Real-time monitoring of fan operation in livestock houses based on the image processing

•A machine vision method was developed to monitor fan operations in animal houses.•Aggregability and discriminability were found for the displacement matrix of pixels.•Proper resolution and threshold were recommended in using the proposed method.•Fan running state was 100% identified with the error of 1.84% for airflow rate.