International Journal of Production Research

Article	Citations
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	450
A multisource domain adaptation method for quality prediction in small-batch production systems	231
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	215
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	199
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	197
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	189
The paradigm shift of mass customisation research	179
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	173
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach	164
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review	158
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	145
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	139
A quantitative approach to resilience in manufacturing systems	123
Attractiveness factors in retail category space location-allocation problem	121
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	118
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	117
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	115
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	109
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	107
Function block-enabled operation planning and machine control in Cloud-DPP	106
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	102
Smart charging with demand response and energy peak shaving for reefer containers with Internet-of-Things	100
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	100
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	99
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	96

Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	95
Exploring blockchain technologies in sustainable supply chains – unveiling the latent research topics using an AI approach	94
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	94
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	91
Optimal dynamic pricing strategy for non-durable experience goods: the role of consumer AI learning	91
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines	89
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	87
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	84
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	83
Exploring modularity's effects on process efficiency in single assembly line balancing	82
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	81
Αn AI-driven approach to assess sentiments and interpret context in a critical mineral supply chain	81
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision	80
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	79
Human-centred AI in industry 5.0: a systematic review	78
Implementation of digital twins in the food supply chain: a review and conceptual framework	77
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	77
Product family formation based on optimal resource sequence for reconfigurable manufacturing system	71
Hierarchical multi-agent deep reinforcement learning for dynamic flexible job-shop scheduling with transportation	71
An overview on human-centred technologies, measurements and optimisation in assembly systems	71
A digital twin-based cyber-physical system for resilient short-term equipment leasing	70
Blockchain-based digital product passport: design principles and demonstration	69
Complex network-based storage assignment strategy for item communities	69
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies	69
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times	68
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies	68
An innovative framework integrating MILP and a parallel optimal algorithm for UAV-Enabled last-Mile delivery	67
Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment	65
A graph-based approach for integrating massive data in container terminals with application to scheduling problem	65
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times	65
Sustainability meets service procurement: a case study in the ICT service sector	64
A three-step approach for decision support in operational production planning of complex manufacturing systems	64
Stochastic modelling and analysis of a deteriorating serial production–inventory network	63
Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic	62
Minimum order quantity requirements in the presence of supply disruption risk and retail competition	62
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem	62
A port-hinterland hub network design method for reefer containers considering time-varying demands and diverse supporting service requirements	62
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing	62
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation	62
Improving asset management capabilities: a novel decision support system for maturity assessment	62
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity	61
Enabling industrial internet of things-based digital servitization in smart production logistics	60
A fair distribution of expected profit in a supply chain with a risk-averse manufacturer	60
A concise guide to scheduling with learning and deteriorating effects	59
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach	59
The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system	59
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm	57
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions	57
The ASSISTANT project: AI for high level decisions in manufacturing	56
A joint production-workforce-delivery stochastic planning problem for perishable items	56

Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach	56
Identifying profitable reference architectures in an engineer-to-order context	56
Enhancing supply chain flows through blockchain: a comprehensive literature review	56
Assignment strategy and lane depth in homogeneous multi-deep shuttle-based S/R systems	54
Blockchain-enabled horizontal capacity sharing under demand uncertainty	54
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour	54
Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs	53
Improved formulations of the joint order batching and picker routing problem	53
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints	51
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks	51
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks	50
The time-window strategy in the online order batching problem	50
How to think about planned lead times	50
Overcoming the productivity challenge in product life-extending operations: a multiple-case study of European facilities	49
Modelling driver's reactive strategies in e-hailing platforms: an agent-based simulation model and an approximate analytical model	49
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality	49
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains	49
Optimal allocation of fast charging stations for large-scale transportation systems	48
Financial constraints under carbon emissions trading: a quasi-natural experiment approach	47
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping	47
Backroom effect on perishable inventory management with IoT information	47
Multi-tier sustainable supply chains management for global sustainability	46
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven	46
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure	44
Industry Commons: an ecosystem approach to horizontal enablers for sustainable cross-domain industrial innovation (a positioning paper)	44
Artificial neural networks for intelligent cost estimation – a contribution to strategic cost management in the manufacturing supply chain	43
Quantifying organisational resilience: an integrated resource efficiency view	43
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature	43
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters	43
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems	43
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process	42
Application research of a new neighbourhood structure with adaptive genetic algorithm for job shop scheduling problem	42
Order processing and buffer assignment in an order picking system with cooperative robots	42
A mixed-model assembly line sequencing problem with parallel stations and walking workers: a case study in the automotive industry	42
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities	42
Evolutionary game analysis for government regulations in a straw-based bioenergy supply chain	41
A mathematical model for equitable in-country COVID-19 vaccine allocation	41
Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature	40
A global scheduling approach for cycle time control in complex manufacturing systems	40
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop	39
A multi-agent framework for container booking and slot allocation in maritime shipping	39
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management	39
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches	39
Anti-conflict AGV path planning in automated container terminals based on multi-agent reinforcement learning	38
Maximizing efficiency in low-carbon sustainable supply chain under yield uncertainty and risk-averse flexibility	38
Digitalisation and technological innovation: panaceas for sustainability?	38
Real-time monitoring of high-dimensional autocorrelated categorical data: a dynamic probabilistic tensor decomposition approach	37
A review on reinforcement learning algorithms and applications in supply chain management	37
Solving flexible job-shop problem considering skilled workers via multi-domain graph attention network	37
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions	37
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target	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
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective	36
Due-date assignment scheduling with only mean and support of processing times	35
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming	35
A framework and system architecture for value-oriented digital services in data-driven production logistics	35
Time to signal distribution of multivariate bayesian control chart with dual sampling scheme	35
Correction Notice	35
Contracts for biopharmaceutical manufacturing based on production cost and capabilities	35
An efficient optimisation method based on weighted AND-OR trees for concurrent reconfigurable product design and reconfiguration process planning	35
An influence modelling and analysis method of reducing carbon emissions for mould forming processes in patternless sand casting	34
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes	34
Toward lean industry 5.0: a human-centered model for integrating lean and industry 4.0 in an automotive supplier	34
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study	34
Financing the retailers with default probabilities: capital constrained supplier vs. bank	34
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning	34
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter?	33
AI and emerging technology adoption: a research agenda for operations management	33
The risk management of customized product supply chains based on digital twin technology	33
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning	33
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints	33
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework	33
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle	32
Assessing production fulfillment time risk: application to pandemic-related health equipment	32
Serial- and hierarchical-batch scheduling: a systematic review and future research directions	32
A methodology for production system design driven by product modelling and analysis – application in the automotive industry	32
Trend and seasonality features extraction with pre-trained CNN and recurrence plot	32
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity	32
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains	31

Systematic literature review of repair shops: focus on sustainability	31
As an intermediary or a direct financier? An analysis of operations-finance interface strategies in supply chain finance	31
Simulator for cost analysis of inconsistent and unsolicited in-kind donations: insights and projections from a sustainable perspective	31
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry	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
Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem	31
Solving the constrained Single-Row Facility Layout Problem with Integer Linear Programming	31
Optimising coordination mechanisms for a sustainable ethanol-blended fuel supply chain in India's transportation sector	31
Towards resilient product-service systems in Industry 5.0: a self-adaptive resilience management framework	31
Single machine scheduling with variable maintenance in the battery manufacturing	31
Travel time model for multiple-deep shuttle-based storage and retrieval systems	30
Traditional or drop-shipping? channel choice and product quality	30
A large language model-based manufacturing process planning approach under industry 5.0	30
Supply chain visibility: A Delphi study on managerial perspectives and priorities	30
Turret-index optimisation with mathematical programming and metaheuristic approaches	30
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop	30
Enhancing end-of-life product recyclability through modular design and social engineering optimiser	30
A formal skill model to enable reconfigurable assembly systems	30
Beyond prototyping: mapping the relative advantages of adopting additive manufacturing for industrial production	30
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems	30
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective	30
Digital twin design and analytics for scaling up electric vehicle battery production using robots	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
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence	29
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector	29
Service-level-driven procurement and production lot-sizing problem with demand fulfilment	29
The physics of decision approach: a physics-based vision to manage supply chain resilience	29
Optimal N-policy for the maintenance of k-out-of-n systems with dynamic minor repairs considering second-hand component income	29
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy	28
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment	28
Transportation scheduling for modules used in modular integrated construction	28
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems	28
Inequality aversion in cooperative advertising in supply chain: an experimental study	28
A holistic model for understanding the dynamics of outsourcing	28
Scheduling on parallel dedicated machines with job rejection	28
Responding to epidemic-driven demand: the role of supply channels	28
A logistics ratio-optimised inventory routing problem with lateral transhipment using mixed-integer robust fractional programming	28
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study	28
A review of explainable artificial intelligence in smart manufacturing	27
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations	27
Home healthcare network design with sustainability and inventory considerations	27
Financing deep-tier suppliers in a pull supply chain under blockchain technology	27
Joint optimisation of product family configuration and supply chain resilience	27
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem	27
Optimising procurement strategies: prioritising procurement cost and supply uncertainty for dual-component sourcing	27
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data	26
Correction	26
Optimizing a stochastic disassembly line balancing problem with task failure via a hybrid variable neighborhood descent-artificial bee colony algorithm	26
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder	26
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
Non-conformances in infrastructure engineer-to-order production systems	26
Investigating two variants of the sequence-dependent robotic assembly line balancing problem by means of a split-based approach	26
A rough cut cybersecurity investment using portfolio of security controls with maximum cybersecurity value	25
Optimal production strategies for manufacturer with renewable energy supply fluctuations and financial risk mitigation	25
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets	25
Meta-heuristics for sustainable supply chain management: a review	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
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook	25
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect	25
AGV scheduling in automated container terminals considering multi-load strategy and charging requirements	25
An exact method for machining lines design with equipment selection and line balancing	25
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables	25
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game	25
Network flow-based deterministic and stochastic models for the integrated lot-sizing and scheduling problem with sequence-dependent set-up costs	24
A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands	24
Scheduling algorithms for multi-stage flow shops with reworks under overlapped queue time limits	24
Data-driven review of blockchain applications in supply chain management: key research themes and future directions	24
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability	24
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm	24
A dynamic condition-based maintenance policy for heterogeneous-wearing tools with considering product quality deterioration	24
Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning	23
The interplay between carbon regulations and green technology innovation: a comparative analysis	23
Pricing and emission reduction strategies: competition between carbon capture, utilization, and storage and autonomous emission reduction technologies	23
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry	23
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods	23
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain	23
Optimal decisions of power battery production and repurposing rate under different repurposed battery markets and repurposing parties	23
The discrete time break scheduling problem under fatigue and no preemption: solution methods and impact of work regulations	23
An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing	23
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems	23
Financing an online newsvendor with considering the impact of advertising strategy	23
Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets	23
Introducing a managerial decision-support tool for technology adoption in supply chains: a case study in the shipbuilding industry	22
On synergistic effects of resilience strategies: developing a layered defense approach	22
Real-time AGV scheduling optimisation method with deep reinforcement learning for energy-efficiency in the container terminal yard	22
Assessing perceived assembly complexity in human-robot collaboration processes: a proposal based on Thurstone’s law of comparative judgement	22
An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing	22
Exploring the role of artificial intelligence in building production resilience: learnings from the COVID-19 pandemic	22
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis	22
Supporting a capital-constrained supplier with mixed pre-shipment financing facilities	22
Should firms invest in demand forecasting? Benefits of improving forecasting accuracy on order smoothing, dual-sourcing and multi-stage supply chain problems	22
When is the supply chain resilient? Customer and operational perspectives	22