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Calculation accuracy of pulsating flow through the turbine of Si-engine turbochargers - Part 2 Measurements, simulation correlations and conclusions 硅发动机涡轮增压器涡轮脉动流量的计算精度。第2部分:测量、模拟关联和结论
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3812
Fredrik Westin, Hans-Erik Ångström
This paper is a continuation of SAE-Paper 2005-01-0222 presented at the 2005 SAE World Congress, denoted Part 1 in this text. In Part 1 three turbines were selected from calculations and three manifolds with different geometries were designed. This paper, Part 2, covers the results from engine-simulations and measurements on these nine different combinations of turbines and manifolds. It was shown that the possibility of maintaining isentropic power was the most important property, overshadowing any differences in turbine efficiency. The isentropic power was inversely dependent on both manifold volume and turbine throat area. The GT-Power models of all nine setups were calibrated against the measured data. The need for efficiency and massflow multipliers is described. The efficiency multiplier depended on mass flow through the turbine, with a distinct minimum value (0.7-0.8) around 0.03 kg/s and higher around that. The efficiency multiplier could not be shown to depend on pulsation amplitude of the turbine inlet flow. The mass flow multiplier was almost linear with engine speed. The on-engine turbine efficiency was calculated from a combination of measured and simulated data. Different approaches for this calculation were tested, among which also mass storage was included. The chosen method used equal massflow in and out from the turbine at every instant and a floating average over 30 CAD. To enable explanation of the different behaviors on the engine, detailed measurements were conducted on the three turbines in a steady-state turbine flow rig. These measurements were used to calibrate separate turbine simulation models in the software Rital, which were used to describe the internal flow of the turbines. The three methods of estimating the on-engine turbine efficiency were compared. GT-Power and Rital showed similar trends for the efficiency, but the on-engine measured efficiency gave lower values for the first, most energetic, part of the exhaust pulse. Furthermore, the three manifold types were analyzed and the benefits from each of them sorted out.
本文是SAE- paper 2005-01-0222在2005年SAE世界大会上发表的延续,在本文中表示为第1部分。在第一部分中,从计算中选择了三个涡轮,并设计了三个不同几何形状的歧管。本文第2部分涵盖了对这9种不同的涡轮和歧管组合进行发动机模拟和测量的结果。结果表明,保持等熵功率的可能性是最重要的特性,掩盖了涡轮机效率的任何差异。等熵功率与流道体积和涡轮喉道面积成反比关系。所有九个装置的GT-Power模型都根据测量数据进行了校准。描述了对效率和质量流量倍增器的需求。效率倍增器取决于通过涡轮的质量流量,在0.03 kg/s附近有明显的最小值(0.7-0.8),在此附近更高。效率倍增器不能显示依赖于涡轮进口流量的脉动幅值。质量流量倍增器几乎与发动机转速成线性关系。结合实测和模拟数据计算了发动机上涡轮效率。对不同的计算方法进行了测试,其中也包括大容量存储。所选择的方法是在每个瞬间从涡轮机进出的质量流量相等,并且浮动平均值超过30 CAD。为了解释发动机的不同行为,在稳态涡轮流动装置中对三个涡轮进行了详细的测量。这些测量结果被用来校准软件riital中单独的涡轮模拟模型,这些模型被用来描述涡轮机的内部流动。比较了三种估算发动机上涡轮效率的方法。GT-Power和riital在效率方面显示出了类似的趋势,但在发动机上测量的效率在排气脉冲的第一个,也是最具活力的部分给出了较低的值。在此基础上,分析了这三种类型,并对每种类型的效益进行了梳理。
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引用次数: 9
Experimental Investigations of Different Parameters Affecting the Performance of a CNG - Diesel Dual Fuel Engine 不同参数对CNG - Diesel双燃料发动机性能影响的试验研究
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3767
I. NafisAhmad, M. Babu, A. Ramesh
In a dual fuel engine a primary fuel that is generally a gas is mixed with air, compressed and ignited by a small pilot- spray of diesel as in a diesel engine. Dual fuel engines generally suffer from the problem of lower brake power and lower peak engine cylinder pressure due to lower volumetric efficiency, although an improvement in brake specific energy consumption is observed compared to pure diesel mode. Results indicate that with an increase in percentage of CNG substitution the brake power decreases. The exhaust gas temperature and peak cylinder pressure also decrease. The rate of pressure rise is higher at lower engine speeds (1100, 1400 rev/min), although at 1700 and 2000 rev/min it is lower. The delay period throughout the engine speed shows an increasing trend. The coefficient of variation is also higher throughout the engine speeds and shows an increasing trend. The brake specific energy consumption is lower at 1100, 1400 and 1700 rev/min and at 2000 rev/min it is higher. The model, which illustrates the simulation of the power cycle of a pre-chamber diesel engine consisting of compression, combustion and expansion processes predicts brake-power, delay period, brake specific energy consumption and maximum cylinder gas pressure for various percentage of CNG substitution. The above model was validated using available experimental results.
在双燃料发动机中,主燃料通常是一种气体,它与空气混合,被压缩,然后像柴油发动机一样用少量的先导喷雾点燃。由于容积效率较低,双燃料发动机通常存在制动功率较低和峰值发动机气缸压力较低的问题,尽管与纯柴油模式相比,制动比能耗有所改善。结果表明,随着CNG替代比例的增加,制动功率降低。排气温度和气缸峰值压力也有所降低。在发动机转速较低时(1100,1400转/分钟),压力上升率较高,而在1700和2000转/分钟时,压力上升率较低。延迟期在整个发动机转速过程中呈增大趋势。变异系数在整个发动机转速范围内也较高,并呈增大趋势。1100、1400、1700转/分时制动比能耗较低,2000转/分时制动比能耗较高。该模型通过对预燃室柴油机的压缩、燃烧和膨胀过程的动力循环进行仿真,预测了不同CNG替代比例下的制动功率、延迟时间、制动比能耗和最大气缸压力。利用已有的实验结果对上述模型进行了验证。
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引用次数: 33
Optimizing the Geometry of a Half-Toroidal CVT 半环形无级变速器的几何结构优化
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3780
S. Akbarzadeh, H. Zohoor
In this research a model is developed which calculates the torque transmission efficiency of a half-toroidal CVT as a function of variator geometry, gear ratio and input torque. The different criteria which are considered to be important in a half toroidal CVT performance are torque transmission efficiency, variator weight, roller fatigue life and bearing torque loss. Variation of geometrical characteristics such as roller curvature, number of power rollers, aspect ratio and half cone angle affect these criteria in different ways. Therefore, in order to find the optimal quantity for each geometrical parameter an optimization problem should be developed. The objective function of this optimization problem consists of inverse of torque transmission efficiency, system weight, roller fatigue life and torque loss. After choosing the appropriate weight factors, the Genetic Algorithm method is employed to minimize the objective function. It is believed that the geometry proposed in this paper can increase the efficiency of the variator to 94.4 percent.
建立了半环面无级变速器的转矩传递效率与变速器几何形状、传动比和输入转矩的关系模型。影响半环面无级变速器性能的主要指标有转矩传递效率、变矩器重量、滚子疲劳寿命和轴承转矩损失。滚轮曲率、动力滚轮数、长径比和半锥角等几何特性的变化对这些准则的影响各不相同。因此,为了找到每个几何参数的最优数量,就需要开发一个优化问题。该优化问题的目标函数包括转矩传递效率、系统重量、滚子疲劳寿命和转矩损失的逆函数。在选择合适的权重因子后,采用遗传算法对目标函数进行最小化。结果表明,本文提出的几何结构可使变分器的效率提高到94.4%。
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引用次数: 3
Cetane Number and Engine Speed Effects on Diesel HCCI Performance and Emissions 十六烷值和发动机转速对柴油机HCCI性能和排放的影响
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3723
J. Szybist, B. Bunting
The effects of cetane number (CN) on homogeneous charge compression ignition (HCCI) performance and emissions were investigated in a single cylinder engine using intake air temperature for control. Blends of the diesel secondary reference fuels for cetane rating were used to obtain a CN range from 19 to 76. Sweeps of intake air temperature at a constant fueling were performed. Low CN fuels needed to be operated at higher intake temperatures than high CN fuels to achieve ignition. As the intake air temperature was reduced for a given fuel, the combustion phasing was retarded, and each fuel passed through a phasing point of maximum indicated mean effective pressure (IMEP). Early combustion phasing was required for the high CN fuels to prevent misfire, whereas the maximum IMEP for the lowest CN fuel occurred at a phasing 10 crank angle degrees (CAD) later. The high CN fuels exhibited a strong low temperature heat release (LTHR) event, accounting for more than 15% of the total heat release in some instances, while no LTHR was detected for fuels with CN ≤ 34. All of the fuels had comparable NOx emissions and pressure rise rates at their respective maximum IMEP timing, with NOx emissions below 6 ppm at 3.5 bar IMEP. At advanced combustion phasing, low CN fuels had significantly higher pressure rise rates and higher NOx emissions than the high CN fuels. At retarded phasing, the CO emissions for the high CN fuels were excessive, with a CO:UHC ratio of up to 8, while these remained <1 for low CN fuels. These results suggest that the products of LTHR, which are high in CO, are more sensitive to the quenching effects of cylinder expansion. Thus high CN fuels, which exhibit significant LTHR, require early combustion phasing, whereas low CN fuels can be retarded to later combustion phasing. Increasing engine speed had the effect of reducing the total LTHR. Further investigation showed that the LTHR rate is constant on a millisecond basis, so the effect of higher engine speed is to reduce the time allowed for the reaction without changing the rate of reaction.
在单缸发动机上,以进气温度为控制参数,研究了十六烷数(CN)对均质压缩点火(HCCI)性能和排放的影响。采用柴油二次参考燃料的混合物测定十六烷值,CN值范围为19 ~ 76。在一个恒定的加油进行进气温度扫描。低CN燃料需要在比高CN燃料更高的进气温度下运行以实现点火。当进气温度降低时,对于给定的燃料,燃烧相位被延迟,并且每种燃料都通过最大指示平均有效压力(IMEP)的相位点。高CN燃料需要早期的燃烧分相来防止失火,而低CN燃料的最大IMEP发生在10曲柄角度(CAD)之后。高CN燃料表现出强烈的低温放热(LTHR)事件,在某些情况下占总放热的15%以上,而CN≤34的燃料没有检测到LTHR。在各自的最大IMEP时间,所有燃料的氮氧化物排放量和压力上升率相当,在3.5 bar IMEP下,氮氧化物排放量低于6 ppm。在较早的燃烧阶段,低CN燃料的压力上升率和NOx排放量明显高于高CN燃料。在减速阶段,高CN燃料的CO排放过量,CO:UHC比值高达8,而低CN燃料的CO:UHC比值仍<1。这些结果表明,高CO含量的LTHR产物对筒体膨胀的淬火效应更为敏感。因此,表现出显著LTHR的高CN燃料需要早期燃烧阶段,而低CN燃料可以延迟到后期燃烧阶段。提高发动机转速有降低总LTHR的效果。进一步的研究表明,LTHR速率在毫秒的基础上是恒定的,所以更高的发动机转速的影响是在不改变反应速率的情况下减少反应的时间。
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引用次数: 60
Soot Formation in Diesel Combustion under High-EGR Conditions 高egr工况下柴油燃烧烟尘的形成
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3834
C. Idicheria, L. Pickett
Experiments were conducted in an optically accessible constant-volume combustion vessel to investigate soot formation at diesel combustion conditions - in a high exhaust-gas recirculation (EGR) environment. The ambient oxygen concentration was decreased systematically from 21% to 8% to simulate a wide range of EGR conditions. Quantitative measurements of in-situ soot in quasi-steady n-heptane and No.2 diesel fuel jets were made by using laser extinction and planar laser-induced incandescence (PLII) measurements. Flame lift-off length measurements were also made in support of the soot measurements. At constant ambient temperature, results show that the equivalence ratio estimated at the lift-off length does not vary with the use of EGR, implying an equal amount of fuel-air mixing prior to combustion. Soot measurements show that the soot volume fraction decreases with increasing EGR. The regions of soot formation are effectively 'stretched out' to longer axial and radial distances from the injector with increasing EGR, according to the dilution in ambient oxygen. However, the axial soot distribution and location of maximum soot collapses if plotted in terms of a 'flame coordinate', where the relative fuel-oxygen mixture is equivalent. The total soot in the jet cross-section at the maximum axial soot location initially increases and then decreasesmore » to zero as the oxygen concentration decreases from 21% to 8%. The trend is caused by competition between soot formation rates and increasing residence time. Soot formation rates decrease with decreasing oxygen concentration because of the lower combustion temperatures. At the same time, the residence time for soot formation increases, allowing more time for accumulation of soot. Increasing the ambient temperature above nominal diesel engine conditions leads to a rapid increase in soot for high-EGR conditions when compared to conditions with no EGR. This result emphasizes the importance of EGR cooling and its beneficial effect on mitigating soot formation. The effect of EGR is consistent for different fuels but soot levels depend on the sooting propensity of the fuel. Specifically, No.2 diesel fuel produces soot levels more than ten times higher than those of n-heptane.« less
在光学可及的等体积燃烧容器中进行了实验,以研究柴油在高废气再循环(EGR)环境下燃烧条件下烟灰的形成。环境氧浓度从21%系统地降低到8%,以模拟大范围的EGR条件。采用激光消光和平面激光诱导白炽灯(PLII)测量方法对准稳定正庚烷和2号柴油射流中的原位烟尘进行了定量测量。火焰上升长度的测量也支持烟灰的测量。在恒定的环境温度下,结果表明,在升离长度处估计的等效比不随EGR的使用而变化,这意味着燃烧前的燃料-空气混合量相等。烟尘测量结果表明,烟尘体积分数随EGR的增大而减小。根据周围氧气的稀释度,随着EGR的增加,烟灰形成区域有效地“延伸”到距离喷油器更长的轴向和径向距离。然而,轴向煤烟分布和最大煤烟的位置如果用“火焰坐标”来绘制,其中相对燃料-氧气混合物是等效的。当氧浓度从21%降至8%时,最大轴向烟灰位置射流截面上的总烟灰先增加后进一步减小至零。这一趋势是由烟尘形成速率和增加的停留时间之间的竞争引起的。由于燃烧温度较低,随着氧浓度的降低,烟尘的形成率降低。同时,烟灰形成的停留时间增加,使烟灰有更多的时间积聚。与无EGR工况相比,将环境温度提高到标称柴油机工况以上会导致高EGR工况下油烟的快速增加。这一结果强调了EGR冷却的重要性及其对减少烟尘形成的有益作用。EGR对不同燃料的影响是一致的,但煤烟水平取决于燃料的排烟倾向。具体来说,2号柴油产生的烟尘比正庚烷高出十倍以上。«少
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引用次数: 186
R&D and Analysis of Energy Consumption Improvement Factor for Advanced Clean Energy HEVs 先进清洁能源混合动力汽车能耗改善因子研究与分析
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3828
K. Morita, K. Shimamura, G. Sugiyama, M. Hori, Y. Itai, S. Sekiyama, A. Motooka, M. Sasaki, Koichiro Suenaga
Ultra-low energy consumption and ultra-low emission vehicle technologies have been developed by combining petroleum-alternative clean energy with a hybrid electric vehicle (HEV) system. Their component technologies cover a wide range of vehicle types, such as passenger cars, delivery trucks, and city buses, adsorbed natural gas (ANG), compressed natural gas (CNG), and dimethyl ether (DME) as fuels, series (S-HEV) and series/parallel (SP-HEV) for hybrid types, and as energy storage systems (ESSs), flywheel batteries (FWBs), capacitors, and lithium-ion (Li-ion) batteries. Evaluation tests confirmed that the energy consumption of the developed vehicles is 1/2 of that of conventional diesel vehicles, and the exhaust emission levels are comparable to Japan's ultra-low emission vehicle (J-ULEV) level. In the analysis of energy consumption improvement factors, it was found that a heavy-duty (HD)-HEV benefits from the effect of regenerative braking to a greater extent than a light-duty (LD)-HEV.
将石油替代清洁能源与混合动力汽车(HEV)系统相结合,开发出了超低能耗、超低排放的汽车技术。他们的组件技术涵盖了广泛的车辆类型,如乘用车,货车和城市公交车,吸附天然气(ANG),压缩天然气(CNG)和二甲醚(DME)作为燃料,串联(S-HEV)和串联/并联(SP-HEV)用于混合动力类型,以及储能系统(ess),飞轮电池(fwb),电容器和锂离子(Li-ion)电池。评估测试证实,开发的车辆的能耗是传统柴油车的1/2,废气排放水平可与日本的超低排放车辆(J-ULEV)水平相媲美。在对能耗改善因素的分析中,发现重型(HD)-HEV比轻型(LD)-HEV更能受益于再生制动的效果。
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引用次数: 0
The Effect of Heavy Loads on Light Duty Vehicle Axle Operating Temperature 重载对轻型汽车轴工作温度的影响
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3893
B. M. O'connor, Chris Schenkenberger
With the continued growth of the sport utility vehicle (SUV) market in North America in recent years more emphasis has been placed on fluid performance in these vehicles. In addition to fuel economy the key performance area sought by original equipment manufacturers (OEMs) in general has been temperature reduction in the axle. This is being driven by warranty claims that show that one of the causes of axle failure in these type vehicles is related to overheating. The overheating is, in turn, caused by high load situations, e.g., pulling a large trailer at or near the maximum rated load limit for the vehicle, especially when the vehicle or its main subcomponents are relatively new. The excessive temperature generally leads to premature failure of seals, bearings and gears. The choice of lubricant can have a significant effect on the peak and stabilized operating temperature under these extreme conditions. Several laboratory methods evolved with time and experience to assess lubricant performance. One laboratory method was created to reproduce a scenario leading to the stated warranty issues encountered by some equipment manufacturers today. This involved using a new axle and subjecting it to a simulated severe road condition after a short break-in period and measuring the peak temperature as a function of fluid type. This was later validated with actual vehicle evaluations conducted in a desert region of the USA in high ambient temperature conditions. Good correlation was observed between the laboratory and vehicle methods. Further refinement of the laboratory method now is in progress based on vehicle data obtained during these evaluations. Both methods showed that fluid choice can have a significant effect on peak and stabilized temperatures.
近年来,随着北美运动型多用途车(SUV)市场的持续增长,人们越来越重视这些车辆的流体性能。除了燃油经济性外,原始设备制造商(oem)普遍追求的关键性能领域是降低车轴的温度。这是由保修索赔所驱动的,该索赔表明,这些类型车辆轴故障的原因之一与过热有关。反过来,过热是由高负载情况引起的,例如,在车辆的最大额定负载限制或接近最大额定负载限制时牵引大型拖车,特别是当车辆或其主要子部件相对较新时。过高的温度通常会导致密封件、轴承和齿轮过早失效。在这些极端条件下,润滑剂的选择可以对峰值和稳定的工作温度产生显着影响。随着时间的推移和经验的积累,几种实验室方法逐渐发展成为评估润滑剂性能的方法。创建了一个实验室方法来重现导致今天一些设备制造商遇到的所述保修问题的场景。这包括使用一个新的车轴,在短暂的磨合期后将其置于模拟的恶劣路况中,并测量峰值温度作为流体类型的函数。随后在美国沙漠地区的高温环境条件下进行了实际车辆评估,验证了这一点。实验方法与车辆方法具有良好的相关性。目前正在根据这些评估期间获得的车辆数据进一步改进实验室方法。两种方法都表明,流体的选择对峰值温度和稳定温度有显著影响。
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引用次数: 3
2-Color Thermometry Experiments and High-Speed Imaging of Multi-Mode Diesel Engine Combustion 多模式柴油机燃烧的二色测温实验与高速成像
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3842
Satbir Singh, R. Reitz, M. Musculus
Although in-cylinder optical diagnostics have provided significant understanding of conventional diesel combustion, most alternative combustion strategies have not yet been explored to the same extent. In an effort to build the knowledge base for alternative low-temperature combustion strategies, this paper presents a comparison of three alternative low-temperature combustion strategies to two high-temperature conventional diesel combustion conditions. The baseline conditions, representative of conventional high-temperature diesel combustion, have either a short or a long ignition delay. The other three conditions are representative of some alternative combustion strategies, employing significant charge-gas dilution along with either early or late fuel injection, or a combination of both (double-injection). These operating conditions are investigated for soot volume fraction, soot temperatures, calculated adiabatic flame temperatures, and soot radiation heat loss through 2-color soot thermometry experiments. The spatial location of in-cylinder soot is imaged using a high-speed CMOS camera, and exhaust-gas NO x is also measured. The soot thermometry and high-speed soot luminosity imaging show that the low-temperature operating conditions have lower in-cylinder soot than the high-temperature conditions. Also, soot is formed upstream in the jet for high-temperature operating conditions, but for low-temperature operating conditions, the soot is formed farther downstream, closer to the bowl edge. For all conditions, the onset of in-cylinder soot occurs after the premixed bum, during the mixing-controlled combustion phase. As the amount of soot decreases, the radiation heat loss also decreases drastically. For conventional diesel diffusion combustion operating condition, radiation from soot is about 1.1 percent of the total fuel energy, but for low-temperature combustion operating conditions, the soot radiative heat loss is almost negligible (≈ 0.01 percent). The condition with high soot radiation had peak soot temperatures as much as 300 K lower than the peak adiabatic flame temperatures near 2700 K, and exhaust NO x emissions were near 600 ppm. For the low-temperature conditions, the peak soot temperatures were only about 200 K lower than the peak adiabatic temperatures near 2200 K, and the exhaust NO x concentrations were less than 10 ppm.
尽管缸内光学诊断已经对传统柴油燃烧提供了重要的了解,但大多数替代燃烧策略尚未得到同样程度的探索。为了建立备选低温燃烧策略知识库,本文将三种备选低温燃烧策略与两种高温常规柴油燃烧条件进行了比较。代表传统高温柴油燃烧的基准条件,要么有短的点火延迟,要么有长的点火延迟。其他三种情况是一些替代燃烧策略的代表,采用明显的充电气体稀释以及早期或晚期燃油喷射,或两者的组合(双重喷射)。通过双色烟尘测温实验,研究了这些工况下烟尘体积分数、烟尘温度、计算绝热火焰温度和烟尘辐射热损失。利用高速CMOS相机对缸内烟尘的空间位置进行了成像,并对尾气nox进行了测量。烟灰测温和高速烟灰亮度成像结果表明,低温工况下缸内烟灰含量低于高温工况。此外,在高温工况下,烟灰是在射流上游形成的,而在低温工况下,烟灰是在更远的下游形成的,更靠近碗边。在所有条件下,缸内烟尘的开始发生在预混燃烧之后,在混合控制的燃烧阶段。随着烟尘量的减少,辐射热损失也急剧减少。在传统柴油扩散燃烧工况下,烟尘辐射约占燃料总能量的1.1%,而在低温燃烧工况下,烟尘辐射热损失几乎可以忽略不计(≈0.01%)。高烟尘辐射条件下,在2700 K附近,烟尘峰值温度比绝热火焰峰值温度低300 K,废气nox排放量接近600 ppm。在低温条件下,烟灰峰值温度仅比2200 K附近的绝热峰值温度低200 K左右,废气nox浓度小于10 ppm。
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引用次数: 60
Achievement of Low Emissions by Engine Modification to Utilize Gas-to-Liquid Fuel and Advanced Emission Controls on a Class 8 Truck 8级卡车采用气转液燃料改造发动机实现低排放及先进排放控制
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3766
T. Alleman, C. J. Tennant, R. Hayes, M. Miyasato, A. Oshinuga, Greg Barton, M. Rumminger, V. Duggal, Christopher Nelson, M. May, R. A. Cherrillo
A 2002 Cummins ISM engine was modified to be optimized for operation on gas-to-liquid (GTL) fuel and advanced emission control devices. The engine modifications included increased exhaust gas recirculation (EGR), decreased compression ratio, and reshaped piston and bowl configuration.
对2002年生产的康明斯ISM发动机进行了改进,使其能够在燃气转液(GTL)燃料和先进的排放控制装置上运行。发动机的改进包括增加废气再循环(EGR),降低压缩比,重新设计活塞和碗形结构。
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引用次数: 12
The Development of Predictive Models for Non-Acidic Lubricity Agents (NALA) using Quantitative Structure Activity Relationships (QSAR) 基于定量构效关系(QSAR)的非酸性润滑剂预测模型的建立
Pub Date : 2005-10-24 DOI: 10.4271/2005-01-3900
D. Barr, Christopher L. Friend
This study describes the use of Quantitative Structure Activity Relationships (QSAR) to develop predictive models for non-acidic Lubricity agents. The work demonstrates the importance of separating certain chemical families to give better and more robust equations rather than grouping a whole data set together. These models can then be used as important tools in further development work by predicting activities of new compounds before actual synthesis/testing.
本研究描述了使用定量结构活性关系(QSAR)来开发非酸性润滑剂的预测模型。这项工作证明了分离某些化学族的重要性,以得到更好、更可靠的方程,而不是将整个数据集组合在一起。这些模型可以作为进一步开发工作的重要工具,在实际合成/测试之前预测新化合物的活性。
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引用次数: 1
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SAE transactions
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