ADX: Anomaly Detection for improved Maintenance, Engineering and Decision Making

ADX：异常检测以改进维护、工程和决策

• 批准号: 10004083
• 金额: $ 102.51万
• 依托单位: SAMSON VTI UK LIMITED
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2021
• 资助国家: 英国
• 起止时间: 2021 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=10004083
• 关键词: ADX; Anomaly; Detection; improved; Maintenance

SamsonVT is a UK-based SME seeking to be a world-leading industrial digital technologies (IDTs) provider by transforming the way in which manufacturing SMEs use their data, contributing to the Industry 4.0 (I4.0) revolution.After successful delivery of previous Innovate UK projects, in this project, together with RS Components, SamsonVT will create _Anomaly Detection for improved Maintenance, Engineering and Decision Making (ADX)_: the first affordable Predictive Maintenance (PdM) tool for the manufacturing sector, identifying SMEs as the main beneficiaries. ADX will allow any manufacturing company to effectively use already produced performance data for effective maintenance purposes for the first time.Building on SamsonVT's sound machine learning architectural building blocks, ADX will provide a data extraction platform that enables health machine assessment, promotes assisted decision-making and reduces machinery downtime at competitive implementation costs. This will represent a significant uplift of the UK's manufacturing sector by generating new data insights on machinery health, which will help support operations, productivity and growth.

SamsonVT是一家总部位于英国的中小企业，旨在通过改变制造业中小企业使用其数据的方式，成为世界领先的工业数字技术（IDT）提供商，为工业4.0做出贡献。（I4.0）革命。在成功交付之前的Innovate UK项目后，在这个项目中，SamsonVT将与RS Components一起创建_异常检测，以改善维护，工程和决策（ADX）_：第一个为制造业提供的经济实惠的预测性维护（PdM）工具，将中小企业确定为主要受益者。ADX将首次允许任何制造公司有效地使用已经产生的性能数据进行有效的维护。基于SamsonVT健全的机器学习架构构建块，ADX将提供一个数据提取平台，以具有竞争力的实施成本实现机器健康评估，促进辅助决策并减少机器停机时间。这将通过生成有关机械健康的新数据见解，代表英国制造业的重大提升，这将有助于支持运营，生产力和增长。