Prognostic engineering is a field that focuses on predicting the future performance and reliability of systems, components, or processes. It involves the use of data analysis, machine learning, statistical methods, and domain knowledge to anticipate failures and optimize maintenance and operational strategies. This proactive approach aims to improve system availability, reduce downtime, and extend the lifespan of equipment