盖瑞特方案: 让复杂的车辆精确诊断和预测变得更轻松
随着自动驾驶功能、软件应用和电气化的发展，车辆的复杂性逐日增加。在当前汽车行业资深技术人员短缺的情况下，这些额外的复杂性使精确的车辆故障诊断变得更加困难。消费者不满意因素排名第一的就是不当的维修。它不仅导致汽车制造商浪费约90亿美元的不当保修费用，还降低了客户对维修店的忠诚度。
汽车工程师学会 (SAETM)，通过健康就绪组件 (HRCSTM), 开发了一个框架，帮助汽车制造商搭载智能车辆健康管理系统(IVHM)，提升故障精确诊断和预诊断能力。
源自航空航天领域的技术积累，盖瑞特作为车辆集成健康管理（IVHM）的技术领导者，设计了一套解决方案，帮助供应商、汽车制造商和车队经营者达到SAETM规定的IVHM 第4级及以上的水平，节省非必须的成本并提高车辆全生命周期内的服务质量。
盖瑞特智能健康管理解决方案：精确诊断和预诊断介绍
我们提供解决方案帮助OEM，供应商和车队管理者：
- 简化服务流程的搭建和维护
- 管理零部件、系统和车辆的健康状况
- 检测问题和独立故障
- 保留维修记录
我们的解决方案
1 盖瑞特知识管理系统
盖瑞特知识管理系统是一个网络版的应用程序，具备为车辆故障的精确诊断提供指导性流程的功能，并能以可扩展的方式创建故障模型和服务程序。有了该知识管理系统，每个工程师都会有简化的指导步骤，从他们的指尖上创建有效的故障模型和服务程序。
可支持：智能诊断 SAETM 标准4级及以上
2 盖瑞特JA6268TM试用套装
盖瑞特JA6268TM试用套装是盖瑞特知识管理系统的一个轻量级版本。它是一个本地安装的桌面应用程序，可为部件编辑和定制JA6268TM模板，并为系统创建故障模型——这让SAE JA6268TM标准在盖瑞特的帮助下变得简单了！
可支持：智能诊断 SAETM 标准4级及以上
3 盖瑞特健康因子
健康因子是一套基于部件或系统物理机理建模的算法，，在运行中测量其健康状况，测量并预测。使用这些指标还能提高诊断的准确性，防止非预期的发生。
有了盖瑞特的专业技术，所有部件都能产生可操作的结果！
可支持：智能诊断 SAETM 标准4级及以上
4 盖瑞特早期预警系统
盖瑞特早期预警系统（EWS）是一个可以远程控制车辆部件健康状况的云平台。它能够为可操作的结果提供相关数据分析，其中包括部件损耗折旧的趋势进行预诊断，DTC分析以及其他。该平台的模块化允许托管各种算法，以支持各种供应商、OEM或车队。
可提供： SAETM 2级及以上
5 盖瑞特诊断推理机
盖瑞特诊断推理机（DR）是一个网络应用软件，根据一个或多个问题，如故障代码和/或客户投诉，提供动态的逐步车辆诊断程序。
通过这个诊断推理机，你可以在指尖上决定最佳的针对特定问题的排故程序——让你的诊断流程更高效！
可支持：智能诊断 SAETM 标准4级及以上
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With KMS you can create and visualize links between faults and symptoms, tests and recommended repairs, validate and update your models in an intuitive way. KMS will guide the user step-by-step and run coherence checks.
KMS can be used to create service procedures and save effort and time to build, edit and update service procedures throughout the lifetime of vehicles. It can also be used for any vehicle, component or system.
Proven in aerospace and automotive applications, KMS makes it easy and scalable to meet SAETM IVHM Level 4 and above classification.
Deployment: In Garrett’s cloud or on customer premises.
| How It Works: |  |
| Benefits: | Faster creation fault models and new service procedures |
| Fast and easy maintenance process | |
| Intuitive and easy visualization of complex models |
Garrett Health Indicators
As a Tier 1 turbocharger manufacturer, Garrett has developed a suite of turbo health indicators to measure how the turbo is performing throughout the lifetime of the vehicle, such as low cycle fatigue, actuator position, turbo speed sensors, crankcase pressure, and more.
When added to the troubleshooting process, these indicators give engineering and service technicians great insights on the health of the turbo and helps to faster pinpoint the root cause of an issue in the airpath system.
Garrett has vast domain knowledge and expertise to build similar indicators related to any component.
Using HRCSTM JA6268TM template accelerates the development of component or system health indicators.
Deployment: On-board or off-board on OEM cloud/server or on Garrett EWS platform.
| How It Works: |  |
| Benefits: | Reduce downtime |
| Anticipate failures | |
| Enables remote diagnostics |
Garrett Early Warning System (EWS) Platform
Fault Detection: Garrett EWS analyzes data from the vehicle telematics or other field data sources and identifies a problem in the vehicle behavior near-time. An anomaly can be detected due to a change in the behavior of a mechanical part or a change in fluid, e.g. fuel type.
Diagnostic: Garrett EWS platform stores the data history for easy visualization. Symptoms and DTC can be collected real time, enabling real time diagnostics. It eliminates the need to replicate the fault increasing first time fix and reduce time off the road.
Prognostics: With robust data quality and quantity, using Garrett expertise in physics based modelling and machine learning, EWS can run prediction before a critical fault arrives.
The platform is flexible to host prognostics algorithms from various sources (including SAE JA6268TM), leaving freedom for users to complement analytics with various sources of expertise.
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| How It Works: |  |
| Benefits: | Ready-to-use and modular solution |
| Get multiple brands fleet health status in just a few clicks | |
| Enables predictive maintenance | |
| Reduce unexpected downtime |
Garrett Diagnostic Reasoner (DR)
Garrett developed a unique way to diagnose complex issues by mixing physics modelling and data science together. Our technology, proven within the aerospace industry, provides fast and accurate ways to pin point the root cause of any complex vehicle issues.
Garrett Diagnostic Reasoner (DR) software dynamically analyzes vehicle issues, like fault codes (DTC), health indicators or/and customer complaints, then cross-references them with fault models to establish the best troubleshooting actions. DR also includes results from field operations to constantly improve learning over time.
Garrett DR is the one-stop-shop to manage repairs – It integrates with service procedures, wiring diagrams and part replacement procedures.
Deployment: It can replace or shadow existing service tools. and be deployed on Garrett cloud or customer servers/cloud.
| How It Works: |  |
| Benefits: | Reduce time to diagnose |
| Reduce No Trouble Found | |
| Improve service quality | |
| Learns from field operations |
