论文--中国科学院上海高等研究院 In this study, a novel data-driven approach for predicting gas turbine performance degradation is proposed Initially, gas turbine operating data are augmented using a mechanism model
A Novel Data-Driven Approach for Predicting the - ProQuest The gas turbine performance degradation prediction method proposed in this paper consists of three parts: a data-driven performance model under healthy conditions, performance degradation indicator calculation, and performance degradation trend prediction
arXiv. org The webpage appears to be a document hosted on arXiv org, a repository of research papers and preprints across various scientific disciplines
A novel data-driven method for aero-engine performance degradation . . . Accurate prediction of performance degradation trends is crucial for aero-engine maintenance strategies Most existing studies assume that data collected under a limited set of operating conditions, or that sufficient non-degraded data are available