The turbofan engine is one of the most critical aircraft components. Its failure may introduce unwanted downtime, expensive repair, and affect safety performance. Therefore, It essential to accurately detect upcoming failures by predicting future behavior health state engines as well its Remaining Useful Life. use deep learning techniques estimate Life has seen a growing interest over last deca...