Performance optimization of integrated resilience engineering and lean production principles

Abstract

This paper conducts performance assessment from integrated resilience engineering (IRE) and lean production points of view. This is the first study that evaluates the impact of integrated resilience engineering (IRE) on lean production principles. Second, this study considers integrated impact of lean production by a unique intelligent algorithm. The proposed algorithm is composed of radial basis function (RBF), multi-layer perceptron (MLP) and adaptive neuro-fuzzy inference system (ANFIS). Moreover, the algorithm is capable of handling both crisp and fuzzy data due to the existence of intelligent approach. The proposed algorithm is equipped with verification and validation mechanism through conventional regression, statistical methods and data envelopment analysis. To demonstrate the applicability of the study, a real-world pipe manufacturer is considered as our case study. The results showed that "pull system" and "fault tolerant" among lean and IRE factors,

A systematic literature review to integrate lean, agile, resilient, green and sustainable paradigms in the supply chain management

“…In manufacturing : in the wood and paper industry (Agus & Shukri Hajinoor, 2012; Azadeh et al, 2017; El Mokadem, 2017; Fercoq et al, 2016; Fullerton & Wempe, 2009; Galeazzo et al, 2014; Gandhi et al, 2018; Garza‐Reyes et al, 2018; Gavronski et al, 2011; Green et al, 2012; Hallgren & Olhager, 2009; Hajmohammad et al, 2013; Inman & Green, 2018; Kumar & Rodrigues, 2018; Laosirihongthong et al, 2013; Lin et al, 2006; Manuj & Mentzer, 2008; Martin & Patterson, 2009; Parkouhi et al, 2019; Prajogo et al, 2016; Sajan et al, 2017; Zhan, Tan, Ji, Chung, & Chiu, 2018); in automotive (Azevedo et al, 2012; Azevedo et al, 2016; Azevedo et al, 2011a, 2011b; Azevedo, Carvalho, et al, 2013; Azevedo, Govindan, et al, 2013; Cabral et al, 2012; Carvalho et al, 2017; Carvalho, Azevedo, et al, 2011; Carvalho, Barroso, et al, 2012; Chiarini, 2014; Dey et al, 2019; Diaz‐Elsayed et al, 2013; Drohomeretski et al, 2014; Duarte & Cruz‐Machado, 2017; Govindan et al, 2014; Govindan, Khodaverdi, & Vafadarnikjoo, 2015; Lockamy, 2014; Lotfi & Saghiri, 2018; Luthra et al, 2016; Mohammaddust et al, 2017; Sen et al, 2017; Thomas et al, 2016; Wong et al, 2018; Wu et al, 2018); in aerospace (Ruiz‐Benitez et al, 2017; Ruiz‐Benitez, López, & Real, 2018); in garment industry (Arif‐Uz‐Zaman & Nazmul Ahsan, 2014; Bruce et al, 2004; Chan et al, 2017; Distelhorst, Hainmueller, & Locke, 2016; Fahimnia et al, ...…”

“…In their subsequent study, Azevedo et al (2016) again used the Delphi technique but with linear aggregated. Azadeh et al, 2017 used intelligent algorithm, whereas Aramyan et al (2007) perceived importance score. Kumar and Rodrigues (2018) used resource‐based view approach.…”

A lean six sigma framework for continuous and incremental improvement in the oil and gas sector

“…The proposed approach offers several advantages. Firstly, related works from literature show that LP principles, DMAIC and PDCA are explored separately (Azadeh et al 2017 some authors narrowly indicate the relevance of the integration of these approaches in certain processes, such as healthcare quality and safety (Atanelov, 2016), manufacturing processes (Jin & Zhao, 2010), production planning (Jovanović et al 2013), make-to-order environments (Man, Zain & Mohd Nawawi, 2015), and basic quality tools implementation (Soković et al 2009). Thirdly, the empirical study is applied in oil and gas context, however, the replicability method of the framework allows to adapt and apply in different contexts.…”

An adaptive algorithm for performance assessment of construction project management with respect to resilience engineering and job security

“…The selected unit for correction is where the maximum score is assigned to it (Azadeh et al, 2017b).…”

“…Azadeh and Zarrin (2016) proposed an algorithm for evaluation of performance and analysis of HRM with respect to three concepts including RE, HSEE, and WMF that implemented in a petrochemical plant. In a recent studies, Azadeh et al (2017b) presented an intelligent algorithm for performance evaluation of IRE and lean production principles in a pipe manufactory. In different case studies, RE is implemented in sea fishing and the relationship between RE and safety management was investigated and efforts made to decrease the accidents et al, 2009).…”