International Journal of Production Research

Papers
(The TQCC of International Journal of Production Research is 14. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Rolling horizon policies for multi-stage stochastic assemble-to-order problems335
An overview on human-centred technologies, measurements and optimisation in assembly systems335
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations201
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study180
Attractiveness factors in retail category space location-allocation problem166
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns165
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach144
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0143
Supply chain cybersecurity investments with interdependent risks under different information exchange modes143
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell143
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain139
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed128
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0122
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies120
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex117
CONWIP Redux: reflections on 30 years of development and implementation101
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation101
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation98
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future91
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption91
Human-centred AI in industry 5.0: a systematic review85
IoT-based milk-run routing for manufacturing system: an application case in an automotive company85
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach85
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data83
Assessing the sustainability of cloud computing service providers for Industry 4.0: a state-of-the-art analytical approach83
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles81
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective81
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms81
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem80
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling79
Implementation of digital twins in the food supply chain: a review and conceptual framework77
The paradigm shift of mass customisation research77
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer77
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision77
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation75
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review75
A multisource domain adaptation method for quality prediction in small-batch production systems73
A quantitative approach to resilience in manufacturing systems72
Function block-enabled operation planning and machine control in Cloud-DPP72
Product family formation based on optimal resource sequence for reconfigurable manufacturing system71
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines71
Identifying profitable reference architectures in an engineer-to-order context70
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity70
Stochastic modelling and analysis of a deteriorating serial production–inventory network70
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem69
Dynamic scheduling in make-to-stock production systems with setup times and random breakdowns: performance analysis and improved policies68
Improved formulations of the joint order batching and picker routing problem67
Blockchain-based digital product passport: design principles and demonstration66
The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system66
Manufacturing strategy in multi-plant networks – a multi-case study on decision-making authority, network capabilities and competitive advantages65
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm64
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times64
Enhancing supply chain flows through blockchain: a comprehensive literature review64
A joint production-workforce-delivery stochastic planning problem for perishable items64
Performance analysis of clustering methods for balanced multi-robot task allocations64
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour62
Enabling industrial internet of things-based digital servitization in smart production logistics62
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies61
Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach61
Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs61
A concise guide to scheduling with learning and deteriorating effects60
The evolution of production scheduling from Industry 3.0 through Industry 4.058
Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment57
A contract portfolio perspective on the role of customer order lead times in demand fulfilment processes with supply shortage56
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing56
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies56
Sustainability meets service procurement: a case study in the ICT service sector56
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach55
A three-step approach for decision support in operational production planning of complex manufacturing systems55
Minimum order quantity requirements in the presence of supply disruption risk and retail competition55
A graph-based approach for integrating massive data in container terminals with application to scheduling problem55
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times55
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation54
The ASSISTANT project: AI for high level decisions in manufacturing54
Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic54
Multi-tier sustainable supply chains management for global sustainability53
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions53
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 information52
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature52
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure52
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems52
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities52
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target52
Evolutionary game analysis for government regulations in a straw-based bioenergy supply chain50
Financial constraints under carbon emissions trading: a quasi-natural experiment approach49
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks49
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop48
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions48
Application research of a new neighbourhood structure with adaptive genetic algorithm for job shop scheduling problem47
Systematic review of adopting blockchain in supply chain management: bibliometric analysis and theme discussion47
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches47
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective47
The time-window strategy in the online order batching problem47
A review on reinforcement learning algorithms and applications in supply chain management46
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 chain44
A mixed-model assembly line sequencing problem with parallel stations and walking workers: a case study in the automotive industry44
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process44
The impact of parts obsolescence on contracts for durable goods with after-sales service44
Optimal allocation of fast charging stations for large-scale transportation systems44
A mathematical model for equitable in-country COVID-19 vaccine allocation44
Quantifying organisational resilience: an integrated resource efficiency view44
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks43
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping42
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints42
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven42
A global scheduling approach for cycle time control in complex manufacturing systems42
Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature41
Performance analysis and optimisation of stochastic flow lines with limited material supply41
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains41
How to think about planned lead times41
Anti-conflict AGV path planning in automated container terminals based on multi-agent reinforcement learning41
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality41
Modelling driver's reactive strategies in e-hailing platforms: an agent-based simulation model and an approximate analytical model41
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes40
Optimal stocking policies for inventory systems with uncertain returns40
Correction Notice40
A multi-agent framework for container booking and slot allocation in maritime shipping40
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters40
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management40
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning39
Serial- and hierarchical-batch scheduling: a systematic review and future research directions39
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle39
Forecasting spare part extractions from returned systems in a closed-loop supply chain39
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains39
Assessing production fulfillment time risk: application to pandemic-related health equipment39
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 approaches38
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming38
A methodology for production system design driven by product modelling and analysis – application in the automotive industry37
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study37
Financing the retailers with default probabilities: capital constrained supplier vs. bank37
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective37
An efficient optimisation method based on weighted AND-OR trees for concurrent reconfigurable product design and reconfiguration process planning36
Optimal N-policy for the maintenance of k-out-of-n systems with dynamic minor repairs considering second-hand component income36
Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem36
Time to signal distribution of multivariate bayesian control chart with dual sampling scheme35
Solving the constrained Single-Row Facility Layout Problem with Integer Linear Programming34
A framework and system architecture for value-oriented digital services in data-driven production logistics34
Blockchain technology adoption strategies of a supply chain considering possible product defects34
Systematic literature review of repair shops: focus on sustainability34
Due-date assignment scheduling with only mean and support of processing times34
Contracts for biopharmaceutical manufacturing based on production cost and capabilities34
Enhancing end-of-life product recyclability through modular design and social engineering optimiser33
Traditional or drop-shipping? channel choice and product quality33
A formal skill model to enable reconfigurable assembly systems33
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity33
A large language model-based manufacturing process planning approach under industry 5.033
The impact of platform restriction on manufacturer quality transparency in the blockchain era33
Adoption of symbolic versus substantive sustainability practices by lower-tier suppliers: a behavioural view33
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop33
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems32
Supply chain visibility: A Delphi study on managerial perspectives and priorities32
Trend and seasonality features extraction with pre-trained CNN and recurrence plot32
AI and emerging technology adoption: a research agenda for operations management32
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning32
An influence modelling and analysis method of reducing carbon emissions for mould forming processes in patternless sand casting32
Travel time model for multiple-deep shuttle-based storage and retrieval systems31
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence31
Digital twin design and analytics for scaling up electric vehicle battery production using robots31
The physics of decision approach: a physics-based vision to manage supply chain resilience31
Effects of adaptive cooperation among heterogeneous manufacturers on supply chain viability under fluctuating demand in post-COVID-19 era: an agent-based simulation31
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry30
Service-level-driven procurement and production lot-sizing problem with demand fulfilment30
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector30
Critical success factors influencing artificial intelligence adoption in food supply chains30
Inequality aversion in cooperative advertising in supply chain: an experimental study30
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints30
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework30
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem30
Strategic reliable supply chain network design: determining tradeoffs between cost and risk29
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect29
Responding to epidemic-driven demand: the role of supply channels29
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder29
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem29
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game28
Robotic mobile fulfillment systems: a mathematical modelling framework for e-commerce applications28
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables28
A rough cut cybersecurity investment using portfolio of security controls with maximum cybersecurity value28
Transportation scheduling for modules used in modular integrated construction28
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data28
Joint optimisation of product family configuration and supply chain resilience28
The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations28
Investigating two variants of the sequence-dependent robotic assembly line balancing problem by means of a split-based approach27
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability27
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations27
Optimizing a stochastic disassembly line balancing problem with task failure via a hybrid variable neighborhood descent-artificial bee colony algorithm27
An exact method for machining lines design with equipment selection and line balancing27
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study27
Technologies and applications of Industry 4.0: insights from network analytics27
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook27
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets27
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy27
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems26
A holistic model for understanding the dynamics of outsourcing26
Scheduling on parallel dedicated machines with job rejection26
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment26
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems26
Meta-heuristics for sustainable supply chain management: a review26
Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets25
Robust capacity planning for sterilisation department of a hospital25
The discrete time break scheduling problem under fatigue and no preemption: solution methods and impact of work regulations25
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry25
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain25
An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing25
Mixed-model sequencing versus car sequencing: comparison of feasible solution spaces24
On synergistic effects of resilience strategies: developing a layered defense approach24
Data-driven review of blockchain applications in supply chain management: key research themes and future directions24
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis24
A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands24
Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning24
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods24
A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing24
Data-driven operations and supply chain management: established research clusters from 2000 to early 202024
A decision-making method for assembly sequence planning with dynamic resources24
An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing24
Financing an online newsvendor with considering the impact of advertising strategy24
Scheduling algorithms for multi-stage flow shops with reworks under overlapped queue time limits24
A novel resilient scheduling method based on multi-agent system for flexible job shops24
Decentralised collaborative job reassignments in additive manufacturing24
Dual-channel competition: the role of quality improvement and price-matching24
A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products24
Supporting a capital-constrained supplier with mixed pre-shipment financing facilities24
Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path24
When is the supply chain resilient? Customer and operational perspectives23
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm23
Monitoring aggregate warranty claims with dynamically designed CUSUM and EWMA charts23
Assessing perceived assembly complexity in human-robot collaboration processes: a proposal based on Thurstone’s law of comparative judgement23
A dynamic condition-based maintenance policy for heterogeneous-wearing tools with considering product quality deterioration23
Reviewing and conceptualising the role of 4.0 technologies for sustainable warehousing23
Network-based integer programming models for flexible process planning23
Real-time AGV scheduling optimisation method with deep reinforcement learning for energy-efficiency in the container terminal yard23
Exploring the role of artificial intelligence in building production resilience: learnings from the COVID-19 pandemic23
A capacitated lot-sizing problem in the industrial fashion sector under uncertainty: a conditional value-at-risk framework23
Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.023
IoT-enabled delivery time guarantee in logistics outsourcing and efficiency improvement22
Collaborative management of the energy-water-carbon footprint: analysing the spatial network characteristics22
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process22
Editorial board contributions celebrating the 60th anniversary of IJPR: parts 1 and 222
A general tool-based multi-product model for high-mixed production in semiconductor manufacturing22
Defect detection in impeller parts utilising local geometric feature analysis22
Linking plant roles and operations strategy decision-making autonomy in international manufacturing networks22
Two-stage electricity production scheduling with energy storage and dynamic emission modelling22
Production systems with cycle overrun: modelling, analysis, improvability and bottlenecks22
The impact of contract types on carbon-capped food supply chains: options versus wholesale22
Theory of AI-driven scheduling (TAIS): a service-oriented scheduling framework by integrating theory of constraints and AI21
Assigning rest times to workers in assembly lines with ergonomically hazardous tasks: an approach to defend companies’ profitability21
An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning21
Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective21
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