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Factors Affecting Test Precision in Latest Vehicle Technologies

机译:影响最新辆汽车技术测试精度的因素

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Demonstrating the cost/benefits of technologies in the automotive sector is becoming very challenging because the benefits from technologies are sometimes of similar magnitude to testing precision. This paper aims to understand vehicle-borne imprecision and the effect of this on the quality of chassis dynamometer (CD) testing. Fuel consumption and NO_x emissions precision is analyzed for two diesel vehicles with particulate filter and SCR systems. The two vehicles were tested on a high precision CD facility over the NEDC (New European Drive Cycle) and WLTC (World harmonized Light-duty Test Cycle) cycles. The CD base precision of testing was characterized between 0.6-3% depending on the cycle phase. A novel application of multi-variate statistical analysis was used to identify the factors that affected testing precision, allowing isolation of small differences that were not obvious when conducting cycle-averaged or cycle-phase-averaged analysis. One of the vehicles was particularly sensitive to the vehicle warm-up rate which caused significant variations in catalyst light-off strategy within the engine management system (EMS). This was seen to cause up to 2.3% variability in fuel consumption. Both vehicles were affected by inconsistencies in the stop-start system and the intelligent alternator system, resulting in 0.5% and 1% imprecision respectively. Tailpipe NO_x emissions were seen to vary significantly during the WLTC depending on the nature of the preceding test, however this behavior appeared to be limited to the SCR system and not engine combustion. This work has presented new insights which can be leveraged to improve vehicle testing precision to aid the development and evaluation of new hardware, fuel and lubricant technologies designed to bring about fuel consumption and emissions benefits.
机译:展示汽车领域技术的成本/益处正变得非常具有挑战性,因为技术的益处有时对测试精度有类似的程度。本文旨在了解车辆传播的不精确和对底盘测力计(CD)测试的质量的影响。为两个柴油车辆的燃料消耗和NO_X排放精度分析了颗粒式过滤器和SCR系统。在NEDC(新欧洲驱动周期)和WLTC(世界统一的轻型测试循环)周期上,在高精度CD设施上测试了这两辆车。根据循环阶段,测试的CD基准精度的特征在于0.6-3%。用于识别多变化统计分析的新型应用来确定影响测试精度的因素,允许在进行循环平均或循环相平均分析时隔离不明显的小差异。其中一个车辆对车辆预热率特别敏感,这在发动机管理系统(EMS)内引起了催化剂脱离策略的显着变化。这被认为是燃料消耗的可变性高达2.3%。两辆车都受到止动系统和智能交流发电机系统不一致的影响,分别导致0.5%和1%的不精确。根据前面测试的性质,WLTC在WLTC期间看到Tailpipe No_X排放量显着变化,但这种行为似乎限于SCR系统而不是发动机燃烧。这项工作提出了新的见解,可以利用来改善车辆测试精度,帮助开发和评估新的硬件,燃料和润滑油技术,旨在实现燃料消耗和排放益处。

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