MyPressureManager - a Mass Market SmartPhone Tyre Pressure Technology Using Novel Active Machine Learning and co-operating devices for enhanced user experience.

MyPressureManager - 大众市场智能手机轮胎压力技术，使用新颖的主动机器学习和协作设备来增强用户体验。

• 批准号: 131635
• 金额: $ 3.15万
• 依托单位: PRE CHASM RESEARCH LIMITED
• 依托单位国家: 英国
• 项目类别: Feasibility Studies
• 财政年份: 2014
• 资助国家: 英国
• 起止时间: 2014 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=131635
• 关键词: MyPressureManager; Mass; Market; SmartPhone; Tyre

In 2013 we successfully built a machine system for tyre-wear analysis, allowing, machines to make complex decisions about tyre road-worthiness. To complement it, this project investigates a further machine system for determining tyre pressure. This system will be developed for mobile platforms, and used to inform drivers about safety, economic, and environmental benefits of correct tyre pressure. Data will stream to cooperating devices wireless for enhanced user experience/historical analysis. Key challenges are, feature vector algorithm, machine learning, influence of environment, and software performance. A demo system will show operation in a range of scenarios. To reinforce market potential, 1bn car tyres sold in 2011 (1.5bn by 2030, OECD). Incorrect tyre pressure negatively affects proper tyre wear and road user safety. 4.4m UK cars have at least 1 illegally worn tyre(TyreSafe). 1bn smartphone users. 50% in the West.

2013年，我们成功构建了一个用于轮胎磨损分析的机器系统，使机器能够对轮胎的道路适用性做出复杂的决定。作为补充，该项目研究了用于确定轮胎压力的进一步机器系统。该系统将为移动的平台开发，并用于告知驾驶员正确轮胎压力的安全性、经济性和环境效益。数据将以无线方式传输到协作设备，以增强用户体验/历史分析。关键的挑战是，特征向量算法，机器学习，环境的影响，和软件性能。演示系统将展示在一系列场景中的操作。为了增强市场潜力，2011年销售了10亿条汽车轮胎（到2030年将达到15亿条，经合组织）。不正确的轮胎气压会对轮胎的正常磨损和道路使用者的安全产生负面影响。440万辆英国汽车至少有一个非法磨损的轮胎（轮胎安全）。10亿智能手机用户。50%在西方。