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ASSET FORECASTING IN ASSET INTENSIVE ENTERPRISES
ASSET FORECASTING IN ASSET INTENSIVE ENTERPRISES
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机译：资产密集型企业的资产预测
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摘要
A method, system, and computer program product for asset service and maintenance lifecycle management and supply chain planning. Some embodiments commence upon receiving a database record corresponding to an individually identified asset to be individually tracked through a corresponding asset lifecycle. Each individually identified asset has an asset-specific scheduled maintenance plan. During the performance of activities pertaining to the asset-specific scheduled maintenance plan, observations are made and events are recorded to generate a series of observations that are in turn collected into a learning model. The learning model and a predictor based on the learning model is used to predict a future demand or a forecast for items in quantities that are not given in the asset-specific scheduled maintenance plan. In exemplary cases, the forecast comprises items and/or quantities that are not given in the scheduled maintenance plan.
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