International Journal of Production Research

Article	Citations
Integrated optimisation of delivery and installation operations in home appliance last-mile logistics	520
Electric vehicle adoption in logistics supply chain	232
Attractiveness factors in retail category space location-allocation problem	231
Function block-enabled operation planning and machine control in Cloud-DPP	214
An overview on human-centred technologies, measurements and optimisation in assembly systems	204
Information sharing and confidentiality: a federated multi-agent reinforcement learning approach for supply chain coordination	195
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	194
A decision support framework on simulation fidelity for transferable and autonomously optimised swarm behaviour	166
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	158
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	151
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	149
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	133
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	128
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	117
Optimal dynamic pricing strategy for non-durable experience goods: the role of consumer AI learning	112
Exploring modularity's effects on process efficiency in single assembly line balancing	110
Αn AI-driven approach to assess sentiments and interpret context in a critical mineral supply chain	110
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	105
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	104
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	102
Multi-period replenishment planning with supplier assignment under a dynamic demand and stochastic lead-times	102
Smart charging with demand response and energy peak shaving for reefer containers with Internet-of-Things	101
Exploring blockchain technologies in sustainable supply chains – unveiling the latent research topics using an AI approach	97
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	94
The paradigm shift of mass customisation research	89

Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	88
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	88
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	86
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	84
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	81
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	79
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	78
Human-centred AI in industry 5.0: a systematic review	78
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	78
Implementation of digital twins in the food supply chain: a review and conceptual framework	77
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	76
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	76
A quantitative approach to resilience in manufacturing systems	74
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	74
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	73
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	71
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	70
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	70
An integrated multi-objective approach to collaborative disassembly line balancing and planning with TAOG-based modelling	68
Improving asset management capabilities: a novel decision support system for maturity assessment	68
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times	68
A fair distribution of expected profit in a supply chain with a risk-averse manufacturer	67
Enabling industrial internet of things-based digital servitization in smart production logistics	67
Complex network-based storage assignment strategy for item communities	66
A concise guide to scheduling with learning and deteriorating effects	65
Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs	65
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions	65
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach	65
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing	65
Minimum order quantity requirements in the presence of supply disruption risk and retail competition	65
The ASSISTANT project: AI for high level decisions in manufacturing	64
Assignment strategy and lane depth in homogeneous multi-deep shuttle-based S/R systems	64
An innovative framework integrating MILP and a parallel optimal algorithm for UAV-Enabled last-Mile delivery	63
Blockchain-enabled horizontal capacity sharing under demand uncertainty	63
Product family formation based on optimal resource sequence for reconfigurable manufacturing system	62
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation	61
A digital twin-based cyber-physical system for resilient short-term equipment leasing	61
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times	59
Sustainability meets service procurement: a case study in the ICT service sector	59
A port-hinterland hub network design method for reefer containers considering time-varying demands and diverse supporting service requirements	58
Stochastic modelling and analysis of a deteriorating serial production–inventory network	57
Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic	56
A three-step approach for decision support in operational production planning of complex manufacturing systems	56
Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach	55
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem	55
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies	54
Digital assets in zero-defect manufacturing: literature review and proposed framework	53
A graph-based approach for integrating massive data in container terminals with application to scheduling problem	52
Blockchain-based digital product passport: design principles and demonstration	52
Hierarchical multi-agent deep reinforcement learning for dynamic flexible job-shop scheduling with transportation	52

The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system	52
Enhancing supply chain flows through blockchain: a comprehensive literature review	51
Identifying profitable reference architectures in an engineer-to-order context	51
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour	51
Using Tobit exponential smoothing to enhance demand planning in the presence of censored data	51
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity	49
Improved formulations of the joint order batching and picker routing problem	49
Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment	48
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems	47
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm	47
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks	47
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies	47
Optimal allocation of fast charging stations for large-scale transportation systems	46
Order processing and buffer assignment in an order picking system with cooperative robots	46
Solving flexible job-shop problem considering skilled workers via multi-domain graph attention network	46
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains	46
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters	45
Digitalisation and technological innovation: panaceas for sustainability?	45
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks	45
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process	45
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management	44
Maximizing efficiency in low-carbon sustainable supply chain under yield uncertainty and risk-averse flexibility	44
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality	44
A mixed-model assembly line sequencing problem with parallel stations and walking workers: a case study in the automotive industry	44
Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature	43
A mathematical model for equitable in-country COVID-19 vaccine allocation	43
Evolutionary game analysis for government regulations in a straw-based bioenergy supply chain	43
The time-window strategy in the online order batching problem	43
Real-time monitoring of high-dimensional autocorrelated categorical data: a dynamic probabilistic tensor decomposition approach	42
Empirical observation and comparison of product portfolio till the complexity crisis and beyond: case study in the cutting tool industry	42
Multi-tier sustainable supply chains management for global sustainability	41
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target	41
Implications of retail media network in an online platform with co-opetitive sellers	40
Overcoming the productivity challenge in product life-extending operations: a multiple-case study of European facilities	40
Financial constraints under carbon emissions trading: a quasi-natural experiment approach	40
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints	40
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective	40
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure	39
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities	39
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping	39
Single order versus batch order-picking and Warehousing 5.0: analysing the role of human factor with neuroscience-based assessment of cognitive load	38
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature	38
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions	38
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop	38
Systematic review of adopting blockchain in supply chain management: bibliometric analysis and theme discussion	38
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven	38
A multi-agent framework for container booking and slot allocation in maritime shipping	37
Optimal stocking policies for inventory systems with uncertain returns	37
Quantifying organisational resilience: an integrated resource efficiency view	37
Correction Notice	37
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches	37
A review on reinforcement learning algorithms and applications in supply chain management	37
Due-date assignment scheduling with only mean and support of processing times	36
A methodology for production system design driven by product modelling and analysis – application in the automotive industry	36
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming	36
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle	36
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity	35
Traditional or drop-shipping? channel choice and product quality	35
Beyond prototyping: mapping the relative advantages of adopting additive manufacturing for industrial production	35
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter?	35
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes	35
The physics of decision approach: a physics-based vision to manage supply chain resilience	34
Deep learning-based energy consumption prediction and anomaly detection of drying system in automotive paint shop	34
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning	34
Simulator for cost analysis of inconsistent and unsolicited in-kind donations: insights and projections from a sustainable perspective	34
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints	34
An influence modelling and analysis method of reducing carbon emissions for mould forming processes in patternless sand casting	33
Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem	33
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective	33
Towards resilient product-service systems in Industry 5.0: a self-adaptive resilience management framework	33
Enhancing end-of-life product recyclability through modular design and social engineering optimiser	33
Blockchain innovations for addressing pharmaceutical counterfeit in the global supply chain: a PLS–ANN approach	33
Forecasting spare part extractions from returned systems in a closed-loop supply chain	32
Financing the retailers with default probabilities: capital constrained supplier vs. bank	32
A framework and system architecture for value-oriented digital services in data-driven production logistics	32
Optimising coordination mechanisms for a sustainable ethanol-blended fuel supply chain in India's transportation sector	32
Trend and seasonality features extraction with pre-trained CNN and recurrence plot	32
Serial- and hierarchical-batch scheduling: a systematic review and future research directions	32
Single machine scheduling with variable maintenance in the battery manufacturing	32
A formal skill model to enable reconfigurable assembly systems	31

Blockchain technology adoption strategies of a supply chain considering possible product defects	31
The risk management of customized product supply chains based on digital twin technology	31
As an intermediary or a direct financier? An analysis of operations-finance interface strategies in supply chain finance	31
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study	31
Methodological approaches and managerial insights in supply chain stress testing	31
Optimal N-policy for the maintenance of k-out-of-n systems with dynamic minor repairs considering second-hand component income	31
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains	30
Travel time model for multiple-deep shuttle-based storage and retrieval systems	30
Supply chain visibility: A Delphi study on managerial perspectives and priorities	30
Digital twin design and analytics for scaling up electric vehicle battery production using robots	30
How a platform's private label interacts with a manufacturer's financing strategy	30
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence	30
Effects of adaptive cooperation among heterogeneous manufacturers on supply chain viability under fluctuating demand in post-COVID-19 era: an agent-based simulation	30
Turret-index optimisation with mathematical programming and metaheuristic approaches	30
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems	30
Contracts for biopharmaceutical manufacturing based on production cost and capabilities	30
Solving the constrained Single-Row Facility Layout Problem with Integer Linear Programming	30
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework	29
Assessing production fulfillment time risk: application to pandemic-related health equipment	29
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning	29
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector	29
Toward lean industry 5.0: a human-centered model for integrating lean and industry 4.0 in an automotive supplier	29
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop	29
A large language model-based manufacturing process planning approach under industry 5.0	29
AI and emerging technology adoption: a research agenda for operations management	29
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry	29
Non-conformances in infrastructure engineer-to-order production systems	28
A holistic model for understanding the dynamics of outsourcing	28
Responding to epidemic-driven demand: the role of supply channels	28
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder	28
Service-level-driven procurement and production lot-sizing problem with demand fulfilment	28
Digital twin-driven design and application paradigm for assembly accuracy performance prototype	28
Sustainable multi-objective scheduling in fabric dyeing: a hybrid TLBO-eEDA approach with redyeing operations and due windows	28
Correction	28
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem	27
A logistics ratio-optimised inventory routing problem with lateral transhipment using mixed-integer robust fractional programming	27
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations	27
Digital twin-driven real-time collaborative scheduling for U-shaped automated container terminals	27
Transportation scheduling for modules used in modular integrated construction	27
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems	27
Optimising procurement strategies: prioritising procurement cost and supply uncertainty for dual-component sourcing	27
A review of explainable artificial intelligence in smart manufacturing	27
AGV scheduling in automated container terminals considering multi-load strategy and charging requirements	26
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game	26
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables	26
Financing deep-tier suppliers in a pull supply chain under blockchain technology	26
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data	26
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment	26
Uncertainty-aware physics-data fusion for RUL prediction for manufacturing tools	26
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook	26
Optimal production strategies for manufacturer with renewable energy supply fluctuations and financial risk mitigation	26
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy	26
Distribution network design problem considering warehouse types: framework, model, and algorithm	26
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study	26
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect	25
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem	25
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets	25
The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations	24
Investigating two variants of the sequence-dependent robotic assembly line balancing problem by means of a split-based approach	24
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability	24
An exact method for machining lines design with equipment selection and line balancing	24
Joint optimisation of product family configuration and supply chain resilience	24
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods	24
Home healthcare network design with sustainability and inventory considerations	24
Meta-heuristics for sustainable supply chain management: a review	24
Scheduling on parallel dedicated machines with job rejection	24
Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path	24
Optimizing a stochastic disassembly line balancing problem with task failure via a hybrid variable neighborhood descent-artificial bee colony algorithm	24
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain	23
The discrete time break scheduling problem under fatigue and no preemption: solution methods and impact of work regulations	23
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems	23
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry	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 asymmetric industry contagion effects of peer behaviours for decisioning trade credit	23
The interplay between carbon regulations and green technology innovation: a comparative analysis	22
Pricing and emission reduction strategies: competition between carbon capture, utilization, and storage and autonomous emission reduction technologies	22
Condition-Based maintenance for a multi-state weighted k -out-of- n : G system considering stochastic depe	22
A novel resilient scheduling method based on multi-agent system for flexible job shops	22
Metaevaluation: a comprehensive evaluation of health indicator on real options-based maintenance scheduling and health prognostics of bearing degradation	22
A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing	22
Carbon trade finance: a perspective of supply chain management	22
Network flow-based deterministic and stochastic models for the integrated lot-sizing and scheduling problem with sequence-dependent set-up costs	21
When is the supply chain resilient? Customer and operational perspectives	21
Introducing a managerial decision-support tool for technology adoption in supply chains: a case study in the shipbuilding industry	21
A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands	21
Two’s company, three’s a crowd: on the bystander effect and other barriers to collaboration in multi-stage supply chains	21
Real-time AGV scheduling optimisation method with deep reinforcement learning for energy-efficiency in the container terminal yard	20
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis	20
Optimal decisions of power battery production and repurposing rate under different repurposed battery markets and repurposing parties	20
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm	20
Data-driven review of blockchain applications in supply chain management: key research themes and future directions	20
An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing	20
Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets	20
Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.0	20
Assessing perceived assembly complexity in human-robot collaboration processes: a proposal based on Thurstone’s law of comparative judgement	20