International Journal of Production Research

Article	Citations
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	335
An overview on human-centred technologies, measurements and optimisation in assembly systems	335
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	201
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	180
Attractiveness factors in retail category space location-allocation problem	166
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	165
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach	144
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	143
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	143
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	143
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	139
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	128
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	122
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	120
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	117
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	101
CONWIP Redux: reflections on 30 years of development and implementation	101
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	98
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	91
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	91
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	85
Human-centred AI in industry 5.0: a systematic review	85
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	85
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	83
Assessing the sustainability of cloud computing service providers for Industry 4.0: a state-of-the-art analytical approach	83

Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	81
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	81
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	81
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	80
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	79
Implementation of digital twins in the food supply chain: a review and conceptual framework	77
The paradigm shift of mass customisation research	77
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	77
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision	77
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	75
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review	75
A multisource domain adaptation method for quality prediction in small-batch production systems	73
A quantitative approach to resilience in manufacturing systems	72
Function block-enabled operation planning and machine control in Cloud-DPP	72
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines	71
Product family formation based on optimal resource sequence for reconfigurable manufacturing system	71
Stochastic modelling and analysis of a deteriorating serial production–inventory network	70
Identifying profitable reference architectures in an engineer-to-order context	70
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity	70
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem	69
Dynamic scheduling in make-to-stock production systems with setup times and random breakdowns: performance analysis and improved policies	68
Improved formulations of the joint order batching and picker routing problem	67
The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system	66
Blockchain-based digital product passport: design principles and demonstration	66
Manufacturing strategy in multi-plant networks – a multi-case study on decision-making authority, network capabilities and competitive advantages	65
A joint production-workforce-delivery stochastic planning problem for perishable items	64
Performance analysis of clustering methods for balanced multi-robot task allocations	64
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm	64
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times	64
Enhancing supply chain flows through blockchain: a comprehensive literature review	64
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour	62
Enabling industrial internet of things-based digital servitization in smart production logistics	62
Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs	61
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies	61
Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach	61
A concise guide to scheduling with learning and deteriorating effects	60
The evolution of production scheduling from Industry 3.0 through Industry 4.0	58
Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment	57
A contract portfolio perspective on the role of customer order lead times in demand fulfilment processes with supply shortage	56
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing	56
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies	56
Sustainability meets service procurement: a case study in the ICT service sector	56
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times	55
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach	55
A three-step approach for decision support in operational production planning of complex manufacturing systems	55
Minimum order quantity requirements in the presence of supply disruption risk and retail competition	55
A graph-based approach for integrating massive data in container terminals with application to scheduling problem	55
Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic	54
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation	54
The ASSISTANT project: AI for high level decisions in manufacturing	54

Multi-tier sustainable supply chains management for global sustainability	53
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions	53
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems	52
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities	52
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target	52
Industry Commons: an ecosystem approach to horizontal enablers for sustainable cross-domain industrial innovation (a positioning paper)	52
Backroom effect on perishable inventory management with IoT information	52
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature	52
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure	52
Evolutionary game analysis for government regulations in a straw-based bioenergy supply chain	50
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks	49
Financial constraints under carbon emissions trading: a quasi-natural experiment approach	49
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions	48
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop	48
Application research of a new neighbourhood structure with adaptive genetic algorithm for job shop scheduling problem	47
Systematic review of adopting blockchain in supply chain management: bibliometric analysis and theme discussion	47
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches	47
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective	47
The time-window strategy in the online order batching problem	47
A review on reinforcement learning algorithms and applications in supply chain management	46
Digitalisation and technological innovation: panaceas for sustainability?	46
Artificial neural networks for intelligent cost estimation – a contribution to strategic cost management in the manufacturing supply chain	44
A mixed-model assembly line sequencing problem with parallel stations and walking workers: a case study in the automotive industry	44
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process	44
The impact of parts obsolescence on contracts for durable goods with after-sales service	44
Optimal allocation of fast charging stations for large-scale transportation systems	44
A mathematical model for equitable in-country COVID-19 vaccine allocation	44
Quantifying organisational resilience: an integrated resource efficiency view	44
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks	43
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints	42
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven	42
A global scheduling approach for cycle time control in complex manufacturing systems	42
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping	42
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains	41
How to think about planned lead times	41
Anti-conflict AGV path planning in automated container terminals based on multi-agent reinforcement learning	41
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality	41
Modelling driver's reactive strategies in e-hailing platforms: an agent-based simulation model and an approximate analytical model	41
Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature	41
Performance analysis and optimisation of stochastic flow lines with limited material supply	41
Optimal stocking policies for inventory systems with uncertain returns	40
Correction Notice	40
A multi-agent framework for container booking and slot allocation in maritime shipping	40
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters	40
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management	40
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes	40
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning	39
Serial- and hierarchical-batch scheduling: a systematic review and future research directions	39
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle	39
Forecasting spare part extractions from returned systems in a closed-loop supply chain	39
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains	39
Assessing production fulfillment time risk: application to pandemic-related health equipment	39
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter?	38
Turret-index optimisation with mathematical programming and metaheuristic approaches	38
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming	38
A methodology for production system design driven by product modelling and analysis – application in the automotive industry	37
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study	37
Financing the retailers with default probabilities: capital constrained supplier vs. bank	37
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective	37
An efficient optimisation method based on weighted AND-OR trees for concurrent reconfigurable product design and reconfiguration process planning	36
Optimal N-policy for the maintenance of k-out-of-n systems with dynamic minor repairs considering second-hand component income	36
Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem	36
Time to signal distribution of multivariate bayesian control chart with dual sampling scheme	35
Blockchain technology adoption strategies of a supply chain considering possible product defects	34
Systematic literature review of repair shops: focus on sustainability	34
Due-date assignment scheduling with only mean and support of processing times	34
Contracts for biopharmaceutical manufacturing based on production cost and capabilities	34
Solving the constrained Single-Row Facility Layout Problem with Integer Linear Programming	34
A framework and system architecture for value-oriented digital services in data-driven production logistics	34
A formal skill model to enable reconfigurable assembly systems	33
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity	33
A large language model-based manufacturing process planning approach under industry 5.0	33
The impact of platform restriction on manufacturer quality transparency in the blockchain era	33
Adoption of symbolic versus substantive sustainability practices by lower-tier suppliers: a behavioural view	33
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop	33
Enhancing end-of-life product recyclability through modular design and social engineering optimiser	33
Traditional or drop-shipping? channel choice and product quality	33
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems	32
Supply chain visibility: A Delphi study on managerial perspectives and priorities	32
Trend and seasonality features extraction with pre-trained CNN and recurrence plot	32

AI and emerging technology adoption: a research agenda for operations management	32
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning	32
An influence modelling and analysis method of reducing carbon emissions for mould forming processes in patternless sand casting	32
Travel time model for multiple-deep shuttle-based storage and retrieval systems	31
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence	31
Digital twin design and analytics for scaling up electric vehicle battery production using robots	31
The physics of decision approach: a physics-based vision to manage supply chain resilience	31
Effects of adaptive cooperation among heterogeneous manufacturers on supply chain viability under fluctuating demand in post-COVID-19 era: an agent-based simulation	31
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry	30
Service-level-driven procurement and production lot-sizing problem with demand fulfilment	30
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector	30
Critical success factors influencing artificial intelligence adoption in food supply chains	30
Inequality aversion in cooperative advertising in supply chain: an experimental study	30
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints	30
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework	30
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem	30
Responding to epidemic-driven demand: the role of supply channels	29
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder	29
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem	29
Strategic reliable supply chain network design: determining tradeoffs between cost and risk	29
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect	29
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game	28
Robotic mobile fulfillment systems: a mathematical modelling framework for e-commerce applications	28
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables	28
A rough cut cybersecurity investment using portfolio of security controls with maximum cybersecurity value	28
Transportation scheduling for modules used in modular integrated construction	28
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data	28
Joint optimisation of product family configuration and supply chain resilience	28
The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations	28
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations	27
Optimizing a stochastic disassembly line balancing problem with task failure via a hybrid variable neighborhood descent-artificial bee colony algorithm	27
An exact method for machining lines design with equipment selection and line balancing	27
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study	27
Technologies and applications of Industry 4.0: insights from network analytics	27
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook	27
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets	27
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy	27
Investigating two variants of the sequence-dependent robotic assembly line balancing problem by means of a split-based approach	27
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability	27
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems	26
A holistic model for understanding the dynamics of outsourcing	26
Scheduling on parallel dedicated machines with job rejection	26
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment	26
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems	26
Meta-heuristics for sustainable supply chain management: a review	26
Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets	25
Robust capacity planning for sterilisation department of a hospital	25
The discrete time break scheduling problem under fatigue and no preemption: solution methods and impact of work regulations	25
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry	25
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain	25
An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing	25
Data-driven review of blockchain applications in supply chain management: key research themes and future directions	24
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis	24
A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands	24
Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning	24
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods	24
A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing	24
Data-driven operations and supply chain management: established research clusters from 2000 to early 2020	24
A decision-making method for assembly sequence planning with dynamic resources	24
An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing	24
Financing an online newsvendor with considering the impact of advertising strategy	24
Scheduling algorithms for multi-stage flow shops with reworks under overlapped queue time limits	24
A novel resilient scheduling method based on multi-agent system for flexible job shops	24
Decentralised collaborative job reassignments in additive manufacturing	24
Dual-channel competition: the role of quality improvement and price-matching	24
A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products	24
Supporting a capital-constrained supplier with mixed pre-shipment financing facilities	24
Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path	24
Mixed-model sequencing versus car sequencing: comparison of feasible solution spaces	24
On synergistic effects of resilience strategies: developing a layered defense approach	24
When is the supply chain resilient? Customer and operational perspectives	23
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm	23
Monitoring aggregate warranty claims with dynamically designed CUSUM and EWMA charts	23
Assessing perceived assembly complexity in human-robot collaboration processes: a proposal based on Thurstone’s law of comparative judgement	23
A dynamic condition-based maintenance policy for heterogeneous-wearing tools with considering product quality deterioration	23
Reviewing and conceptualising the role of 4.0 technologies for sustainable warehousing	23
Network-based integer programming models for flexible process planning	23
Real-time AGV scheduling optimisation method with deep reinforcement learning for energy-efficiency in the container terminal yard	23
Exploring the role of artificial intelligence in building production resilience: learnings from the COVID-19 pandemic	23
A capacitated lot-sizing problem in the industrial fashion sector under uncertainty: a conditional value-at-risk framework	23
Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.0	23
IoT-enabled delivery time guarantee in logistics outsourcing and efficiency improvement	22
Collaborative management of the energy-water-carbon footprint: analysing the spatial network characteristics	22
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process	22
Editorial board contributions celebrating the 60th anniversary of IJPR: parts 1 and 2	22
A general tool-based multi-product model for high-mixed production in semiconductor manufacturing	22
Defect detection in impeller parts utilising local geometric feature analysis	22
Linking plant roles and operations strategy decision-making autonomy in international manufacturing networks	22
Two-stage electricity production scheduling with energy storage and dynamic emission modelling	22
Production systems with cycle overrun: modelling, analysis, improvability and bottlenecks	22
The impact of contract types on carbon-capped food supply chains: options versus wholesale	22
Theory of AI-driven scheduling (TAIS): a service-oriented scheduling framework by integrating theory of constraints and AI	21
Assigning rest times to workers in assembly lines with ergonomically hazardous tasks: an approach to defend companies’ profitability	21
An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning	21
Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective	21