Wind Turbine Failure Prediction
These days, wind farms are being developed at a rapid pace where the wind turbines are generating electric current from wind energy. But, these wind turbines are getting failed unknowingly and causing the companies huge loss. Hence, companies are out in search for a solution, which might actually predict the failure.
Wind Turbine Failure Prediction using IR 4.0 reduces the effect of failure in a way, that it predicts the actual state of the turbine. This is done by collecting the historical data and then analyzing the factors that are effecting in the breakdown of the turbine/components of a turbine and also shows the reason of failure.
IoT devices are attached to the turbines which transmits the data to the developer. The developer monitors the turbines and knows the current state of the turbines, so that the developer has the capability of finding any changes in the characteristics of the turbines. This reduces the breakdown time of the turbines and losses that occur due to less production increasing the efficiency of production.