International Journal of Production Research

Article	Citations
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	471
Attractiveness factors in retail category space location-allocation problem	239
Function block-enabled operation planning and machine control in Cloud-DPP	223
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	211
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	207
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	188
Exploring blockchain technologies in sustainable supply chains – unveiling the latent research topics using an AI approach	181
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	177
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	171
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	161
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	148
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	135
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	131
Optimal dynamic pricing strategy for non-durable experience goods: the role of consumer AI learning	124
Exploring modularity's effects on process efficiency in single assembly line balancing	123
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	121
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	120
Αn AI-driven approach to assess sentiments and interpret context in a critical mineral supply chain	112
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	107
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	106
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	105
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	101
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision	101
Implementation of digital twins in the food supply chain: a review and conceptual framework	100
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach	96

The paradigm shift of mass customisation research	95
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	93
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	91
Integrated optimisation of delivery and installation operations in home appliance last-mile logistics	91
An overview on human-centred technologies, measurements and optimisation in assembly systems	87
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	86
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	85
Smart charging with demand response and energy peak shaving for reefer containers with Internet-of-Things	84
Electric vehicle adoption in logistics supply chain	82
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	81
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	80
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	79
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	75
Human-centred AI in industry 5.0: a systematic review	75
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review	73
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	71
An innovative framework integrating MILP and a parallel optimal algorithm for UAV-Enabled last-Mile delivery	71
A quantitative approach to resilience in manufacturing systems	71
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	71
Complex network-based storage assignment strategy for item communities	70
A digital twin-based cyber-physical system for resilient short-term equipment leasing	69
Product family formation based on optimal resource sequence for reconfigurable manufacturing system	69
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies	69
Improving asset management capabilities: a novel decision support system for maturity assessment	67
Minimum order quantity requirements in the presence of supply disruption risk and retail competition	67
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times	67
Blockchain-enabled horizontal capacity sharing under demand uncertainty	66
Sustainability meets service procurement: a case study in the ICT service sector	66
A graph-based approach for integrating massive data in container terminals with application to scheduling problem	66
Stochastic modelling and analysis of a deteriorating serial production–inventory network	66
A three-step approach for decision support in operational production planning of complex manufacturing systems	65
Identifying profitable reference architectures in an engineer-to-order context	65
A port-hinterland hub network design method for reefer containers considering time-varying demands and diverse supporting service requirements	64
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach	63
Enhancing supply chain flows through blockchain: a comprehensive literature review	63
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm	63
Improved formulations of the joint order batching and picker routing problem	63
Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment	63
Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic	62
A concise guide to scheduling with learning and deteriorating effects	60
Enabling industrial internet of things-based digital servitization in smart production logistics	59
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies	58
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions	58
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem	57
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity	56
The ASSISTANT project: AI for high level decisions in manufacturing	56
Blockchain-based digital product passport: design principles and demonstration	55
Digital assets in zero-defect manufacturing: literature review and proposed framework	55
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing	55
Hierarchical multi-agent deep reinforcement learning for dynamic flexible job-shop scheduling with transportation	54

Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs	54
Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach	54
A fair distribution of expected profit in a supply chain with a risk-averse manufacturer	53
Assignment strategy and lane depth in homogeneous multi-deep shuttle-based S/R systems	53
The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system	52
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times	52
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour	52
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation	52
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems	50
Application research of a new neighbourhood structure with adaptive genetic algorithm for job shop scheduling problem	50
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks	50
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains	48
Multi-tier sustainable supply chains management for global sustainability	48
The time-window strategy in the online order batching problem	47
Optimal allocation of fast charging stations for large-scale transportation systems	47
A mathematical model for equitable in-country COVID-19 vaccine allocation	47
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process	47
A mixed-model assembly line sequencing problem with parallel stations and walking workers: a case study in the automotive industry	46
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints	45
Evolutionary game analysis for government regulations in a straw-based bioenergy supply chain	44
Overcoming the productivity challenge in product life-extending operations: a multiple-case study of European facilities	44
Order processing and buffer assignment in an order picking system with cooperative robots	44
Real-time monitoring of high-dimensional autocorrelated categorical data: a dynamic probabilistic tensor decomposition approach	44
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches	44
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop	43
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality	43
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective	43
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters	43
Solving flexible job-shop problem considering skilled workers via multi-domain graph attention network	43
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature	43
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities	42
Digitalisation and technological innovation: panaceas for sustainability?	42
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target	42
Financial constraints under carbon emissions trading: a quasi-natural experiment approach	41
A global scheduling approach for cycle time control in complex manufacturing systems	39
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks	39
Maximizing efficiency in low-carbon sustainable supply chain under yield uncertainty and risk-averse flexibility	39
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven	39
Quantifying organisational resilience: an integrated resource efficiency view	39
Anti-conflict AGV path planning in automated container terminals based on multi-agent reinforcement learning	38
Implications of retail media network in an online platform with co-opetitive sellers	38
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping	38
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management	38
A review on reinforcement learning algorithms and applications in supply chain management	38
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure	37
A multi-agent framework for container booking and slot allocation in maritime shipping	37
Artificial neural networks for intelligent cost estimation – a contribution to strategic cost management in the manufacturing supply chain	37
Systematic review of adopting blockchain in supply chain management: bibliometric analysis and theme discussion	36
Optimal stocking policies for inventory systems with uncertain returns	36
An efficient optimisation method based on weighted AND-OR trees for concurrent reconfigurable product design and reconfiguration process planning	36
Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature	36
Contracts for biopharmaceutical manufacturing based on production cost and capabilities	36
Correction Notice	36
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions	36
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming	36
Assessing production fulfillment time risk: application to pandemic-related health equipment	35
Traditional or drop-shipping? channel choice and product quality	35
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning	35
Time to signal distribution of multivariate bayesian control chart with dual sampling scheme	35
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle	35
A formal skill model to enable reconfigurable assembly systems	35
Beyond prototyping: mapping the relative advantages of adopting additive manufacturing for industrial production	35
Due-date assignment scheduling with only mean and support of processing times	35
A methodology for production system design driven by product modelling and analysis – application in the automotive industry	35
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes	35
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study	35
Blockchain technology adoption strategies of a supply chain considering possible product defects	34
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity	34
Single machine scheduling with variable maintenance in the battery manufacturing	34
Towards resilient product-service systems in Industry 5.0: a self-adaptive resilience management framework	34
Simulator for cost analysis of inconsistent and unsolicited in-kind donations: insights and projections from a sustainable perspective	33
Forecasting spare part extractions from returned systems in a closed-loop supply chain	32
Optimising coordination mechanisms for a sustainable ethanol-blended fuel supply chain in India's transportation sector	32
Solving the constrained Single-Row Facility Layout Problem with Integer Linear Programming	32
Turret-index optimisation with mathematical programming and metaheuristic approaches	32
Systematic literature review of repair shops: focus on sustainability	32
Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem	31
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector	31
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter?	31
Travel time model for multiple-deep shuttle-based storage and retrieval systems	31

Deep learning-based energy consumption prediction and anomaly detection of drying system in automotive paint shop	31
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints	31
Methodological approaches and managerial insights in supply chain stress testing	31
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems	31
Serial- and hierarchical-batch scheduling: a systematic review and future research directions	31
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop	30
Financing the retailers with default probabilities: capital constrained supplier vs. bank	30
Digital twin design and analytics for scaling up electric vehicle battery production using robots	30
Optimal N-policy for the maintenance of k-out-of-n systems with dynamic minor repairs considering second-hand component income	30
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective	30
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains	30
The physics of decision approach: a physics-based vision to manage supply chain resilience	30
The risk management of customized product supply chains based on digital twin technology	30
Toward lean industry 5.0: a human-centered model for integrating lean and industry 4.0 in an automotive supplier	29
Trend and seasonality features extraction with pre-trained CNN and recurrence plot	29
An influence modelling and analysis method of reducing carbon emissions for mould forming processes in patternless sand casting	29
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning	29
As an intermediary or a direct financier? An analysis of operations-finance interface strategies in supply chain finance	29
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence	29
AI and emerging technology adoption: a research agenda for operations management	29
A framework and system architecture for value-oriented digital services in data-driven production logistics	29
Enhancing end-of-life product recyclability through modular design and social engineering optimiser	29
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry	29
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework	29
A large language model-based manufacturing process planning approach under industry 5.0	29
Inequality aversion in cooperative advertising in supply chain: an experimental study	28
Responding to epidemic-driven demand: the role of supply channels	28
Digital twin-driven real-time collaborative scheduling for U-shaped automated container terminals	28
Supply chain visibility: A Delphi study on managerial perspectives and priorities	28
Service-level-driven procurement and production lot-sizing problem with demand fulfilment	28
Investigating two variants of the sequence-dependent robotic assembly line balancing problem by means of a split-based approach	28
Effects of adaptive cooperation among heterogeneous manufacturers on supply chain viability under fluctuating demand in post-COVID-19 era: an agent-based simulation	28
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data	28
Optimal production strategies for manufacturer with renewable energy supply fluctuations and financial risk mitigation	28
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder	27
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study	27
Optimising procurement strategies: prioritising procurement cost and supply uncertainty for dual-component sourcing	27
AGV scheduling in automated container terminals considering multi-load strategy and charging requirements	27
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook	27
The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations	26
Sustainable multi-objective scheduling in fabric dyeing: a hybrid TLBO-eEDA approach with redyeing operations and due windows	26
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems	26
Home healthcare network design with sustainability and inventory considerations	26
Scheduling on parallel dedicated machines with job rejection	26
Meta-heuristics for sustainable supply chain management: a review	26
Transportation scheduling for modules used in modular integrated construction	26
Non-conformances in infrastructure engineer-to-order production systems	26
Correction	26
An exact method for machining lines design with equipment selection and line balancing	26
Financing deep-tier suppliers in a pull supply chain under blockchain technology	26
A logistics ratio-optimised inventory routing problem with lateral transhipment using mixed-integer robust fractional programming	25
Optimizing a stochastic disassembly line balancing problem with task failure via a hybrid variable neighborhood descent-artificial bee colony algorithm	25
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment	25
A holistic model for understanding the dynamics of outsourcing	25
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem	25
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability	25
Strategic reliable supply chain network design: determining tradeoffs between cost and risk	25
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem	25
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy	25
A review of explainable artificial intelligence in smart manufacturing	25
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect	24
Distribution network design problem considering warehouse types: framework, model, and algorithm	24
Optimal decisions of power battery production and repurposing rate under different repurposed battery markets and repurposing parties	24
Network flow-based deterministic and stochastic models for the integrated lot-sizing and scheduling problem with sequence-dependent set-up costs	24
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations	24
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets	24
Joint optimisation of product family configuration and supply chain resilience	24
Mixed-model sequencing versus car sequencing: comparison of feasible solution spaces	24
Introducing a managerial decision-support tool for technology adoption in supply chains: a case study in the shipbuilding industry	24
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables	24
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game	24
A rough cut cybersecurity investment using portfolio of security controls with maximum cybersecurity value	24
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods	24
Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets	24
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain	23
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry	23
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis	23
Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path	23
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems	23
Robust capacity planning for sterilisation department of a hospital	23
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
The discrete time break scheduling problem under fatigue and no preemption: solution methods and impact of work regulations	23
On synergistic effects of resilience strategies: developing a layered defense approach	23
Financing an online newsvendor with considering the impact of advertising strategy	23
Data-driven review of blockchain applications in supply chain management: key research themes and future directions	22
A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands	22
Two’s company, three’s a crowd: on the bystander effect and other barriers to collaboration in multi-stage supply chains	22
A hierarchical Bayesian model for payment delay prediction in supply chain financing	22
The asymmetric industry contagion effects of peer behaviours for decisioning trade credit	22
A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products	22
Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning	22
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm	22
A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing	22
A dynamic condition-based maintenance policy for heterogeneous-wearing tools with considering product quality deterioration	22