Nonintrusive Fault Monitoring (NiFM)

非侵入式故障监控 (NiFM)

• 批准号: 132701
• 金额: $ 8.72万
• 依托单位: GREEN RUNNING LIMITED
• 依托单位国家: 英国
• 项目类别: Feasibility Studies
• 财政年份: 2017
• 资助国家: 英国
• 起止时间: 2017 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=132701
• 关键词: Nonintrusive; Fault; Monitoring; NiFM

Each year the average UK household disposes of £800 worth of electrical and electronics items, 40% of which is repairable. 40% of this is made up of large household electricals such as washing machines. At present, the cost of repair too often exceeds the cost of replacement, meaning there is little incentive to improve the resource efficiency of appliances and increase product lifetimes - resulting in significant resource loss each year. London based artificial intelligence experts, Green Running believe the application of novel machine learning algorithms can be used to modernise the process of appliance repair - and achieve cost savings in the process through improved operational efficiencies. The NiFM project, transcending energy and information communications infrastructure, will undertake a complimentary programme of works to establish technical feasibility and devise a working prototype from which to engage potential clients and investors. To fully exploit the opportunity available Green Running will evaluate the potential to orchestrate business model innovation to increase SME revenues, job creation and bottom line profitability.

英国家庭平均每年要处理价值800英镑的电器和电子产品，其中40%是可修复的。其中40%是由洗衣机等大型家用电器组成的。目前，维修成本往往超过更换成本，这意味着没有什么动力来提高设备的资源效率和延长产品寿命-导致每年大量的资源损失。总部位于伦敦的人工智能专家绿色运行认为，应用新颖的机器学习算法可以用于现代化家电维修流程-并通过提高运营效率在此过程中实现成本节约。NiFM项目超越了能源和信息通信基础设施，将开展一项补充工程方案，以确定技术可行性，并设计一个工作原型，吸引潜在客户和投资者。为了充分利用现有的机会，绿色运行将评估协调商业模式创新的潜力，以增加中小企业的收入，创造就业机会和底线盈利能力。