| 主权项 |
1. A system, comprising:
a turbine system; an industrial controller configured to control and obtain current parameter data from one or more components of an industrial system, the one or more components comprising the turbine system; a storage configured to store historical data comprising one or more faults and parameter data associated with the faults for the one or more components; a prediction controller configured to:
collect the current parameter data relating to the one or more components from the industrial controller;collect the historical data from the storage; andgenerate a trip predictive score, a shutdown predictive score, and a runback predictive score based at least in part upon the current parameter data and the historical data, wherein the trip, shutdown, and runback predictive scores represent a probability of a trip, a shutdown, and a runback, respectively, of the turbine system;wherein generating the trip predictive score, the shutdown predictive score, and the runback predictive score comprises:
determining a current trip predictive score, a current shutdown predictive score, and a current runback predictive score based upon the current parameter data;determining a historical trip predictive score, a historical shutdown predictive score, and a historical runback predictive score based upon the historical data; andgenerating the trip predictive score, the shutdown predictive score, and the runback predictive score by combining the current trip, the current shutdown, and the current runback predictive scores to the historical trip, historical shutdown, and historical runback predictive scores, respectively. |
