International Journal of Production Research

Article	Citations
Equity financing for carbon emission reduction supported by platform retailer: bane or boon for supplier encroachment?	326
AI-enhanced robust method for integrated healthcare resource pre-positioning and patient scheduling	313
Community logistics: a dynamic strategy for facilitating immediate parcel delivery to smart lockers	191
Safety-driven optimisation of human–robot collaborative assembly line balancing	177
Pandemic-related inventory management practices and financial performance: exploring the roles of pandemic-related production uncertainty and big data analytics capability	160
A simulation-based decision support tool for circular manufacturing systems in the automotive industry using electric machines as a remanufacturing case study	156
Distributed assembly shop scheduling problem for complex products considering multiskilled worker assignment and transportation time	154
Demand forecasting in supply chains: a review of aggregation and hierarchical approaches	140
Optimal pricing and capacity management in service systems with delay-sensitive mixed-risk customers	137
Is it beneficial to invest in flexible capacity for hybrid remanufacturing?	135
Dynamic layout design for scalable reconfigurable manufacturing systems	135
Defect detection in impeller parts utilising local geometric feature analysis	129
Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective	123
Effect of blockchain on corporate social responsibility in supply chain management	117
Robust cross-dock assignment problem with uncertain cost parameters	114
Delay-tolerated vehicle positioning and scheduling problem at terminal aprons: a target-oriented robust optimisation approach	107
Designing a food supply chain for enhanced social sustainability in developing countries	98
Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges	96
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	94
Energy consumption control in the two-machine Bernoulli serial production line with setup and idleness	87
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	87
Analytics and machine learning in vehicle routing research	83
Distributed job-shop rescheduling problem considering reconfigurability of machines: a self-adaptive hybrid equilibrium optimiser	83
Sequencing two classes of jobs on a machine with an external no-idle constraint	82
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	81

The supply chain effects on order strategy of cross-shareholdings	79
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	78
Research on balancing and sequencing problems of flexible mixed model assembly lines with alternative precedence relations	76
A selection procedure for the design of mixed-model assembly systems considering walking workers and fixed workers	75
A capacitated lot-sizing problem in the industrial fashion sector under uncertainty: a conditional value-at-risk framework	75
An improved event-triggered predictive control for capacity adjustment in reconfigurable job-shops	75
Platform supply chain innovations in the blockchain era: the ABCDE framework	74
Improving the decision-making process by considering supply uncertainty – a case study in the forest value chain	73
Enablers of artificial intelligence adoption and implementation in production systems	72
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	71
Analysis and optimisation of periodic inventory models for perishable items with a general lifetime	71
A decomposition and coordination method for optimising ( Q , S ) policies in a two-echelon distribution	71
Application of artificial intelligence to enhance manufacturing quality and zero-defect using CRISP-DM framework	71
Dual cycle time modelling and design optimisation for the bidirectional flow-rack AS/RS	70
An overview on human-centred technologies, measurements and optimisation in assembly systems	69
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	67
Performance of deep reinforcement learning algorithms in two-echelon inventory control systems	66
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	66
Implementation of digital twins in the food supply chain: a review and conceptual framework	66
Retailer- vs. Vendor-managed inventory in the presence of consumer response to retail stockouts	66
Employing disabled workers in production: simulating the impact on performance and service level	66
Differentiated premium membership mechanism in platform competition	65
Assessing the sustainability of cloud computing service providers for Industry 4.0: a state-of-the-art analytical approach	65
An integrated spatial-temporal neural network for proactive throughput bottleneck prediction in high-variety shops with complex job routings	64
Optimising hurricane shelter locations with smart predict-then-optimise framework	63
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	62
A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing	62
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines	62
An integrated production and direct shipment problem in a mining industry	62
An integrated batching problem for steel plate manufacturing with bi-strand casting	61
Production optimisation in carbon reduction engineering management	61
Robust modelling and prediction of the COVID-19 pandemic in Canada	61
Carbon reduction engineering through value chains intersection, product and process re-design, industrial processes’ scraps de-manufacturing	61
Integrated optimization of order splitting and distribution routing for the front warehouse mode e-retailing	60
One-dimensional residual convolutional auto-encoder for fault detection in complex industrial processes	60
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision	59
Robust optimization algorithm for integrated crane assignment and scheduling in slab yard with uncertain arrival time	58
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	57
Learning per-machine linear dispatching rule for heterogeneous multi-machines control	56
The role of fairness in multi-tier sustainable supply chains	56
Order release optimisation for time-dependent and stochastic manufacturing systems	55
Dynamic order forecast sharing with dual shipping options under quantity flexibility contract	54
Toward secure industrial internet of behaviours: a federated learning-based lightweight human behaviour recognition method with selective state space models	54
The design of a sustainable closed-loop supply chain network optimisation considering the emergency response capability of manufacturers under emergencies	53
Social sustainability in manufacturing: where are we?	53
Distributed maintenance task scheduling for multiple technician teams considering uncertain durations and deterioration effects towards Industry 5.0	53
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	52
Blockchain adoption for product freshness traceability under platform competition	52
Cause marketing decisions in supply chains: cause effect and marketing effect	52
Reviewing and conceptualising the role of 4.0 technologies for sustainable warehousing	51

Integrated optimisation of human-robot collaborative disassembly planning and adaptive evaluation driven by a digital twin	51
An iterated local search for customer order scheduling in additive manufacturing	51
Analytical model and swapping policy assessment of a vertical lift module – buffer integrated storage system	51
A novel feature selection for evolving compact dispatching rules using genetic programming for dynamic job shop scheduling	51
Incorporating car-sequencing rules in the planning of mixed-model assembly lines	51
Explainable reinforcement learning in production control of job shop manufacturing system	51
A comparative study of GA and PSO approach for cost optimisation in product recovery systems	50
Circular economy and circularity supplier selection: a fuzzy group decision approach	50
A literature review on robust and real-time models for cross-docking	50
Editorial board contributions celebrating the 60th anniversary of IJPR: parts 1 and 2	50
Redeploying excess inventories with lateral and reverse transshipments	49
Design and optimisation of a green manufacturing-recycling network considering heavy metal pollutants – an electronic assembly case	49
Production systems with cycle overrun: modelling, analysis, improvability and bottlenecks	48
Optimal information disclosure strategies for a retail platform in the blockchain technology era	48
Optimised redesign of reverse logistics network with multi-level capacity choices for household appliances	47
Integrated scheduling of distributed service resources for complex equipment considering multiple on-site MRO tasks	47
Mitigation strategies against supply disruption risk: a case study at the Ford Motor Company	47
Food inspector scheduling with outcome and daily-schedule effects	45
Addressing the consensus on information sharing in CPFR information systems: Insights from manufacturer – retailer dyads	45
On the dynamics of return collection in closed-loop supply chains	45
Benefits of market information and professional advice in a vertical agricultural supply chain: the role of government provision	45
Network-based integer programming models for flexible process planning	45
The paradigm shift of mass customisation research	44
Semiparametric control schemes for dynamically monitoring profiles with count data and arbitrary design	43
Research on procedure optimisation for composite grinding based on Digital Twin technology	43
Combinatorial Benders decomposition for melted material blending systems considering transportation and scheduling	42
How to charge doctors and price medicines in a two-sided online healthcare platform with network externalities?	42
Attractiveness factors in retail category space location-allocation problem	42
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	42
IoT-enabled delivery time guarantee in logistics outsourcing and efficiency improvement	41
Financing a service-oriented manufacturer when facing the risk of bankruptcy	41
A relax-and-fix method for clothes inventory balancing scheduling problem	40
Towards product evolution: from the perspective of user knowledge	39
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	39
Unified modelling for continuous–discrete hybrid adaptive machining CPS of large thin-walled parts	39
Towards greener trade and global supply chain environmental accounting. An embodied environmental resources blockchain design	39
Linking the digital and sustainable transformation with supply chain practices	39
Analysis of bullwhip effect and inventory cost in the online closed-loop supply chain	38
Blockchain adoption in serial logistics service chain: value and challenge	38
Hierarchical RNN-based framework for throughput prediction in automotive production systems	38
Assigning rest times to workers in assembly lines with ergonomically hazardous tasks: an approach to defend companies’ profitability	38
Blockchain-based traceability system adoption decision in the dual-channel perishable goods market under different pricing policies	38
Use statistical analysis to approximate integrated order batching problem	37
Computer-aided process planning system for laser forming: from CAD to part	37
Optimal choice of power battery joint recycling strategy for electric vehicle manufacturers under a deposit-refund system	37
Bi-objective carbon-efficient distributed flow-shop scheduling with multistep electricity pricing	37
A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling	37
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	37
Two-stage electricity production scheduling with energy storage and dynamic emission modelling	37
A general tool-based multi-product model for high-mixed production in semiconductor manufacturing	37
Increasing willingness to pay in the food supply chain: a blockchain-oriented trust approach	36
Adoption of blockchain considering platform’s information sharing and service effort under the cap-and-trade scheme	36
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	36
Efficient scheduling approaches to time-constrained single-armed cluster tools with condition-based chamber cleaning operations	36
Cost and performance comparison of tier-captive SBS/RS with a novel AVS/RS/ML	36
Collaborative management of the energy-water-carbon footprint: analysing the spatial network characteristics	36
Deep learning and sequence mining for manufacturing process and sequence selection	36
Robust optimization model for medical staff rebalancing problem with data contamination during COVID-19 pandemic	35
An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning	35
Contracting with asymmetric information under government subsidy programmes in a bioenergy supply chain	35
Unequal area facility layout problem-solving: a real case study on an air-conditioner production shop floor	35
The economic lot-sizing problem with remanufacturing and heterogeneous returns: formulations, analysis and algorithms	34
Data analytics in zero defect manufacturing: a systematic literature review and proposed framework	34
Developing a skip-lot sampling scheme by variables inspection using repetitive sampling as a reference plan	33
Pattern recognition of control charts based on data feature enhancement and ensemble learning of classifiers for dimensional accuracy of products	33
Designing a sustainable freight transportation network with cross-docks	33
Theory of AI-driven scheduling (TAIS): a service-oriented scheduling framework by integrating theory of constraints and AI	32
Implementing lean management in hospitals: a survey on social and technical outcomes of kaizen initiatives	32
A knowledge empowered graph learning feature selection method based on variation propagation effect representation and analysis for human-centric manufacturing systems	32
A data-driven viable supply network for energy security and economic prosperity	32
Rescheduling optimisation of sustainable multi-objective fuzzy flexible job shop under uncertain environment	32
Mixed-model sequencing with reinsertion of failed vehicles: a case study for automobile industry	31
Two-stage risk-averse stochastic programming approach for multi-item single source ordering problem: CVaR minimisation with transportation cost	31
Pixelation of time matrices for solving permutation flowshop scheduling problem	31
AND/OR graph generation for disassembly analysis: Deeply-nested subassemblies represented by a hypergraph	31
L-PBF AM process failures causal chain: an FMEA-based monitoring approach for process control	31
Examining the dynamics of bargaining power in buyer-supplier negotiations: insights from a case study in the German automotive industry	30
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	30
Do the US president's tweets better predict oil prices? An empirical examination using long short-term memory networks	30
The impact of operating lease reporting rules on firm efficiency: the moderating role of supply chain network structure	30

Dynamic performance prediction in flexible production lines with two geometric machines	30
Surgery scheduling in the presence of operating room eligibility and dedicated surgeon: an adaptive composite dispatching method	29
Effects of shared farms on the agricultural supply chain	29
Monitoring aggregate warranty claims with dynamically designed CUSUM and EWMA charts	29
The impact of payment term extensions on the working capital management of an automotive supply chain	29
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	29
On solving the cross-dock door assignment problem	29
Spatio-temporal synchronisation for human-cyber-physical assembly workstation 4.0 systems	29
A multisource domain adaptation method for quality prediction in small-batch production systems	29
Editorial notes: Industrial Internet-of-Things (IIoT)-enabled digital servitisation	28
Supplying masks to combat respiratory diseases: safety index, welfare and government involvement	28
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach	28
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	28
Interaction between innovation choice and market-entry timing in a competitive fashion supply chain	28
Competitive bi-agent flowshop scheduling to minimise the weighted combination of makespans	27
Joint encroachment and low-carbon propaganda decisions in a platform supply chain under cap-and-trade regulations	27
Balancing of assembly lines with collaborative robots: comparing approaches of the Benders’ decomposition algorithm	27
The impact of contract types on carbon-capped food supply chains: options versus wholesale	27
Ripple effect mitigation capabilities of a hub and spoke distribution network: an empirical analysis of pharmaceutical supply chains in India	27
Blockchain-based solution to enhance carbon footprint traceability, accounting, and offsetting in the passenger aviation industry	27
Designing socially optimal rates of tax and rebate structures in directing migration of risk-averse suppliers towards sustainable products	27
Toward mass adoption of electric vehicles: policy optimisation under different infrastructure investment scenarios	27
Linking plant roles and operations strategy decision-making autonomy in international manufacturing networks	27
Sustainable multi-objective process planning in reconfigurable manufacturing environment: adapted new dynamic NSGA-II vs New NSGA-III	27
Optimisation of process plan generation for reconfigurable manufacturing systems: efficient heuristics and lower bounds	27
Supply chain digitisation and management	27
Correction	26
Optimal multiresource planning for the elderly care system: a case study	26
Blockchain empowerment: enhancing consumer trust and outreach through supply chain transparency	26
Industry 4.0 technology implementation in manufacturing: a selection method and real case applications	25
Blockchain-enabled digital twin collaboration platform for heterogeneous socialized manufacturing resource management	25
Shop floor control in the VLSI circuit manufacturing: a simulation approach and a case study	25
Financial performance and supply chain dynamic capabilities: the Moderating Role of Industry 4.0 technologies	25
A robust Pareto model for electric vehicle charging station deployment in urban areas considering psychology effects of drivers	25
A comparative study of progressive carbon taxation strategies: impact on firms’ economic and environmental performances	25
Enhancing supply chain resilience with recovery strategies under electricity shortages	25
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	25
The impact of IoT on manufacturing firm performance: the moderating role of firm-level IoT commitment and expertise	25
Financing capital-constrained third party logistic firms: fourth party logistic driven financing mode vs. private lending driven financing mode	25
Interpretation of the effect of transient process data on part quality of injection molding based on explainable artificial intelligence	25
Location planning of electric vehicle charging station with users’ preferences and waiting time: multi-objective bi-level programming model and HNSGA-II algorithm	25
Bayesian robust parameter design for ordered response	24
Integration strategies of luxury rental operations: is it wise to operate with the manufacturer or co-operate with the competitor?	24
Balancing collaborative human–robot assembly lines to optimise cycle time and ergonomic risk	24
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	24
Optimization of machine schedules and vehicle routes in the mobile additive manufacturing mode	24
Exploring servitization and digital transformation of manufacturing enterprises: evidence from an industrial internet platform in China	24
Assessment of digital maturity: the role of resources and capabilities in digital transformation in B2B firms	24
Supply chain visibility for improving inbound logistics: a design science approach	24
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	23
Understanding the influential and mediating role of cultural enablers of AI integration to supply chain	23
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process	23
Impacts of social distancing measures on global supply chain configuration	23
Estimating the participation value of electricity demand-response programmes for a two-stage production system	23
Optimising the booking horizon in healthcare clinics considering no-shows and cancellations	23
Multiple multi-tier sustainable supply chain management: a social system theory perspective	23
Distributionally robust multi-period humanitarian relief network design integrating facility location, supply inventory and allocation, and evacuation planning	23
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	23
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review	23
Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review	23
A deep reinforcement learning based hyper-heuristic for modular production control	23
A literature review and design methodology for digital twins in the era of zero defect manufacturing	22
Tailoring inventory classification to industry applications: the benefits of understandable machine learning	22
Production and operations management for intelligent manufacturing: a systematic literature review	22
Modelling ripple effect propagation and global supply chain workforce productivity impacts in pandemic disruptions	22
Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale	22
A standardized approach for measuring the performance and flexibility of digital twins	22
A multi-domain mixture density network for tool wear prediction under multiple machining conditions	22
An effective heuristic based on 3-opt strategy for seru scheduling problems with learning effect	22
Production planning with flexible manufacturing systems under demand uncertainty	22
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	22
Function block-enabled operation planning and machine control in Cloud-DPP	22
Practical factors in order picking planning: state-of-the-art classification and review	22
Optimal models for sustainable supply chain finance: evidence from electric vehicle industry	22
Geographical relevance-based multi-period optimization for e-commerce supply chain resilience strategies under disruption risks	22
Towards AI driven environmental sustainability: an application of automated logistics in container port terminals	22
An ABGE-aided manufacturing knowledge graph construction approach for heterogeneous IIoT data integration	22
Delivery routing for a mixed fleet of conventional and electric vehicles with road restrictions	22
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	22
Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation	21
A model integrating lean and green practices for viable, sustainable, and digital supply chain performance	21
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	21
Streaming in metal additive manufacturing: a catalyst for secure distributed manufacturing	21
A quantitative approach to resilience in manufacturing systems	21
Human-centred AI in industry 5.0: a systematic review	21
A methodological framework to model cumulative energy demand and production costs for additive and conventional manufacturing approaches	21
An LSTM-based predictive monitoring method for data with time-varying variability	21
Efficient path planning for automated guided vehicles using A* (Astar) algorithm incorporating turning costs in search heuristic	21
From natural language to simulations: applying AI to automate simulation modelling of logistics systems	20
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	20
Knowledge-based engineering approach for defining robotic manufacturing system architectures	20
Operation twins: production-intralogistics synchronisation in Industry 4.0	20
Product transportation strategy in the presence of limited shipment capacity and purchase timing	20
A novel carbon reduction engineering method-based deep Q-learning algorithm for energy-efficient scheduling on a single batch-processing machine in semiconductor manufacturing	20
CONWIP Redux: reflections on 30 years of development and implementation	20