Asset work strategies using weather and historical data
AssigneeInternational Business Machines Corporation
InventorsThiago Bianchi, Thiago Roberto Fontes Iunes
Life of this patent
Estimating the term…
Abstract
One or more historical work data are received for one or more previously completely jobs. The historical work data is analyzed. The weather day for each previously completed job of the one or more previously completed jobs is received, wherein the weather data is at a time of completion of the previously completed job. A model is trained using the analyzed historic work data and the weather data. The model predicts a time deviation, a cost deviation, and crew qualifications based on a work order.
Claims20
A computer-implemented method for providing a work order strategy, the computer implemented method comprising:
- receiving, by one or more computer processors, historical work data for one or more previously completed jobs;
- analyzing, by one or more computer processors, the historical work data;
- receiving, by one or more computer processors, weather data for each previously completed job of the one or more previously completed jobs, wherein the weather data is at a time of completion of the previously completed job;
- training, by one or more computer processors, a model using the analyzed historic work data and the weather data, wherein the model predicts a time deviation, a cost deviation, and crew qualifications based on a work order.
A computer program product for providing a work order strategy, the computer program product comprising:
- one or more co eatable storage media;
- and
- program instructions stored on the one or more computer readable storage media, the program instructions comprising:
- program instructions to receive historical work data for one or more previously completed jobs;
- program instructions to analyze the historical work data;
- program instructions to receive weather data for each previously completed job of the one or more previously completed jobs, wherein the weather data is at a time of completion of the previously completed job;
- and
- program instructions to train a model using the analyzed historic work data and the weather data, wherein the model predicts a time deviation, a cost deviation;
- and crew qualifications based on a work order.
A computer system for providing a work order strategy, the computer system comprising:
- one or more computer processors;
- one or more computer readable storage media;
- and
- program instructions, stored on the one or more computer readable storage media for execution by at least one of the one or more computer processors, the program instructions comprising:
- program instructions to receive historical work data for one or more previously completed jobs;
- program instructions to analyze the historical work data;
- program instructions to receive weather data for each previously completed job of the one or more previously completed jobs, wherein the weather data is at a time of completion of the previously completed job;
- and
- program instructions to train a model using the analyzed historic work data and the weather data, wherein the model predicts a time deviation, a cost deviation, and crew qualifications based on a work order.
Dependencies are inferred from the claim text.