International Journal of Production Research

(The median citation count of International Journal of Production Research is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-09-01 to 2023-09-01.)
Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak836
Impact of COVID-19 on logistics systems and disruptions in food supply chain419
Assessing relations between Circular Economy and Industry 4.0: a systematic literature review307
A supply chain transparency and sustainability technology appraisal model for blockchain technology290
Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting258
Reconfigurable supply chain: the X-network227
The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review224
Researchers' perspectives on Industry 4.0: multi-disciplinary analysis and opportunities for operations management207
Industry 4.0 as an enabler of sustainability diffusion in supply chain: an analysis of influential strength of drivers in an emerging economy192
Unearthing the determinants of Blockchain adoption in supply chain management182
Disruption risks in supply chain management: a literature review based on bibliometric analysis178
Supply Chain Viability and the COVID-19 pandemic: a conceptual and formal generalisation of four major adaptation strategies173
Impacts of Industry 4.0 technologies on Lean principles171
A blockchain-based approach for a multi-echelon sustainable supply chain157
Information and digital technologies of Industry 4.0 and Lean supply chain management: a systematic literature review150
Blockchain-based food supply chain traceability: a case study in the dairy sector136
Blockchain in transport and logistics – paradigms and transitions126
Ripple effect and supply chain disruption management: new trends and research directions125
Effects of green supply chain integration and green innovation on environmental and cost performance115
Blockchain adoption in operations and supply chain management: empirical evidence from an emerging economy113
The potential of emergent disruptive technologies for humanitarian supply chains: the integration of blockchain, Artificial Intelligence and 3D printing111
Scopus scientific mapping production in industry 4.0 (2011–2018): a bibliometric analysis108
Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?108
Ripple effect modelling of supplier disruption: integrated Markov chain and dynamic Bayesian network approach105
Machine learning in manufacturing and industry 4.0 applications104
A study on investments in the big data-driven supply chain, performance measures and organisational performance in Indian retail 4.0 context98
Methods for mitigating disruptions in complex supply chain structures: a systematic literature review96
The complementary effect of lean manufacturing and digitalisation on operational performance94
Balancing price and green quality in presence of consumer environmental awareness: a green supply chain coordination approach93
Ripple effect quantification by supplier risk exposure assessment92
An investigation of information alignment and collaboration as complements to supply chain agility in humanitarian supply chain90
The critical success factors of using social media for supply chain social sustainability in the freight logistics industry87
Barriers to the adoption of blockchain technology in business supply chains: a total interpretive structural modelling (TISM) approach86
A systematic literature review of the capabilities and performance metrics of supply chain resilience85
5G in digital supply chain and operations management: fostering flexibility, end-to-end connectivity and real-time visibility through internet-of-everything84
Antecedents and consequences of supply chain risk management capabilities: an investigation in the post-coronavirus crisis84
A smart manufacturing adoption framework for SMEs84
Supply chain collaboration in the presence of disruptions: a literature review81
One-to-one relationships between Industry 4.0 technologies and Lean Production techniques: a multiple case study81
An integrated DEMATEL-MMDE-ISM based approach for analysing the barriers of IoT implementation in the manufacturing industry78
Production scheduling in the context of Industry 4.0: review and trends78
Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing77
Decisions and coordination of green e-commerce supply chain considering green manufacturer's fairness concerns75
Supply chain coordination under information asymmetry: a review75
Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning72
Role of Big Data Analytics in supply chain management: current trends and future perspectives72
The choice of the government green subsidy scheme: innovation subsidy vs. product subsidy71
Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review70
Dual sourcing under supply disruption with risk-averse suppliers in the sharing economy70
Supply chain coordination in the presence of uncertain yield and demand69
Autonomation policy to control work-in-process inventory in a smart production system69
Iot based laundry services: an application of big data analytics, intelligent logistics management, and machine learning techniques69
The value of Blockchain technology implementation in international trades under demand volatility risk69
Big Data in operations and supply chain management: a systematic literature review and future research agenda68
Short- and long-term repeated game behaviours of two parallel supply chains based on government subsidy in the vehicle market67
Zero-defect manufacturing the approach for higher manufacturing sustainability in the era of industry 4.0: a position paper66
Multi-objective robust optimisation model for MDVRPLS in refined oil distribution66
Evaluating barriers and solutions for social sustainability adoption in multi-tier supply chains65
A novel cloud manufacturing service composition platform enabled by Blockchain technology64
Designing a blockchain enabled supply chain64
Deep reinforcement learning for selecting demand forecast models to empower Industry 3.5 and an empirical study for a semiconductor component distributor62
The Industry 5.0 framework: viability-based integration of the resilience, sustainability, and human-centricity perspectives62
Blockchain-based ubiquitous manufacturing: a secure and reliable cyber-physical system62
Reconfigurable manufacturing systems from an optimisation perspective: a focused review of literature61
Trade-in-to-upgrade as a marketing strategy in disassembly-to-order systems at the edge of blockchain technology60
A sustainable production capability evaluation mechanism based on blockchain, LSTM, analytic hierarchy process for supply chain network60
Digital twin of composite assembly manufacturing process59
Carbon emission reduction and product collection decisions in the closed-loop supply chain with cap-and-trade regulation59
Convolutional and generative adversarial neural networks in manufacturing59
The architectural framework of a cyber physical logistics system for digital-twin-based supply chain control59
Sustainable supply chain flexibility and its relationship to circular economy-target performance59
The value of advance payment financing to carbon emission reduction and production in a supply chain with game theory analysis59
Industry 4.0 triggered by Lean Thinking: insights from a systematic literature review59
The relevance of Industry 4.0 and its relationship with moving manufacturing out, back and staying at home59
Deep learning with long short-term memory networks and random forests for demand forecasting in multi-channel retail58
Designing lean value streams in the fourth industrial revolution era: proposition of technology-integrated guidelines58
Research opportunities in preparing supply chains of essential goods for future pandemics58
Risk analysis of the agri-food supply chain: A multi-method approach56
Modelling of sustainable food grain supply chain distribution system: a bi-objective approach55
Game theory applications in production research in the sharing and circular economy era55
Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms52
Intelligent scheduling of discrete automated production line via deep reinforcement learning51
Extracting supply chain maps from news articles using deep neural networks51
Cyber-based design for additive manufacturing using artificial neural networks for Industry 4.051
The impact of information sharing on supply chain learning and flexibility performance50
Green technology adoption in textiles and apparel supply chains with environmental taxes49
Building supply-chain resilience: an artificial intelligence-based technique and decision-making framework49
A discrete artificial bee colony algorithm for distributed hybrid flowshop scheduling problem with sequence-dependent setup times49
Game theory-based models in green supply chain management: a review of the literature49
Investigating the link between transaction and computational costs in a blockchain environment49
System dynamics modelling for supply chain disruptions48
Automated order picking systems and the links between design and performance: a systematic literature review48
Adaptive scheduling for assembly job shop with uncertain assembly times based on dual Q-learning47
Digital twin design for real-time monitoring – a case study of die cutting machine47
An analysis of strategies for adopting blockchain technology in the fresh product supply chain46
A blockchain-based evaluation approach for customer delivery satisfaction in sustainable urban logistics46
A robust location-inventory model for food supply chains operating under disruptions with ripple effects45
Examining freight performance of third-party logistics providers within the automotive industry in India: an environmental sustainability perspective45
Production planning and scheduling in multi-factory production networks: a systematic literature review45
Coordination of a supply chain with an online platform considering green technology in the blockchain era45
A deformable CNN-DLSTM based transfer learning method for fault diagnosis of rolling bearing under multiple working conditions45
Blockchain in food supply chains: a literature review and synthesis analysis of platforms, benefits and challenges44
Towards a circular economy production system: trends and challenges for operations management43
Manufacturer's contract choice facing competing downstream online retail platforms42
Integrating Internet of Things and multi-temperature delivery planning for perishable food E-commerce logistics: a model and application42
A novel Kano-QFD-DEMATEL approach to optimise the risk resilience solution for sustainable supply chain41
A graph-based context-aware requirement elicitation approach in smart product-service systems40
Financing strategy analysis for a multi-sided platform with blockchain technology40
The emergence of cognitive digital twin: vision, challenges and opportunities39
Data-driven secure, resilient and sustainable supply chains: gaps, opportunities, and a new generalised data sharing and data monetisation framework39
A multi-layer Bayesian network method for supply chain disruption modelling in the wake of the COVID-19 pandemic39
Smart city for sustainable urban freight logistics39
Workforce reconfiguration strategies in manufacturing systems: a state of the art39
After-sales services and aftermarket support: a systematic review, theory and future research directions38
Collaborative mechanisms for sustainability-oriented supply chain initiatives: state of the art, role assessment and research opportunities38
Critical success factors influencing artificial intelligence adoption in food supply chains38
The impact of flexibility and redundancy on improving supply chain resilience to disruptions38
Structural-aware simulation analysis of supply chain resilience38
Facility layout planning. An extended literature review38
Multi-objective particle swarm optimisation based integrated production inventory routing planning for efficient perishable food logistics operations37
Open manufacturing: a design-for-resilience approach37
Deep reinforcement learning in production systems: a systematic literature review36
Information sharing strategies in a hybrid-format online retailing supply chain36
Exploring the impacts and contributions of maintenance function for sustainable manufacturing35
Artificial intelligence in manufacturing and logistics systems: algorithms, applications, and case studies35
Combination of Lean value-oriented conception and facility layout design for even more significant efficiency improvement and cost reduction35
A systematic literature review to explore traceability and lifecycle relationship35
Blockchain technology in maritime supply chains: applications, architecture and challenges35
A machine learning approach for predicting hidden links in supply chain with graph neural networks34
Revisiting the warehouse research through an evolutionary lens: a review from 1990 to 201934
The distributed assembly permutation flowshop scheduling problem with flexible assembly and batch delivery34
Design and management of assembly systems 4.0: systematic literature review and research agenda34
Improved multi-fidelity simulation-based optimisation: application in a digital twin shop floor34
State of the art, conceptual framework and simulation analysis of the ripple effect on supply chains34
Transition to the circular economy: the story of four case companies34
Potentials and challenges of augmented reality smart glasses in logistics and supply chain management: a systematic literature review34
Operational strategies for seru production system: a bi-objective optimisation model and solution methods34
The evolution of production scheduling from Industry 3.0 through Industry 4.033
Analysing the vulnerability of green clothing supply chains in South and Southeast Asia using fuzzy analytic hierarchy process33
Fuzzy cognitive maps approach for analysing the domino effect of factors affecting supply chain resilience: a fashion industry case study33
An improved artificial bee colony for multi-objective distributed unrelated parallel machine scheduling33
Industrial big-data-driven and CPS-based adaptive production scheduling for smart manufacturing32
Evolution of supply chain ripple effect: a bibliometric and meta-analytic view of the constructs32
Operational decisions and financing strategies in a capital-constrained closed-loop supply chain32
Product returns management: a comprehensive review and future research agenda32
Innovative platform operations with the use of technologies in the blockchain era32
Quantitative approaches for the integration of production and distribution planning in the supply chain: a systematic literature review32
A new robust dynamic Bayesian network approach for disruption risk assessment under the supply chain ripple effect32
Manufacturer’s channel strategy with retailer’s store brand32
Towards augmenting cyber-physical-human collaborative cognition for human-automation interaction in complex manufacturing and operational environments32
A multi-objective particle swarm optimisation for integrated configuration design and scheduling in reconfigurable manufacturing system32
Sustainable supply chain planning for biomass-based power generation with environmental risk and supply uncertainty considerations: a real-life case study32
B2C cross-border E-commerce logistics mode selection considering product returns31
A multi-objective optimisation study for the design of an AVS/RS warehouse31
Managing collecting or remarketing channels: different choice for cannibalisation in remanufacturing outsourcing31
Optimal cost design of flow lines with reconfigurable machines for batch production31
The zero trust supply chain: Managing supply chain risk in the absence of trust30
22 Years of Lean Supply Chain Management: a science mapping-based bibliometric analysis30
A decision support system for configuring spare parts supply chains considering different manufacturing technologies30
Visualisation of ripple effect in supply chains under long-term, simultaneous disruptions: a system dynamics approach30
Robust optimisation of sustainable food grain transportation with uncertain supply and intentional disruptions30
The role of Artificial Intelligence networks in sustainable supply chain finance for food and drink industry30
How will the diffusion of additive manufacturing impact the raw material supply chain process?30
Robust modelling and prediction of the COVID-19 pandemic in Canada30
Integrating autonomous delivery service into a passenger transportation system29
Towards AI driven environmental sustainability: an application of automated logistics in container port terminals29
Revenue-sharing contracts in supply chains: a comprehensive literature review29
Decision support in productive processes through DES and ABS in the Digital Twin era: a systematic literature review29
Big data analytics in manufacturing: a bibliometric analysis of research in the field of business management29
Information sharing format and carbon emission abatement in a supply chain with competition28
Competition and cooperation in a supply chain with an offline showroom under asymmetric information28
A roadmap for Assembly 4.0: self-configuration of fixed-position assembly islands under Graduation Intelligent Manufacturing System28
Robust optimisation for ripple effect on reverse supply chain: an industrial case study28
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review28
Assistive devices for manual materials handling in warehouses: a systematic literature review28
Multi-objective optimisation for energy-aware flexible job-shop scheduling problem with assembly operations28
Machine learning for demand forecasting in the physical internet: a case study of agricultural products in Thailand28
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis28
Triads in sustainable supply-chain perspective: why is a collaboration mechanism needed?28
A GIS-based green supply chain model for assessing the effects of carbon price uncertainty on plastic recycling27
Optimisation of reverse supply chain with used-product collection effort under collector’s fairness concerns27
Blockchain adoption in logistics and supply chain: a literature review and research agenda27
A recovery planning model for online business operations under the COVID-19 outbreak27
A novel method to forecast energy consumption of selective laser melting processes27
Smart lighting systems: state-of-the-art and potential applications in warehouse order picking27
A shuffled frog-leaping algorithm with memeplex quality for bi-objective distributed scheduling in hybrid flow shop27
Product backorder prediction using deep neural network on imbalanced data27
Financing the newsvendor with preferential credit: bank vs. manufacturer26
Production and operations management for intelligent manufacturing: a systematic literature review26
Towards a sustainable reconfigurable manufacturing system (SRMS): multi-objective based approaches for process plan generation problem26
Firms' preferences for retailing formats considering one manufacturer's emission reduction investment26
Big data analytics business value and firm performance: linking with environmental context26
Deploying cobots in collaborative systems: major considerations and productivity analysis26
What is the role of value-added service in a remanufacturing closed-loop supply chain?26
Financial performance and supply chain dynamic capabilities: the Moderating Role of Industry 4.0 technologies26
Social media in operations and supply chain management: State-of-the-Art and research directions26
The green contagion effect: an investigation into the propagation of environmental practices across multiple supply chains tiers26
Cooperated teaching-learning-based optimisation for distributed two-stage assembly flow shop scheduling26
A systematic literature review exploring uncertainty management and sustainability outcomes in circular supply chains26
Disaster readiness’ influence on the impact of supply chain resilience and robustness on firms’ financial performance: a COVID-19 empirical investigation26
Empirical examination of critical failure factors of continuous improvement deployments: stage-wise results and a contingency theory perspective26
The shortage economy and its implications for supply chain and operations management26
Consideration of workers’ differences in production systems modelling and design: State of the art and directions for future research26
Battling counterfeit masks during the COVID-19 outbreak: quality inspection vs. blockchain adoption26
Strategic management of product recovery and its environmental impact26
Modelling supply chain network for procurement of food grains in India25
A multi-cut L-shaped method for resilient and responsive supply chain network design25
Ageing and human-system errors in manufacturing: a scoping review25
An energy-efficient scheduling and rescheduling method for production and logistics systems25
Ranking dispatching rules in multi-objective dynamic flow shop scheduling: a multi-faceted perspective25
Electricity cost minimisation for optimal makespan solution in flow shop scheduling under time-of-use tariffs25
Sustainable innovation in the dairy supply chain: enabling factors for intermodal transportation25
Optimisation of the multi-depots pick-up and delivery problems with time windows and multi-vehicles using PSO algorithm25
Facing market disruptions: values of elastic logistics in service supply chains25
The relationship between nested patterns and the ripple effect in complex supply networks24
The selection of marketplace mode and reselling mode with demand disruptions under cap-and-trade regulation24
Leagile supply chain: design drivers and business performance implications24
Reverse supply network design for circular economy pathways of wind turbine blades in Europe24
Backshoring and improved key manufacturing resources in firms’ home location24
Nature inspired supply chain solutions: definitions, analogies, and future research directions24
Management and optimisation of chaotic supply chain system using adaptive sliding mode control algorithm24
The optimal channel structure with retail costs in a dual-channel supply chain24
Analysing perceived role of blockchain technology in SCM context for the manufacturing industry24
Fostering low-carbon production and logistics systems: framework and empirical evidence24
An energy-aware cyber physical system for energy Big data analysis and recessive production anomalies detection in discrete manufacturing workshops24
Business continuity-inspired resilient supply chain network design24
A model integrating lean and green practices for viable, sustainable, and digital supply chain performance24
Minimising total tardiness for the identical parallel machine scheduling problem with splitting jobs and sequence-dependent setup times23
Matchmaking in reward-based crowdfunding platforms: a hybrid machine learning approach23
Grain production management to reduce global warming potential under financial constraints and time value of money using evolutionary game theory23
Functional risk-oriented integrated preventive maintenance considering product quality loss for multistate manufacturing systems23
Transfer-robot task scheduling in job shop23
COVID-19 as a trigger for dynamic capability development and supply chain resilience improvement23
A review on tool orientation planning in multi-axis machining23
Proposal of a multi-agent model for the sustainable truck scheduling and containers grouping problem in a Road-Rail physical internet hub23
The role of artificial intelligence in supply chain management: mapping the territory23
Interactive AR-assisted product disassembly sequence planning (ARDIS)23
Deep reinforcement learning for dynamic scheduling of a flexible job shop23
Multi-agent based dynamic scheduling optimisation of the sustainable hybrid flow shop in a ubiquitous environment23
Competitive green supply chain network design model considering inventory decisions under uncertainty: a real case of a filter company23
Selection of best buyback strategy for original equipment manufacturer and independent remanufacturer – game theoretic approach23
Robust scheduling for a two-stage assembly shop with scenario-dependent processing times22
Internet of things (IoT) and big data analytics (BDA) for digital manufacturing (DM)22
Order release planning with predictive lead times: a machine learning approach22
Balancing collaborative human–robot assembly lines to optimise cycle time and ergonomic risk22
A literature review and design methodology for digital twins in the era of zero defect manufacturing22
A parcel network flow approach for joint delivery networks using parcel lockers22
Artificial intelligence-driven risk management for enhancing supply chain agility: A deep-learning-based dual-stage PLS-SEM-ANN analysis22
52 Years of manufacturing strategy: an evolutionary review of literature (1969–2021)22
A two-period model for selection of resilient multi-tier supply portfolio22
Designing profitable and responsive supply chains under uncertainty22
A linear model for optimal cybersecurity investment in Industry 4.0 supply chains22
Using simulation-based system dynamics and genetic algorithms to reduce the cash flow bullwhip in the supply chain22
Virtual metrology as an approach for product quality estimation in Industry 4.0: a systematic review and integrative conceptual framework22
Research on supply network resilience considering random and targeted disruptions simultaneously22
A cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing21
Hybrid make-to-stock and make-to-order systems: a taxonomic review21
Decision support model for implementing assistive technologies in assembly activities: a case study21
What does operational excellence mean in the Fourth Industrial Revolution era?21
Impact of financial risk on supply chains: a manufacturer-supplier relational perspective21
Influence of logistic service level on multichannel decision of a two-echelon supply chain21
Mitigating ripple effect in supply networks: the effect of trust and topology on resilience21
A data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects21
An analysis of the ripple effect for disruptions occurring in circular flows of a supply chain network*21
Modelling flexible decisions about sustainable supplier selection in multitier sustainable supply chain management21
Flexible flow line scheduling considering machine eligibility in a digital dental laboratory21
Product disassembly sequence planning: state-of-the-art, challenges, opportunities and future directions21
Optimal dynamic imperfect preventive maintenance of wind turbines based on general renewal processes21
Dynamic generic and brand advertising decisions under supply disruption20
Robust possibilistic programming for joint order batching and picker routing problem in warehouse management20
Forward and reverse logistics vehicle routing problems with time horizons in B2C e-commerce logistics20
Automated digital cause-and-effect diagrams to assist causal analysis in problem-solving: a data-driven approach20
Pharmaceutical quality control laboratory digital twin – A novel governance model for resource planning and scheduling20
A new aggregation algorithm for performance metric calculation in serial production lines with exponential machines: design, accuracy and robustness20
A multiobjective single bus corridor scheduling using machine learning-based predictive models20
Flexible strategies under supply disruption: the interplay between contingent sourcing and responsive pricing20
Dynamic resource levelling in projects under uncertainty20
A low-carbon, fixed-tour scheduling problem with time windows in a time-dependent traffic environment20
Cloud manufacturing service composition and optimal selection with sustainability considerations: a multi-objective integer bi-level multi-follower programming approach20
Joint optimization of spare parts ordering and age-based preventive replacement20
New challenges in supply chain management: cybersecurity across the supply chain20
Capacity investment and inventory planning for a hybrid manufacturing – remanufacturing system in the circular economy20
Actionable cognitive twins for decision making in manufacturing20
An online community-based dynamic customisation model: the trade-off between customer satisfaction and enterprise profit20
Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review20
An architecture to facilitate the integration of human workers in Industry 4.0 environments20
Smart logistics ecological cooperation with data sharing and platform empowerment: an examination with evolutionary game model19
Promoting sustainability of the integrated production-inventory-distribution system through the Physical Internet19
Pressure or premium: what works best where? Antecedents and outcomes of sustainable manufacturing practices19
Dynamic compensation and contingent sourcing strategies for supply disruption19
A new unrelated parallel machine scheduling problem with tool changes to minimise the total energy consumption19
Industrial ontologies for interoperability in agile and resilient manufacturing19
Building blocks for digital twin of reconfigurable machine tools from design perspective19
The coopetition effect of learning-by-doing in outsourcing19
Assessing the performances of a novel decentralised scheduling approach in Industry 4.0 and cloud manufacturing contexts19
Identifying the precursors of vulnerability in agricultural value chains: A system dynamics approach19
Big data analytics energy-saving strategies for air compressors in the semiconductor industry – an empirical study19
Fault detection and recognition of multivariate process based on feature learning of one-dimensional convolutional neural network and stacked denoised autoencoder19
Nonparametric monitoring of multivariate data via KNN learning19
Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges19
Optimal layout of ellipses and its application for additive manufacturing18
Design and realisation of an efficient environmental assessment method for 3R systems: a case study on engine remanufacturing18
Reinforcement learning for robotic flow shop scheduling with processing time variations18
Lean Production and Industry 4.0 integration: how Lean Automation is emerging in manufacturing industry18
Crowdsource-enabled integrated production and transportation scheduling for smart city logistics18
Integrated product-process modelling for platform-based co-development18
The influence of digital transformation on low-carbon operations management practices and performance: does CEO ambivalence matter?18
Modelling and design for a shuttle-based storage and retrieval system18
A deep learning approach for the dynamic dispatching of unreliable machines in re-entrant production systems18
Using process mining to improve productivity in make-to-stock manufacturing18
Physical Internet-enabled customised furniture delivery in the metropolitan areas: digitalisation, optimisation and case study18
Incorporation of resource reliability into critical chain project management buffer sizing18
Reactive scheduling approach for solving a realistic flexible job shop scheduling problem18
Disruption risk management in service-level agreements18
Applications of deep learning for fault detection in industrial cold forging18
Dynamic service resources scheduling method in cloud manufacturing environment18
Tool condition monitoring framework for predictive maintenance: a case study on milling process18
Anti-conflict AGV path planning in automated container terminals based on multi-agent reinforcement learning18
A framework to assess sustaining continuous improvement in lean healthcare18
A robust optimization approach for integrated steel production and batch delivery scheduling with uncertain rolling times and deterioration effect18
On analysing sustainability assessment in manufacturing organisations: a survey18
Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.018
Optimal strategies for financing a three-level supply chain through blockchain platform finance18
Constraint programming approach for multi-resource-constrained unrelated parallel machine scheduling problem with sequence-dependent setup times18
Supply chain mapping: a proposed construct17
How social communications affect product line design in the platform economy17
Concurrent optimisation of modular product and Reconfigurable Manufacturing System configuration: a customer-oriented offer for mass customisation17
Evaluation of antecedents to social sustainability practices in multi-tier Indian automotive manufacturing firms17
The value of quality grading in remanufacturing under quality level uncertainty17
Toward supply chain viability theory: from lessons learned through COVID-19 pandemic to viable ecosystems17
Multi-tier supply chain sustainability in the pulp and paper industry: a framework and evaluation methodology17
Towards data-driven approaches in manufacturing: an architecture to collect sequences of operations17
Many-objective flow shop scheduling optimisation with genetic algorithm based on fuzzy sets17
An enhanced branch-and-price algorithm for the integrated production and transportation scheduling problem17
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach17
Analytics and machine learning in vehicle routing research17
Optimal order picker routing in a conventional warehouse with two blocks and arbitrary starting and ending points of a tour17
The interpretive model of manufacturing: a theoretical framework and research agenda for machine learning in manufacturing17
Partial disassembly line balancing under uncertainty: robust optimisation models and an improved migrating birds optimisation algorithm17
Heuristic algorithms for truck scheduling of cross-docking operations in cold-chain logistics17
Advance booking pricing in O2O commerce with demand leakage using game theory for tourism supply chains17
Metamodel-based simulation optimisation for bed allocation17
Reducing the total tardiness by Seru production: model, exact and cooperative coevolution solutions17
The impact of business intelligence systems on profitability and risks of firms16
Hybrid spider monkey optimisation algorithm for multi-level planning and scheduling problems of assembly lines16
Price and capacity decisions in a telemedicine service system under government subsidy policy16
Parallel machine scheduling with multiple processing alternatives and sequence-dependent setup times16
Contract strategy in the presence of chain to chain competition16
Mining online reviews with a Kansei-integrated Kano model for innovative product design16
Supply chain network design under the risk of uncertain disruptions16
A variable-type skip-lot sampling plan for products with a unilateral specification limit16
Optimal information disclosure strategies for a retail platform in the blockchain technology era16
Travel time models for a three-dimensional compact AS/RS considering different I/O point policies16
Integrated production-inventory-routing problem for multi-perishable products under uncertainty by meta-heuristic algorithms16
Closed-loop supply chain network design integrated with assembly and disassembly line balancing under uncertainty: an enhanced decomposition approach16
Dynamic design method of digital twin process model driven by knowledge-evolution machining features16
Modelling and solving mixed-model two-sided assembly line balancing problem with sequence-dependent setup time16
Role of traditional Chinese philosophies and new product development under circular economy in private manufacturing enterprise performance16
Multiobjective capacitated green vehicle routing problem with fuzzy time-distances and demands split into bags16
Proportional order-up-to policies for closed-loop supply chains: the dynamic effects of inventory controllers16
Formalising product deletion across the supply chain: blockchain technology as a relational governance mechanism16
What is Quality 4.0? An exploratory sequential mixed methods study of Italian manufacturing companies16
A systematic review of the implementation of industry 4.0 from the organisational perspective16
Recent contributions to supply chain finance: towards a theoretical and practical research agenda16
The impacts of digital technologies on coping with the COVID-19 pandemic in the manufacturing industry: a systematic literature review16
Systems resilience assessments: a review, framework and metrics15
A paler shade of green: implications of green product deletion on supply chains15
Electric vehicle routing problem with flexible deliveries15
Detection of interferences in an additive manufacturing process: an experimental study integrating methods of feature selection and machine learning15
How manufacturer's integration strategies affect closed-loop supply chain performance15
Operating policies in multi-warehouse drone delivery systems15
Logistics sustainability practices: an IoT-enabled smart indoor parking system for industrial hazardous chemical vehicles15
Cybersecurity investments in a two-echelon supply chain with third-party risk propagation15
The price-setting newsvendor: review and extensions15
Intermittent demand forecasting for spare parts in the heavy-duty vehicle industry: a support vector machine model15
Examining the resiliency of intertwined supply networks: a jury-rigging perspective15
Incorporating order acceptance, pricing and equity considerations in the scheduling of cloud manufacturing systems: matheuristic methods15
Meta-heuristics for sustainable supply chain management: a review15
A sampling-based approach for managing lot release in time constraint tunnels in semiconductor manufacturing15
Learning dispatching rules for single machine scheduling with dynamic arrivals based on decision trees and feature construction15
A review on reinforcement learning algorithms and applications in supply chain management15
A distribution-free Shewhart-type Mann–Whitney control chart for monitoring finite horizon productions15
Review of supplier diversification and pricing strategies under random supply and demand15
Impact of risks in foodgrains transportation system: a system dynamics approach15
Transforming resilience in the context of a pandemic: results from a cross-industry case study exploring supply chain viability14
Pricing strategy for B&M store in a dual-channel supply chain based on hotelling model14
Multi-period price competition of blockchain-technology-supported and traditional platforms under network effect14
Robust parameter design based on Gaussian process with model uncertainty14
Intelligent scheduling and reconfiguration via deep reinforcement learning in smart manufacturing14
A preliminary prototyping approach for emerging metro-based underground logistics systems: operation mechanism and facility layout14
A new medical staff allocation via simulation optimisation for an emergency department in Hong Kong14
Digital transformation maturity assessment: development of the digital transformation capability maturity model14
Effective heuristics and metaheuristics to minimise total tardiness for the distributed permutation flowshop scheduling problem14
Efficient path planning for automated guided vehicles using A* (Astar) algorithm incorporating turning costs in search heuristic14
Multi-objective two-echelon location-distribution of non-medical products14
Exploring the nonlinear dynamics of the lost-sales order-up-to policy14
Modelling of risk transmission and control strategy in the transnational supply chain14
Demonstration of a blockchain-based framework using smart contracts for supply chain collaboration14
Integrating supplier selection with inventory management under supply disruptions14
A new method for solving buffer allocation problem in large unbalanced production lines14
The dynamics of reshoring decisions and the role of purchasing14
A supervised machine learning approach for the optimisation of the assembly line feeding mode selection14
Pricing and warranty decisions in a two-period closed-loop supply chain14
Improved model and efficient method for bi-objective closed-loop food supply chain problem with returnable transport items14
Smart sewing work measurement system using IoT-based power monitoring device and approximation algorithm14
Towards a multi-party interaction framework: state-of-the-art review in sustainable operations management14
Exploring the opportunities in establishing a closed-loop supply chain under uncertainty14
Industrial Dataspace for smart manufacturing: connotation, key technologies, and framework14
Delegation vs. direct sourcing revisited: contract types under correlated supply risks and asymmetric cost information14
Intertwined supply network design under facility and transportation disruption from the viability perspective14
The no-wait flow shop with rejection14
Composite performance metric for product flow configuration selection of reconfigurable manufacturing system (RMS)14
An optimal integrated production and maintenance strategy for a multi-wind turbines system14
Multiple multi-tier sustainable supply chain management: a social system theory perspective14
Multi-agent scheduling problems under multitasking13
Using deep learning to value free-form text data for predictive maintenance13
Sustainable vehicle routing of agro-food grains in the e-commerce industry13
Production planning and control in multi-stage assembly systems: an assessment of Kanban, MRP, OPT (DBR) and DDMRP by simulation13
Joint optimisation for dynamic flexible job-shop scheduling problem with transportation time and resource constraints13
Supply chain-oriented permutation flowshop scheduling considering flexible assembly and setup times13
Framework for incorporating human factors into production and logistics systems13
Modelling job rotation in manufacturing systems with aged workers13
Circular economy and circularity supplier selection: a fuzzy group decision approach13
A hybrid differential evolution algorithm for parallel machine scheduling of lace dyeing considering colour families, sequence-dependent setup and machine eligibility13
Sparsest packing of two-dimensional objects13
Maintenance optimisation for systems with multi-dimensional degradation and imperfect inspections13
Optimal postponement in supply chain network design under uncertainty: an application for additive manufacturing13
A decade of progress in supply chain risk management: risk typology, emerging topics, and research collaborators13
Adoption of green supply chain management practices in multi-tier supply chains: examining the differences between higher and lower tier firms13
An enhanced multi-objective JAYA algorithm for U-shaped assembly line balancing considering preventive maintenance scenarios13
Equilibrium strategies of channel structure and RFID technology deployment in a supply chain with manufacturer encroachment13
Market entrance and pricing strategies for a capital-constrained remanufacturing supply chain: effects of equity and bank financing on circular economy13
Resilient supply chain to a global pandemic13
Integrated locating in-house logistics areas and transport vehicles selection problem in assembly lines13
Optimising the credit term decisions in a dual-channel supply chain13
Solving inventory routing with transshipment and substitution under dynamic and stochastic demands using genetic algorithm and deep reinforcement learning13
Soft sensor of flotation froth grade classification based on hybrid deep neural network13
Spatial arrangement using deep reinforcement learning to minimise rearrangement in ship block stockyards13
Universal manufacturing: enablers, properties, and models13
Change-point detection in Phase I for autocorrelated Poisson profiles with random or unbalanced designs12
Single-period assortment and stock-level decisions for dual sales channels with capacity limits and uncertain demand12
Product⋎service system configuration: a generic knowledge-based model for commercial offers12
A fuzzy control system for assembly line balancing with a three-state degradation process in the era of Industry 4.012
Explainable reinforcement learning in production control of job shop manufacturing system12
A twin data and knowledge-driven intelligent process planning framework of aviation parts12
Incentive contracts for green building production with asymmetric information12
Drug recall management and channel coordination under stochastic product defect severity: a game-Theoretic analytical study12
Applying digital twins for inventory and cash management in supply chains under physical and financial disruptions12
Combinatorial Benders decomposition for mixed-model two-sided assembly line balancing problem12
Branch-and-price-and-cut methods for the electric vehicle routing problem with time windows12
Involving second-tier suppliers in Green supply chain management: drivers and heterogenous understandings by firms along supply chains12
Urban delivery of fresh products with total deterioration value12
The value of flexibility in mitigating supply chain transportation risks12
Reference model of milk-run traffic systems prototyping12
A many-objective memetic algorithm for correlation-aware service composition in cloud manufacturing12
Maintenance on leasing sales strategies for manufacturing/remanufacturing system with increasing failure rate and carbon emission12
Cost modelling of onboard cobot-supported item sorting in a picking system12
Estimation of product success potential using product value12
Blockchain’s impact on platform supply chains: transaction cost and information transparency perspectives12
Strategic sourcing in forward and spot markets with reliable and unreliable suppliers12
Multi robots interactive control using mixed reality12
Optimising the configuration of green supply chains under mass personalisation12
Practical factors in order picking planning: state-of-the-art classification and review12
COVID-19 pandemic disruption: a matter of building companies’ internal and external resilience12
An improved fireworks algorithm for the constrained single-row facility layout problem12
Knowledge-based engineering approach for defining robotic manufacturing system architectures12
A bi-objective robust resource allocation model for the RCPSP considering resource transfer costs12
Exploring the role of artificial intelligence in building production resilience: learnings from the COVID-19 pandemic12
Multi-dimensional spatiotemporal demand forecasting and service vehicle dispatching for online car-hailing platforms12
Multi-directional local search for sustainable supply chain network design12
A bi-objective optimisation of post-disaster relief distribution and short-term network restoration using hybrid NSGA-II algorithm12
Integrated disassembly line balancing and routing problem12
A robust service composition and optimal selection method for cloud manufacturing11
Variable takt time groups and workload equilibrium11
A non-parametric CUSUM control chart for process distribution change detection and change type diagnosis11
A population-based metaheuristic for the capacitated lot-sizing problem with unrelated parallel machines11
Digital twin application with horizontal coordination for reinforcement-learning-based production control in a re-entrant job shop11
An efficient model for locating solid waste collection sites in urban residential areas11
A bi-objective model to include workers’ vibration exposure in assembly line design11
Disclosing the formation and value creation of servitization through influential factors: a systematic review and future research agenda11
Analysing the effectiveness of workload balancing measures in order picking operations11
Assessment of financial risk in the design and scheduling of multipurpose plants under demand uncertainty11
Optimal bundling in a distribution channel in the presence of substitutability and complementarity11
Price competition or technology improvement? An investigation of green car technology11
Cooperation performance of multi-organisations operating in a sharing economy: game theory with agent-based modelling11
A quantitative approach to resilience in manufacturing systems11
Improved whale optimisation algorithm for two-sided disassembly line balancing problems considering part characteristic indexes11
Dispatch optimisation in O2O on-demand service with crowd-sourced and in-house drivers11
Status of engineering change management in the engineer-to-order production environment: insights from a multiple case study11
A single machine scheduling problem with machine availability constraints and preventive maintenance11
Assignment of duplicate storage locations in distribution centres to minimise walking distance in order picking11
A hybrid multiobjective GRASP for a multi-row facility layout problem with extra clearances11
Robust optimization model for medical staff rebalancing problem with data contamination during COVID-19 pandemic11
A hybrid multi-level optimisation framework for integrated production scheduling and vehicle routing with flexible departure time11
The cutting stock problem with multiple manufacturing modes applied to a construction industry11
Profit-oriented distributionally robust chance constrained flowshop scheduling considering credit risk11
Integrated decision support framework for distribution network design11
Blockchain implementation in pharmaceutical supply chains: A review and conceptual framework11
A resilience assessment framework for urban transportation systems11
Solving a flexible job shop lot sizing problem with shared operations using a self-adaptive COA11