International Journal of Production Research

Article	Citations
Attractiveness factors in retail category space location-allocation problem	349
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	349
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	209
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	181
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	178
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	171
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	152
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	151
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	149
A multisource domain adaptation method for quality prediction in small-batch production systems	148
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	147
Smart charging with demand response and energy peak shaving for reefer containers with Internet-of-Things	139
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	138
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	136
An overview on human-centred technologies, measurements and optimisation in assembly systems	124
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	107
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	101
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	97
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach	97
Function block-enabled operation planning and machine control in Cloud-DPP	93
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	90
Implementation of digital twins in the food supply chain: a review and conceptual framework	88
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	88
Assessing the sustainability of cloud computing service providers for Industry 4.0: a state-of-the-art analytical approach	88
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	87

Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	86
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	86
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	85
Exploring blockchain technologies in sustainable supply chains – unveiling the latent research topics using an AI approach	84
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	82
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	81
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	80
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	78
CONWIP Redux: reflections on 30 years of development and implementation	78
Human-centred AI in industry 5.0: a systematic review	78
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision	77
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	76
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	76
A quantitative approach to resilience in manufacturing systems	76
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines	74
The paradigm shift of mass customisation research	74
Product family formation based on optimal resource sequence for reconfigurable manufacturing system	72
Blockchain-based digital product passport: design principles and demonstration	72
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review	72
Improved formulations of the joint order batching and picker routing problem	72
Retailing and ordering strategies for online apparel retailers facing bracketing purchase behaviour	70
A novel approach for predicting Lockout/Tagout safety procedures for smart maintenance strategies	69
Sustainability meets service procurement: a case study in the ICT service sector	68
Assignment strategy and lane depth in homogeneous multi-deep shuttle-based S/R systems	68
Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies	67
A state-of-art review and a simple meta-analysis on deterministic scheduling of diffusion furnaces in semiconductor manufacturing	67
Minimising total weighted completion time for semi-online single machine scheduling with known arrivals and bounded processing times	66
A graph-based approach for integrating massive data in container terminals with application to scheduling problem	65
A three-step approach for decision support in operational production planning of complex manufacturing systems	65
A port-hinterland hub network design method for reefer containers considering time-varying demands and diverse supporting service requirements	64
Minimum order quantity requirements in the presence of supply disruption risk and retail competition	64
Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic	63
Manufacturing strategy in multi-plant networks – a multi-case study on decision-making authority, network capabilities and competitive advantages	63
A joint production-workforce-delivery stochastic planning problem for perishable items	63
A constraint programming approach to a real-world workforce scheduling problem for multi-manned assembly lines with sequence-dependent setup times	61
Identifying profitable reference architectures in an engineer-to-order context	61
AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity	60
Enhancing supply chain flows through blockchain: a comprehensive literature review	60
A two-stage stochastic programming model and parallel Master–Slave adaptive GA for flexible Seru system formation	58
A contract portfolio perspective on the role of customer order lead times in demand fulfilment processes with supply shortage	58
Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem	58
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach	57
Enabling industrial internet of things-based digital servitization in smart production logistics	56
Blockchain-enabled horizontal capacity sharing under demand uncertainty	56
Deep reinforcement learning for solving steelmaking-continuous casting scheduling problems under time-of-use tariffs	56
Performance analysis of clustering methods for balanced multi-robot task allocations	56
A fair distribution of expected profit in a supply chain with a risk-averse manufacturer	55
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm	55
The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system	55
Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment	55

The ASSISTANT project: AI for high level decisions in manufacturing	55
Performance optimisation of pick and transport robot in a picker to parts order picking system: a human-centric approach	53
Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions	53
A concise guide to scheduling with learning and deteriorating effects	53
Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems	53
Stochastic modelling and analysis of a deteriorating serial production–inventory network	53
Human centric innovation at the heart of industry 5.0 – exploring research challenges and opportunities	52
Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature	52
Backroom effect on perishable inventory management with IoT information	51
Financial constraints under carbon emissions trading: a quasi-natural experiment approach	51
Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks	51
Current research and future challenges in parcel hub towards logistics 4.0: a systematic literature review from a decision-making perspective	50
The time-window strategy in the online order batching problem	50
Artificial neural networks for intelligent cost estimation – a contribution to strategic cost management in the manufacturing supply chain	49
Quantifying organisational resilience: an integrated resource efficiency view	49
Multi-tier sustainable supply chains management for global sustainability	49
The impact of parts obsolescence on contracts for durable goods with after-sales service	49
An analysis of blockchain versus relational databases for digitalising information flows in global supply chains using the analytic network process	48
Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions	48
How to think about planned lead times	48
Modelling driver's reactive strategies in e-hailing platforms: an agent-based simulation model and an approximate analytical model	48
Performance analysis and optimisation of stochastic flow lines with limited material supply	47
Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains	46
Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality	46
A multi-agent framework for container booking and slot allocation in maritime shipping	45
Bi-objective robust optimisation on relief collaborative distribution considering secondary disasters	45
A station crashing-based recursive approach for disassembly line balancing problem in the presence of task failure	44
Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks	44
Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management	44
A mixed-model assembly line sequencing problem with parallel stations and walking workers: a case study in the automotive industry	44
Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints	44
A global scheduling approach for cycle time control in complex manufacturing systems	44
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop	44
Optimal allocation of fast charging stations for large-scale transportation systems	43
Systematic review of adopting blockchain in supply chain management: bibliometric analysis and theme discussion	43
A branch-and-price-and-cut algorithm for the unmanned aerial vehicle delivery with battery swapping	43
Evolutionary game analysis for government regulations in a straw-based bioenergy supply chain	43
Collection and remanufacturing channels selection under a product take-back regulation with remanufacturing target	42
Application research of a new neighbourhood structure with adaptive genetic algorithm for job shop scheduling problem	42
Digitalisation and technological innovation: panaceas for sustainability?	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	41
Anti-conflict AGV path planning in automated container terminals based on multi-agent reinforcement learning	41
A review on reinforcement learning algorithms and applications in supply chain management	41
A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven	40
Overcoming the productivity challenge in product life-extending operations: a multiple-case study of European facilities	40
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches	39
Optimal stocking policies for inventory systems with uncertain returns	39
Industry Commons: an ecosystem approach to horizontal enablers for sustainable cross-domain industrial innovation (a positioning paper)	39
Correction Notice	39
Serial- and hierarchical-batch scheduling: a systematic review and future research directions	39
Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming	38
Assessing production fulfillment time risk: application to pandemic-related health equipment	38
Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle	38
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter?	38
Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains	38
Dynamic cloud manufacturing service composition with re-entrant services: an online policy perspective	37
Application of a novel approach of production system modelling, analysis and improvement for small and medium-sized manufacturers: a case study	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
A methodology for production system design driven by product modelling and analysis – application in the automotive industry	36
Time to signal distribution of multivariate bayesian control chart with dual sampling scheme	36
A large language model-based manufacturing process planning approach under industry 5.0	35
Contracts for biopharmaceutical manufacturing based on production cost and capabilities	35
Adoption of symbolic versus substantive sustainability practices by lower-tier suppliers: a behavioural view	35
Systematic literature review of repair shops: focus on sustainability	35
Due-date assignment scheduling with only mean and support of processing times	35
Traditional or drop-shipping? channel choice and product quality	35
A framework and system architecture for value-oriented digital services in data-driven production logistics	35
The physics of decision approach: a physics-based vision to manage supply chain resilience	34
Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity	34
The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints	34
Trend and seasonality features extraction with pre-trained CNN and recurrence plot	34
End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence	34
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop	34
Travel time model for multiple-deep shuttle-based storage and retrieval systems	33
AI and emerging technology adoption: a research agenda for operations management	33
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning	33
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

Turret-index optimisation with mathematical programming and metaheuristic approaches	32
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems	32
Enhancing end-of-life product recyclability through modular design and social engineering optimiser	32
Blockchain technology adoption strategies of a supply chain considering possible product defects	32
Emission abatement in low-carbon supply chains with government subsidy and information asymmetry	32
The impact of platform restriction on manufacturer quality transparency in the blockchain era	32
The application of blockchain technology in the recycling chain: a state-of-the-art literature review and conceptual framework	32
Supply chain visibility: A Delphi study on managerial perspectives and priorities	31
Financing the retailers with default probabilities: capital constrained supplier vs. bank	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
A formal skill model to enable reconfigurable assembly systems	31
Beyond prototyping: mapping the relative advantages of adopting additive manufacturing for industrial production	30
The influence of Industry 4.0 enabling technologies on social, economic and environmental sustainability of the food sector	30
Forecasting spare part extractions from returned systems in a closed-loop supply chain	30
A framework of tolerance specification for freeform point clouds and capability analysis for reverse engineering processes	30
Digital twin design and analytics for scaling up electric vehicle battery production using robots	30
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning	30
Critical success factors influencing artificial intelligence adoption in food supply chains	30
Responding to epidemic-driven demand: the role of supply channels	29
Service-level-driven procurement and production lot-sizing problem with demand fulfilment	29
A multi-objective discrete differential evolution algorithm for energy-efficient distributed blocking flow shop scheduling problem	29
Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets	29
A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment	29
Solving the constrained Single-Row Facility Layout Problem with Integer Linear Programming	29
Inequality aversion in cooperative advertising in supply chain: an experimental study	29
A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder	29
Scheduling on parallel dedicated machines with job rejection	29
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem	29
Coordinated production and delivery scheduling for service-oriented manufacturing systems with deterioration effect	29
Joint optimisation of product family configuration and supply chain resilience	29
Comparison of pull management policies for a divergent process with DDMRP buffers: an industrial case study	28
Investigating two variants of the sequence-dependent robotic assembly line balancing problem by means of a split-based approach	28
A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables	28
A holistic model for understanding the dynamics of outsourcing	28
Line balancing and task scheduling to minimise power peak of reconfigurable manufacturing systems	28
A rough cut cybersecurity investment using portfolio of security controls with maximum cybersecurity value	27
Transportation scheduling for modules used in modular integrated construction	27
Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets	27
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook	27
Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data	27
Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy	27
Strategic reliable supply chain network design: determining tradeoffs between cost and risk	27
Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game	27
A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations	27
Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability	27
An exact method for machining lines design with equipment selection and line balancing	27
Meta-heuristics for sustainable supply chain management: a review	27
Non-conformances in infrastructure engineer-to-order production systems	27
The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations	27
Optimizing a stochastic disassembly line balancing problem with task failure via a hybrid variable neighborhood descent-artificial bee colony algorithm	27
An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing	26
Real-time AGV scheduling optimisation method with deep reinforcement learning for energy-efficiency in the container terminal yard	26
Decentralised collaborative job reassignments in additive manufacturing	26
A novel resilient scheduling method based on multi-agent system for flexible job shops	26
Data-driven operations and supply chain management: established research clusters from 2000 to early 2020	26
Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry	26
A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing	26
Financing an online newsvendor with considering the impact of advertising strategy	26
Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path	25
A dynamic condition-based maintenance policy for heterogeneous-wearing tools with considering product quality deterioration	25
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems	25
Scheduling algorithms for multi-stage flow shops with reworks under overlapped queue time limits	25
Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning	25
The discrete time break scheduling problem under fatigue and no preemption: solution methods and impact of work regulations	25
Supporting a capital-constrained supplier with mixed pre-shipment financing facilities	25
Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain	25
Mixed-model sequencing versus car sequencing: comparison of feasible solution spaces	24
Assessing perceived assembly complexity in human-robot collaboration processes: a proposal based on Thurstone’s law of comparative judgement	24
On synergistic effects of resilience strategies: developing a layered defense approach	24
Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.0	24
When is the supply chain resilient? Customer and operational perspectives	24
Robust capacity planning for sterilisation department of a hospital	24
An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing	24
Exploring the role of artificial intelligence in building production resilience: learnings from the COVID-19 pandemic	24
The interplay between carbon regulations and green technology innovation: a comparative analysis	24
Data-driven review of blockchain applications in supply chain management: key research themes and future directions	24
The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods	24
A decision-making method for assembly sequence planning with dynamic resources	24
Adaptive Cognitive Manufacturing System (ACMS) – a new paradigm	23
A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands	23
A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products	23
Should firms invest in demand forecasting? Benefits of improving forecasting accuracy on order smoothing, dual-sourcing and multi-stage supply chain problems	23
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis	23
A comparative study of GA and PSO approach for cost optimisation in product recovery systems	22
Combinatorial Benders decomposition for melted material blending systems considering transportation and scheduling	22
Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective	22
An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning	22
Blockchain-based traceability system adoption decision in the dual-channel perishable goods market under different pricing policies	22
Financing decisions in capital-constrained supply chains considering uncertain emission reduction outputs and blockchain technology applications	22
Distributionally robust multi-period humanitarian relief network design integrating facility location, supply inventory and allocation, and evacuation planning	22
Sustainable multi-objective process planning in reconfigurable manufacturing environment: adapted new dynamic NSGA-II vs New NSGA-III	22
Adoption of blockchain considering platform’s information sharing and service effort under the cap-and-trade scheme	22
A selection procedure for the design of mixed-model assembly systems considering walking workers and fixed workers	22
Research on balancing and sequencing problems of flexible mixed model assembly lines with alternative precedence relations	22
Leveraging generative artificial intelligence for sustainable business model innovation in production systems	22