CO₃2-)满足3.496×10-10［Ca2+］-1.182 6<［ CO₃2-］<4.96×10-9［Ca2+］>/sup>-1时,诱导结晶反应能够在介稳区中进行.      

分岔隧道火灾火源位置对临界风速影响的数值模拟分析

为探究分岔隧道火灾火源位置对临界风速的影响规律,使用数值模拟方法对火源位于分岔隧道分岔口前和分岔口后的火灾场景下的临界风速进行研究.研究结果表明:火源位于分岔口后的主隧道时,临界风速明显大于火源位于分岔口前的临界风速;在一定范围热释放速率下,分岔隧道临界风速与热释放速率的1/3次方成正比;在分岔隧道模型中,相同热释放速...     

Isometric Pull and Push Strengths of Paraplegics in the Workspace: 2. Statistical Analysis of Spatial Factors

The effect of reach levels, horizontal angles, and vertical angles on isometric pull and push strengths of male and female was determined. Highly significant increases in men’s push strength were found between extreme to maximum reaches, and from extreme to normal reaches. However, for women’s push strength, a significant increase was found only between extreme to maximum reach. Significant or highly significant increases were found in men’s and women’s pull strength between the horizontal angle (θ) sagittal through the active shoulder (90°) and other angles (0, 45, and 135°). However, for men’s push strength, highly significant increases were found between the horizontal angle 45° from the frontal plane, and other angles. For women’s push strength, significant or highly significant increases were found between the horizontal angles 0° and angles of 90 and 135°. For men’s and women’s pull strength, significant or highly significant increases were found between the vertical angle (?), 90°, and other angles (–20, 0, and 45°). Similar increases were found for women’s push strength between the 45° angle and other angles. In the design of a workstation for paraplegics that requires pull and push forces, consideration must be given to the spatial factors.     

Flicker Test as a Load Measurement During the Combined Effect of Heat and Noise

This study was a joint physiological and psychological experiment undertaken to determine changes in physiological and psychological human functions under the combined influence of heat, noise, and physical activity. Seven experimental situations were simulated in a climatic chamber with different configurations of three independent variables: heat (40 °C), noise (98 dB), and physical effort (30% of maximum volume of oxygen uptake—V0₂ max). Five psychological variables (critical flicker fusion—CFF, hand tremor, reaction time, subjective climate evaluation, and subjective evaluation of the given condition load) and two physiological variables (heart rate and rectal temperature) were monitored. Results indicate that CFF changed (increased) significantly when more than one experimental variable was applied. These changes coincided with significant changes in both subjective climate evaluation and subjective evaluation of a given condition load. There were no significant changes in psychomotor functions (hand tremor and reaction time). None of the observed physiological parameters were above the critical value. The results suggest that CFF can be treated as a psychophysical load indicator.     

Integrating waste,manufacturing and industrial symbiosis: an analysis of recycling,remanufacturing and waste treatment firms in Texas

The continually increasing volume of the waste stream has led to numerous calls for strategies to close the loop on material use through industrial symbiosis strategies which direct used material and products (wastes) back to production processes. By use of a survey of recycling, remanufacturing and waste treatment firms in Texas, this paper asks if these firms can operate as a bridge between production and consumption/waste to efficiently increase the flow of used materials and products back to production processes at the local level. The results suggest that while most materials and used products are collected locally, only some can be re(consumed) locally. Moreover, the firms face negative perceptions about their activities from industry and the public at large that likely slow both the rate of entry of new firms into these markets and the expansion possibilities of existing firms. In addition, the types of conventions that characterize the interactions of more successful firms are not well developed in this sector(s). It is unlikely that recycling, remanufacturing and waste treatment firms can become central players in the production, consumption and waste cycle loop until society develops production design, marketing and consumption philosophies that include recycling and remanufacturing at a fundamental level.     

钢铁生产行业二英污染特征变化及其排放因子

对我国某省多家钢铁生产企业烧结工序和电炉工序排放烟气中二英（PCDD/Fs）污染水平、排放特征及其排放因子进行了初步研究.结果表明,烧结工序PCDD/Fs毒性当量浓度（以I-TEQ计,下同）为0.003~0.557 ng·m^-3,均值为0.165 ng·m^-3;电炉工序PCDD/Fs毒性当量浓度为0.006~0.057 ng·m^-3,均值为0.025 ng·m^-3.PCDD/Fs毒性当量浓度水平总体较低,较2005~2019年研究报道结果下降1~2个数量级.2005~2020年,钢铁生产行业排放PCDD/Fs毒性当量浓度水平先升高后降低,尤其是新的标准限值实施以及对烟尘等常规污染物进行超低排放控制后,呈现大幅下降.指纹谱图特征显示,所有烟气样品17种PCDD/Fs中最大浓度贡献单体为2,3,7,8-TCDF,与已有研究中以高氯代PCDFs和PCDDs为主不同,且低氯代PCDFs占比有所增加,表明PCDD/Fs生成主要来源有所变化.烧结工序和电炉工序PCDD/Fs同类物指纹分布特征相似,呈现典型的高温热过程特征,两个工序生产过程中PCDD/Fs的生成机制可能均为"从头合成".钢铁生产企业烧结工序PCDD/Fs废气排放因子（以I-TEQ计,下同）为0.003~0.5 μg·t^-1,排放因子平均值为（0.18±0.22）μg·t^-1;电炉工序PCDD/Fs废气排放因子为0.04~0.5 μg·t^-1,排放因子平均值为（0.27±0.23）μg·t^-1;低于UNEP于2013发布的"二英和呋喃排放识别和量化标准工具包"以及2004年我国二英排放清单中的排放因子,建议对我国钢铁生产行业PCDD/Fs排放状况开展调查,更新排放因子.