Mahalanobis-Taguchi system: a systematic review from theory to application  

作　　者：Zhaiming Peng Longsheng Cheng Qifeng Yao Hanting Zhou 

机构地区：[1]School of Economics&Management,Nanjing University of Science&Technology,Nanjing,People’s Republic of China

出　　处：《Journal of Control and Decision》2022年第2期139-151,共13页控制与决策学报（英文）

摘　　要：The Mahalanobis-Taguchi system(MTS)is a relatively new multi-dimensional pattern recogni-tion technology that combines Mahalanobis distance(MD)with Taguchi’s robust engineering for diagnosis and prognosis.MTS operation process generally consists of four specialised stages,namely,Mahalanobis space(MS)construction,MS validation,MS optimisation,and diagnosis and prognosis.In recent years,a significant amount of research work has been conducted on the improvement of key technologies and these four processes.Numerous applications of MTS have also been studied in various fields.There are,of course,excellent reviews of theoretical research and applied research of MTS.However,there is no systematic review that covers both theoretical and applied research comprehensively.To fill this gap,this paper reviews MTS from key technolo-gies,four processes and application research,and provides researchers with a discussion of the current situation,upcoming challenges and possible future trends.

关 键 词：Mahalanobis-Taguchi system(MTS) Mahalanobis distance(MD) prognostics and health management(PHM) DECISION-MAKING pattern recognition 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]