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

SamsonVT是一家总部位于英国的中小企业，通过改变制造业中小企业使用数据的方式，致力于成为世界领先的工业数字技术(IDT)提供商，为工业4.0(I4.0)革命做出贡献。在成功交付之前的Innovate UK项目后，在此项目中，SamsonVT将与RS组件一起创建异常检测，以改进维护、工程和决策(ADX)：制造业第一个负担得起的预测性维护(PDM)工具，确定中小企业为主要受益者。ADX将允许任何制造公司第一次有效地利用已经生产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健康机器评估、促进辅助决策并减少机器停机时间。这将代表着英国制造业的显著提升，因为它将产生关于机械健康的新数据洞察，这将有助于支持运营、生产率和增长。

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.