回采工作面瓦斯涌出量预测的神经网络方法

回采工作面瓦斯涌出量受煤层瓦斯含量、工作面产量和采煤方法等各种因素的影响 ,笔者通过研究得出 :回采工作面瓦斯涌出量与煤层的赋存条件和开采条件之间是一种非线性关系 ,但目前还难以用精确的数学建模来求解。因此 ,提出了一种应用BP人工神经网络模型和算法 ,建立工作面瓦斯涌出量预测模型 ,从而预测不同开采条件下回采工作面瓦斯涌出量。实际应用表明 ,模型精度能满足要求。笔者还对隐含层神经元数目对步长影响作了讨论。     

Modelling nitrogen fluxes at the landscape scale

The distribution and impacts of different nitrogen pollutants are inextricably linked. To understand the problem fully, the interactions between the different pollutants need to be taken into account. This is particularly important when it comes to abatement techniques, since measures to reduce emissions of one nitrogen pollutant can often lead to an increase in another. This project represents a step towards greater understanding of these issues by linking together new and existing nitrogen flux models into a larger framework. The modelling framework has been constructed and some of the nitrogen flows between fields, farms and the atmosphere have been modelled for a UK study area for typical farm management scenarios.     

大气环境立法新动向

大气环境法是随大气环境的变化而发展的。通过分析美、日、中等国家近年来的大气环境立法状况，概括出目前大气环境立法的五大趋势。这些趋势反映了人们对大气污染防治问题认识的深入和对大气环境污染防治法律观念的转变。     

车辆保险--交通安全管理的经济手段

中国道路交通安全面临着前所未有的挑战.本文在分析车辆保险与投保人安全驾驶关系的基础上,提出推行车辆保险是解决我国当前道路交通安全、保障交通事故受害者合法权益的有效经济手段之一.     

Life cycle energy impacts of automotive liftgate inner

This paper compares the life cycle energy use of a cast-aluminum, rear liftgate inner and a conventional, stamped steel liftgate inner used in a minivan. Using the best available aggregate life cycle inventory data and a simple spreadsheet-level analysis, energy comparisons were made at both the single-vehicle and vehicle-fleet levels. Since the product manufacture and use are distributed over long periods of time that, in a fleet, are not simple linear combinations of single product life cycles. Thus, it is all the products in use over a period of time, rather than a single product, that are more appropriate for the life cycle analysis. Using a set of consistent data, analyses also examine sensitivity to the level of analysis and the assumptions to determine the most favorable materials with respect to life cycle energy benefits.As expected, life cycle energy impacts of aluminum are lower than steel at a single-vehicle level – energy savings are determined to be 1.8 GJ/vehicle. Most energy savings occur at the vehicle operation phase due to improved fuel economy from lightweighting. The energy benefits are realized only very close to the average vehicle life of 14 years. With the incremental growth of the vehicle fleet, it takes longer – about 21 years – for aluminum to achieve life cycle equivalence with steel. The number of years aluminum needs to achieve equivalence with steel was found to be quite sensitive to aluminum manufacturing energy and fuel economy. As the steel industry races to compete with other materials for automotive lightweighting, a systems approach, instead of part-to-part comparison, is more appropriate in the determination of viability of aluminum substitution from an energy perspective.     

Suicide by crashing into a heavy vehicle: Focus on professional drivers using in-depth crash data

Objective: Road traffic suicides typically involve a passenger car driver crashing his or her vehicle into a heavy vehicle, because death is almost certain due to the large mass difference between these vehicles. For the same reason, heavy-vehicle drivers typically suffer minor injuries, if any, and have thus received little attention in the research literature. In this study, we focused on heavy-vehicle drivers who were involved as the second party in road suicides in Finland.

Methods: We analyzed 138 road suicides (2011–2016) involving a passenger car crashing into a heavy vehicle. We used in-depth road crash investigation data from the Finnish Crash Data Institute.

Results: The results showed that all but 2 crashes were head-on collisions. Almost 30% of truck drivers were injured, but only a few suffered serious injuries. More than a quarter reported sick leave following their crash. Injury insurance compensation to heavy-vehicle drivers was just above €9,000 on average. Material damage to heavy vehicles was significant, with average insurance compensation paid being €70,500. Three out of 4 truck drivers reported that drivers committing suicide acted abruptly and left them little opportunity for preventive action.

Conclusions: Suicides by crashing into heavy vehicles can have an impact on drivers’ well-being; however, it is difficult to see how heavy-vehicle drivers could avoid a suicide attempt involving their vehicle.     

An investigation on the fuel savings potential of hybrid hydraulic refuse collection vehicles

Refuse trucks play an important role in the waste collection process. Due to their typical driving cycle, these vehicles are characterized by large fuel consumption, which strongly affects the overall waste disposal costs. Hybrid hydraulic refuse vehicles offer an interesting alternative to conventional diesel trucks, because they are able to recuperate, store and reuse braking energy. However, the expected fuel savings can vary strongly depending on the driving cycle and the operational mode. Therefore, in order to assess the possible fuel savings, a typical driving cycle was measured in a conventional vehicle run by the waste authority of the City of Stuttgart, and a dynamical model of the considered vehicle was built up. Based on the measured driving cycle and the vehicle model including the hybrid powertrain components, simulations for both the conventional and the hybrid vehicle were performed. Fuel consumption results that indicate savings of about 20% are presented and analyzed in order to evaluate the benefit of hybrid hydraulic vehicles used for refuse collection.     

北京电动出租车与燃油出租车生命周期环境影响比较研究

燃油机动车尾气排放是导致城市包括雾霾在内的大气环境问题的主要来源之一.以电动汽车替代传统燃油车是当前各国解决城市大气污染问题的重要举措.北京于2011年启动了电动出租车推广计划.为比较北京市迷迪电动汽车和现代燃油车生命周期的环境影响,运用生命周期评价方法,基于Ga Bi4.4软件,选用CML2001和EI99影响评价模型对两款车的生产、使用和报废回收全生命周期过程的环境影响进行了定量评价,并针对汽车报废里程和电力能源结构进行了敏感性分析.结果表明,从全生命周期视角,根据EI99评价模型,迷迪电动汽车环境影响总体上优于现代燃油车,尤其在削减化石能源消耗方面优势凸显,但在生态系统质量影响及人体健康影响方面却略有增大的趋势;利用CML2001模型对比分析得出迷迪电动汽车比燃油出租车在对非生物资源消耗、全球变暖以及臭氧层损耗等方面有明显改善;但在生产阶段尤其是动力系统生产方面在非生物资源消耗、酸化、富营养化、全球变暖、光化学臭氧合成、臭氧层损耗、生态毒性等生态环境影响却均有增大趋势.使用阶段电力生产是迷迪电动汽车非生物资源消耗、酸化、富营养化、全球变暖、光化学臭氧合成、生态毒性等环境影响的主要来源;而现代燃油出租车使用阶段的环境影响主要来源于尾气排放和汽油生产,其中尾气排放是造成现代燃油车在富营养化和全球变暖等方面影响潜值较大的主要原因;基于清单数据库,针对致霾因子影响分析得出,在2010年北京市电力能源驱动下,迷迪电动车明显增加了超细颗粒物(PM2.5)、氮氧化物(NOx)、硫氧化物(SOx)、挥发性有机物(volatile organic compouds,VOCs)等因子的全生命周期的排放,而同时降低了氨气(NH3)的排放量,使用阶段排放的差别是造成上述趋势的主要原因.对关键因素敏感性分析发现,随着报废里程以及清洁能源比例的增加,迷迪电动汽车相对现代燃油车的单位里程碳减排量呈现增加的趋势.清洁电力能源的使用可大幅降低迷迪电动汽车致霾污染物的排放量.根据分析结果,为北京市电动车的推广提出了对策建议.     

常规施肥条件下农田不同途径氮素损失的原位研究:以长江中下游地区夏玉米季为例

为了解农田常规施肥条件下的不同途径氮素损失特征,本文通过田间原位试验同步研究了长江中下游地区夏玉米生长季氮肥施用后的农田N2O排放、NH3挥发、氮渗漏和地表径流的变化.结果表明,在复合肥为基肥,尿素为追肥,基追肥氮素水平均为150 kg·hm-2的条件下,整个玉米生长季N2O排放系数为3.3%,NH3挥发损失率为10.2%,氮渗漏和地表径流损失率分别为11.2%和5.1%.此外,基肥施用以氮素渗漏损失为主,而追肥氮素损失以氨挥发和渗漏为主,表明不同途径化肥氮素损失主要受氮肥品种影响,玉米季追肥可改用低氨挥发氮肥品种以减少氮素损失.     

不同部位玉米秸秆对两种质地黑土CO2排放和微生物量的影响

秸秆还田后作物残体的分解是农田生态系统碳循环及养分周转平衡的一个至关重要环节.为了探索秸秆化学性质和土壤质地对黑土区土壤CO2排放和微生物量的影响,本文通过室内恒温培养实验研究了添加不同植株部位玉米秸秆(根、茎下部、茎顶部、叶)进入黑土区两种质地土壤(砂壤土和黏壤土)后的CO2排放、微生物量,并分析了它们与秸秆C/N、木质素含量的关系.结果表明,添加不同部位秸秆一致增加土壤CO2排放量,激发效应值介于216.53~335.17μmol·g-1,黏壤土大于砂壤土.激发效应值与木质素/N之间的线性回归关系明显好于激发效应与木质素含量、C/N、含氮量之间的线性关系.添加秸秆增加MBC和MBN含量,降低MBC/MBN,微生物群落氮固持的速率高于碳固持.添加秸秆后,砂壤土微生物量增加的幅度大于黏壤土,总溶解性氮含量小于黏壤土.结果说明,秸秆的木质素和氮含量均会对它的分解和CO2排放产生影响,木质素/N比木质素含量、C/N等更好地说明秸秆分解和CO2排放的差异;与黏壤土相比,在砂壤土中实施秸秆还田可以取得更好的土壤碳固存、微生物量和氮素保持效果.