Keywords: decision making, MTBF, MTTF, neural networks, operating data, reuse, sustainable manufacturing, product lifetime prediction, component lifetime prediction, environmental manufacturing, green manufacturing, product life cycle
Lifetime prediction of components for reuse: an overview
A state-of-the-art prediction of the remaining life of a product is discussed in detail in this paper on the basis of a literature study. The objective is to develop a robust model for estimating the remaining life of a product on the basis of data collected during its operating life. Very little research has been devoted to the remaining life prediction as a whole, but most research has been focused on predicting the mean time between failures (MTBF) and/or mean time to failure (MTTF). The authors of this paper have gathered this information to reflect the nature of the work of researchers to date and use it as a basis for model development.