Data-driven condition-based maintenance models

制造业、服务业和流程导向型公司可能会将其运营总成本的25%至50%用于关键设备的维护。这些例子包括矿业公司、钢铁生产商、航空公司、纸浆米尔斯厂、石油生产商以及许多其他公司。关键设备在需要时无法使用可能会给公司造成严重的财务损失。基于状态的维护（CBM）是组织内采用的关键维护策略之一，其目标是在做出更换或维修设备的决定之前，在经济上合理的情况下获得尽可能多的设备寿命。

Manufacturing, service, and process-oriented companies can spend 25% to 50% of their total cost of operations on maintenance of critical equipment. Examples of these include mining companies, steel producers, airlines, pulp mills, oil producers, as well as many others. The unavailability of a critical piece of equipment when it is needed can result in severe financial loss to the company. Condition-based maintenance (CBM) is one of the key maintenance tactics employed within organizations with the goal of obtaining as much life out of the equipment as is economically justifiable before making the decision to replace or repair it.