International Journal of Production Research

Article	Citations
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	613
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	293
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	258
Smart charging with demand response and energy peak shaving for reefer containers with Internet-of-Things	250
Αn AI-driven approach to assess sentiments and interpret context in a critical mineral supply chain	233
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	217
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	213
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	201
Balancing profitability and waste reduction: optimizing markdown policies for retail inventory	188
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	158
A decision support framework on simulation fidelity for transferable and autonomously optimised swarm behaviour	151
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	148
Integrated optimisation of delivery and installation operations in home appliance last-mile logistics	138
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	133
Exploring modularity's effects on process efficiency in single assembly line balancing	129
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	125
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	124
Resilient agricultural biomass supply chain network design with uncertain disruptions: a data-driven globalised robust optimisation approach	119
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	118
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	115
Multi-period replenishment planning with supplier assignment under a dynamic demand and stochastic lead-times	109
Infrastructure planning of intra-city battery swapping stations considering demand uncertainty: a multi-pattern based distributionally robust approach	106
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	106
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	106
Exploring blockchain technologies in sustainable supply chains – unveiling the latent research topics using an AI approach	96

The paradigm shift of mass customisation research	96
Electric vehicle adoption in logistics supply chain	94
Information sharing and confidentiality: a federated multi-agent reinforcement learning approach for supply chain coordination	94
Optimal dynamic pricing strategy for non-durable experience goods: the role of consumer AI learning	93
Attractiveness factors in retail category space location-allocation problem	93
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	86
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	85
Human-centred AI in industry 5.0: a systematic review	84
An overview on human-centred technologies, measurements and optimisation in assembly systems	84
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	83
Implementation of digital twins in the food supply chain: a review and conceptual framework	82
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	82
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	80
A port-hinterland hub network design method for reefer containers considering time-varying demands and diverse supporting service requirements	77
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	77
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times	76
Assignment strategy and lane depth in homogeneous multi-deep shuttle-based S/R systems	76
Enabling industrial internet of things-based digital servitization in smart production logistics	75
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation	74
Product family formation based on optimal resource sequence for reconfigurable manufacturing system	74
Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs	73
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times	72
Robust emergency relief supply allocation with supplier selection and inventory pre-positioning	71
Using Tobit exponential smoothing to enhance demand planning in the presence of censored data	70
Improving asset management capabilities: a novel decision support system for maturity assessment	70
Complex network-based storage assignment strategy for item communities	70
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies	69
Multi-objective metaheuristic approach for balancing and scheduling human-robot collaborative assembly lines with cognitive and ergonomic considerations	69
A three-step approach for decision support in operational production planning of complex manufacturing systems	67
Hierarchical multi-agent deep reinforcement learning for dynamic flexible job-shop scheduling with transportation	67
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour	67
Sustainability meets service procurement: a case study in the ICT service sector	66
An integrated multi-objective approach to collaborative disassembly line balancing and planning with TAOG-based modelling	66
A digital twin-based cyber-physical system for resilient short-term equipment leasing	65
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach	65
Improved formulations of the joint order batching and picker routing problem	63
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions	63
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm	62
Enhancing supply chain flows through blockchain: a comprehensive literature review	60
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity	57
A fair distribution of expected profit in a supply chain with a risk-averse manufacturer	55
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing	55
Blockchain-enabled horizontal capacity sharing under demand uncertainty	54
Stochastic modelling and analysis of a deteriorating serial production–inventory network	54
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies	52
A graph-based approach for integrating massive data in container terminals with application to scheduling problem	52
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem	52
The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system	51
Blockchain-based digital product passport: design principles and demonstration	51
An innovative framework integrating MILP and a parallel optimal algorithm for UAV-Enabled last-Mile delivery	50

Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic	50
The ASSISTANT project: AI for high level decisions in manufacturing	50
Minimum order quantity requirements in the presence of supply disruption risk and retail competition	49
Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach	49
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks	48
Digital assets in zero-defect manufacturing: literature review and proposed framework	48
Empirical observation and comparison of product portfolio till the complexity crisis and beyond: case study in the cutting tool industry	48
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process	47
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints	47
Digitalisation and technological innovation: panaceas for sustainability?	46
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality	46
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains	46
A mathematical model for equitable in-country COVID-19 vaccine allocation	46
Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature	45
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature	45
Quantifying organisational resilience: an integrated resource efficiency view	45
Optimal allocation of fast charging stations for large-scale transportation systems	44
Overcoming the productivity challenge in product life-extending operations: a multiple-case study of European facilities	44
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure	44
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop	44
The time-window strategy in the online order batching problem	43
Estimating the task content of work: workforce design for AI-driven human-robot collaboration in intralogistics	43
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target	43
Bi-Objective optimisation for synchronising replenishment and storage assignment: achieving energy efficiency and blocking avoidance in forward-reserve warehousing	43
Implications of retail media network in an online platform with co-opetitive sellers	43
A multi-agent framework for container booking and slot allocation in maritime shipping	42
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective	42
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems	42
Building a pathway of GenAI-enabled capabilities for supply chain management	41
Financial constraints under carbon emissions trading: a quasi-natural experiment approach	40
Advance selling and contracting strategies under supply chain competition	40
Multi-tier sustainable supply chains management for global sustainability	40
Maximizing efficiency in low-carbon sustainable supply chain under yield uncertainty and risk-averse flexibility	40
Real-time monitoring of high-dimensional autocorrelated categorical data: a dynamic probabilistic tensor decomposition approach	40
Order processing and buffer assignment in an order picking system with cooperative robots	40
Single order versus batch order-picking and Warehousing 5.0: analysing the role of human factor with neuroscience-based assessment of cognitive load	39
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches	39
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters	39
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management	39
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping	39
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities	38
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions	38
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks	38
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven	38
Systematic review of adopting blockchain in supply chain management: bibliometric analysis and theme discussion	38
Solving flexible job-shop problem considering skilled workers via multi-domain graph attention network	38
A review on reinforcement learning algorithms and applications in supply chain management	38
Traditional or drop-shipping? channel choice and product quality	37
Due-date assignment scheduling with only mean and support of processing times	37
How a platform's private label interacts with a manufacturer's financing strategy	37
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle	37
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity	36
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study	36
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes	36
Simulator for cost analysis of inconsistent and unsolicited in-kind donations: insights and projections from a sustainable perspective	36
Correction Notice	35
Optimising coordination mechanisms for a sustainable ethanol-blended fuel supply chain in India's transportation sector	35
Single machine scheduling with variable maintenance in the battery manufacturing	35
Toward lean industry 5.0: a human-centered model for integrating lean and industry 4.0 in an automotive supplier	34
Impacts of incentive-based programmes on supply chains	34
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints	34
Deep learning-based energy consumption prediction and anomaly detection of drying system in automotive paint shop	34
Towards resilient product-service systems in Industry 5.0: a self-adaptive resilience management framework	34
As an intermediary or a direct financier? An analysis of operations-finance interface strategies in supply chain finance	34
Beyond prototyping: mapping the relative advantages of adopting additive manufacturing for industrial production	34
A formal skill model to enable reconfigurable assembly systems	34
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning	33
Contracts for biopharmaceutical manufacturing based on production cost and capabilities	33
Evidential feature differentiated learning for trustworthy recognition of mixed-type defects in wafer maps	33
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains	33
The physics of decision approach: a physics-based vision to manage supply chain resilience	33
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective	33
Multi-agent scheduling models and methods for manufacturing as a service systems	33
Financing the retailers with default probabilities: capital constrained supplier vs. bank	32
Optimal stocking policies for inventory systems with uncertain returns	32
Multi-objective design of the material handling system in zone-based job shop manufacturing environments using supervised machine learning	32
Optimal N-policy for the maintenance of k-out-of-n systems with dynamic minor repairs considering second-hand component income	32
Methodological approaches and managerial insights in supply chain stress testing	32
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop	32
The risk management of customized product supply chains based on digital twin technology	32

Travel time model for multiple-deep shuttle-based storage and retrieval systems	32
Turret-index optimisation with mathematical programming and metaheuristic approaches	32
Risk-averse product line design in distribution channels: a mean-variance perspective	31
AI and emerging technology adoption: a research agenda for operations management	31
Serial- and hierarchical-batch scheduling: a systematic review and future research directions	31
Supply chain visibility: A Delphi study on managerial perspectives and priorities	31
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence	31
Blockchain technology adoption strategies of a supply chain considering possible product defects	31
Forecasting spare part extractions from returned systems in a closed-loop supply chain	31
Trend and seasonality features extraction with pre-trained CNN and recurrence plot	31
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector	30
A framework and system architecture for value-oriented digital services in data-driven production logistics	30
Digital twin design and analytics for scaling up electric vehicle battery production using robots	30
Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem	29
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry	29
Blockchain innovations for addressing pharmaceutical counterfeit in the global supply chain: a PLS–ANN approach	29
A human-cyber-physical system framework for steel structure manufacturing management towards Industry 5.0	29
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming	29
Effects of adaptive cooperation among heterogeneous manufacturers on supply chain viability under fluctuating demand in post-COVID-19 era: an agent-based simulation	29
Enhancing end-of-life product recyclability through modular design and social engineering optimiser	29
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework	28
An exact method for machining lines design with equipment selection and line balancing	28
Home healthcare network design with sustainability and inventory considerations	28
Financing deep-tier suppliers in a pull supply chain under blockchain technology	28
A large language model-based manufacturing process planning approach under industry 5.0	28
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems	28
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game	28
Optimising procurement strategies: prioritising procurement cost and supply uncertainty for dual-component sourcing	27
The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations	27
Scheduling on parallel dedicated machines with job rejection	27
A logistics ratio-optimised inventory routing problem with lateral transhipment using mixed-integer robust fractional programming	27
Responding to epidemic-driven demand: the role of supply channels	27
Optimal production strategies for manufacturer with renewable energy supply fluctuations and financial risk mitigation	27
Digital twin-driven real-time collaborative scheduling for U-shaped automated container terminals	27
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems	26
AGV scheduling in automated container terminals considering multi-load strategy and charging requirements	26
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables	26
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook	26
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect	26
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy	26
Digital twin-driven design and application paradigm for assembly accuracy performance prototype	26
Joint optimisation of product family configuration and supply chain resilience	26
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem	26
Distribution network design problem considering warehouse types: framework, model, and algorithm	25
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder	25
Correction	25
Service-level-driven procurement and production lot-sizing problem with demand fulfilment	25
Evolve-learn-adjust for seru production system	25
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets	25
Cultural and organisational variables in blockchain technology acceptance	25
Correction	25
On the impact of supply uncertainty on inventory decisions: EOQ-based models	25
Non-conformances in infrastructure engineer-to-order production systems	24
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data	24
Uncertainty-aware physics-data fusion for RUL prediction for manufacturing tools	24
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability	24
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment	24
Sustainable multi-objective scheduling in fabric dyeing: a hybrid TLBO-eEDA approach with redyeing operations and due windows	24
Transportation scheduling for modules used in modular integrated construction	24
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study	24
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem	24
A review of explainable artificial intelligence in smart manufacturing	24
Mathematical programming and heuristic approaches to the turret-index optimisation problem with tool duplications	24
Motivations and impediments to blockchain adoption in the supply chain: an empirical investigation and evaluation	24
Decentralised collaborative job reassignments in additive manufacturing	23
Should firms invest in demand forecasting? Benefits of improving forecasting accuracy on order smoothing, dual-sourcing and multi-stage supply chain problems	23
Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path	23
Optimal decisions of power battery production and repurposing rate under different repurposed battery markets and repurposing parties	23
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods	23
Two’s company, three’s a crowd: on the bystander effect and other barriers to collaboration in multi-stage supply chains	23
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations	23
Green reverse logistics network management for electric vehicle batteries under uncertainties: review and future trends	23
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry	23
The asymmetric industry contagion effects of peer behaviours for decisioning trade credit	23
Introducing a managerial decision-support tool for technology adoption in supply chains: a case study in the shipbuilding industry	23
Mixed-model sequencing versus car sequencing: comparison of feasible solution spaces	23
Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning	23
A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing	22
A hierarchical Bayesian model for payment delay prediction in supply chain financing	22
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems	22
A novel resilient scheduling method based on multi-agent system for flexible job shops	22
What if the swans wreaking havoc in supply chains are grey not black?	22
Carbon trade finance: a perspective of supply chain management	22
An improved simulated bifurcation algorithm for hot rolling mill production scheduling	22
Pricing and emission reduction strategies: competition between carbon capture, utilization, and storage and autonomous emission reduction technologies	22
Financing an online newsvendor with considering the impact of advertising strategy	22
Network flow-based deterministic and stochastic models for the integrated lot-sizing and scheduling problem with sequence-dependent set-up costs	22
Metaevaluation: a comprehensive evaluation of health indicator on real options-based maintenance scheduling and health prognostics of bearing degradation	22
Scheduling algorithms for multi-stage flow shops with reworks under overlapped queue time limits	21
A dynamic condition-based maintenance policy for heterogeneous-wearing tools with considering product quality deterioration	21
An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing	21
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain	21
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm	21
Assessing perceived assembly complexity in human-robot collaboration processes: a proposal based on Thurstone’s law of comparative judgement	21
An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing	21