International Journal of Production Research

Article	Citations
An analytical method for investigating multi-tier sustainable supply chains: simplifying the complex	273
Optimal choice of power battery joint recycling strategy for electric vehicle manufacturers under a deposit-refund system	257
A simulation-based optimisation framework for process plan generation in reconfigurable manufacturing systems (RMSs) in an uncertain environment	239
Attractiveness factors in retail category space location-allocation problem	171
Equity financing for carbon emission reduction supported by platform retailer: bane or boon for supplier encroachment?	157
AI-enhanced robust method for integrated healthcare resource pre-positioning and patient scheduling	131
Community logistics: a dynamic strategy for facilitating immediate parcel delivery to smart lockers	122
Towards understanding dynamic design change propagation in complex product development via complex network approach	122
Mathematical modelling of carbon emissions and process parameters optimisation for laser welding cell	120
Improving the decision-making process by considering supply uncertainty – a case study in the forest value chain	117
Towards product evolution: from the perspective of user knowledge	117
Distributed assembly shop scheduling problem for complex products considering multiskilled worker assignment and transportation time	111
Redeploying excess inventories with lateral and reverse transshipments	110
Human-centred AI in industry 5.0: a systematic review	107
Demand forecasting in supply chains: a review of aggregation and hierarchical approaches	106
Location planning of electric vehicle charging station with users’ preferences and waiting time: multi-objective bi-level programming model and HNSGA-II algorithm	103
Robust optimization model for medical staff rebalancing problem with data contamination during COVID-19 pandemic	96
Production planning with flexible manufacturing systems under demand uncertainty	94
Optimal pricing and capacity management in service systems with delay-sensitive mixed-risk customers	92
Is it beneficial to invest in flexible capacity for hybrid remanufacturing?	91
A novel feature selection for evolving compact dispatching rules using genetic programming for dynamic job shop scheduling	90
Optimal extended warranty pricing and retailing strategies in a closed-loop supply chain	84
Incorporating car-sequencing rules in the planning of mixed-model assembly lines	80
Integration strategies of luxury rental operations: is it wise to operate with the manufacturer or co-operate with the competitor?	79
The supply chain effects on order strategy of cross-shareholdings	79

Effects of shared farms on the agricultural supply chain	75
An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns	73
Financing a service-oriented manufacturer when facing the risk of bankruptcy	71
Sequencing two classes of jobs on a machine with an external no-idle constraint	70
A literature review and design methodology for digital twins in the era of zero defect manufacturing	69
A multi-domain mixture density network for tool wear prediction under multiple machining conditions	68
Supply chain cybersecurity investments with interdependent risks under different information exchange modes	68
Research on balancing and sequencing problems of flexible mixed model assembly lines with alternative precedence relations	67
A selection procedure for the design of mixed-model assembly systems considering walking workers and fixed workers	66
A capacitated lot-sizing problem in the industrial fashion sector under uncertainty: a conditional value-at-risk framework	66
A relax-and-fix method for clothes inventory balancing scheduling problem	66
Two-stage risk-averse stochastic programming approach for multi-item single source ordering problem: CVaR minimisation with transportation cost	65
A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling	65
Operation twins: production-intralogistics synchronisation in Industry 4.0	63
Semiparametric control schemes for dynamically monitoring profiles with count data and arbitrary design	63
Spatio-temporal synchronisation for human-cyber-physical assembly workstation 4.0 systems	63
Computer-aided process planning system for laser forming: from CAD to part	63
Production systems with cycle overrun: modelling, analysis, improvability and bottlenecks	62
Hierarchical RNN-based framework for throughput prediction in automotive production systems	61
Optimal models for sustainable supply chain finance: evidence from electric vehicle industry	60
Integrated scheduling of distributed service resources for complex equipment considering multiple on-site MRO tasks	60
Practical factors in order picking planning: state-of-the-art classification and review	59
On solving the cross-dock door assignment problem	58
A distribution-free-based approach for stochastic food closed-loop supply chain	58
Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation	58
A decomposition and coordination method for optimising ( Q , S ) policies in a two-echelon distribution	58
Application of artificial intelligence to enhance manufacturing quality and zero-defect using CRISP-DM framework	58
Dual cycle time modelling and design optimisation for the bidirectional flow-rack AS/RS	56
Rolling horizon policies for multi-stage stochastic assemble-to-order problems	56
An overview on human-centred technologies, measurements and optimisation in assembly systems	54
A multi-agent resource bidding algorithm for order acceptance and assembly job shop scheduling	54
Deep learning and sequence mining for manufacturing process and sequence selection	54
Consumer service level-oriented resilience optimisation for e-commerce supply chain considering hybrid strategies with blockchain adoption	53
Two-stage electricity production scheduling with energy storage and dynamic emission modelling	53
Collaborative management of the energy-water-carbon footprint: analysing the spatial network characteristics	51
A hybrid LSTM method for forecasting demands of medical items in humanitarian operations	51
Retailer- vs. Vendor-managed inventory in the presence of consumer response to retail stockouts	51
Quantitative insights into the integrated push and pull production problem for lean supply chain planning 4.0	50
Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation	50
Performance of deep reinforcement learning algorithms in two-echelon inventory control systems	49
Adoption of blockchain considering platform’s information sharing and service effort under the cap-and-trade scheme	49
Bi-objective carbon-efficient distributed flow-shop scheduling with multistep electricity pricing	49
Implementation of digital twins in the food supply chain: a review and conceptual framework	48
An integrated spatial-temporal neural network for proactive throughput bottleneck prediction in high-variety shops with complex job routings	48
Use statistical analysis to approximate integrated order batching problem	48
Assessing the sustainability of cloud computing service providers for Industry 4.0: a state-of-the-art analytical approach	48
Employing disabled workers in production: simulating the impact on performance and service level	48
Differentiated premium membership mechanism in platform competition	48
Optimising hurricane shelter locations with smart predict-then-optimise framework	47
A novel carbon reduction engineering method-based deep Q-learning algorithm for energy-efficient scheduling on a single batch-processing machine in semiconductor manufacturing	47

Food inspector scheduling with outcome and daily-schedule effects	47
Financial performance and supply chain dynamic capabilities: the Moderating Role of Industry 4.0 technologies	47
A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing	46
An integrated production and direct shipment problem in a mining industry	46
Catastrophe insurance and flexible planning for supply chain disruption management: a stochastic simulation case study	45
An ABGE-aided manufacturing knowledge graph construction approach for heterogeneous IIoT data integration	44
How to charge doctors and price medicines in a two-sided online healthcare platform with network externalities?	43
Optimised redesign of reverse logistics network with multi-level capacity choices for household appliances	43
Geographical relevance-based multi-period optimization for e-commerce supply chain resilience strategies under disruption risks	43
Bayesian robust parameter design for ordered response	43
Circular economy and circularity supplier selection: a fuzzy group decision approach	43
Analytical model and swapping policy assessment of a vertical lift module – buffer integrated storage system	42
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines	42
A general tool-based multi-product model for high-mixed production in semiconductor manufacturing	41
Production optimisation in carbon reduction engineering management	40
Carbon reduction engineering through value chains intersection, product and process re-design, industrial processes’ scraps de-manufacturing	40
An integrated batching problem for steel plate manufacturing with bi-strand casting	40
Estimating the participation value of electricity demand-response programmes for a two-stage production system	40
Efficient scheduling approaches to time-constrained single-armed cluster tools with condition-based chamber cleaning operations	39
A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer	39
Robust modelling and prediction of the COVID-19 pandemic in Canada	39
An effective heuristic based on 3-opt strategy for seru scheduling problems with learning effect	39
Shop floor control in the VLSI circuit manufacturing: a simulation approach and a case study	38
Assigning rest times to workers in assembly lines with ergonomically hazardous tasks: an approach to defend companies’ profitability	38
Interpretation of the effect of transient process data on part quality of injection molding based on explainable artificial intelligence	38
IoT-enabled delivery time guarantee in logistics outsourcing and efficiency improvement	38
Function block-enabled operation planning and machine control in Cloud-DPP	38
Unequal area facility layout problem-solving: a real case study on an air-conditioner production shop floor	37
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0	37
CONWIP Redux: reflections on 30 years of development and implementation	37
Universal manufacturing: enablers, properties, and models	37
Cause marketing decisions in supply chains: cause effect and marketing effect	36
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process	36
Combinatorial Benders decomposition for melted material blending systems considering transportation and scheduling	36
Analysis and optimisation of periodic inventory models for perishable items with a general lifetime	36
Research on procedure optimisation for composite grinding based on Digital Twin technology	36
IoT-based milk-run routing for manufacturing system: an application case in an automotive company	35
Selecting industrial IoT Platform for digital servitisation: a framework integrating platform leverage practices and cloud HBWM-TOPSIS approach	35
An iterated local search for customer order scheduling in additive manufacturing	35
Platform supply chain innovations in the blockchain era: the ABCDE framework	35
Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale	34
Optimization of machine schedules and vehicle routes in the mobile additive manufacturing mode	34
Probabilistic tabu search algorithm for container liner shipping problem with speed optimisation	34
Blockchain adoption for product freshness traceability under platform competition	34
Interaction between innovation choice and market-entry timing in a competitive fashion supply chain	34
A multisource domain adaptation method for quality prediction in small-batch production systems	33
Editorial board contributions celebrating the 60th anniversary of IJPR: parts 1 and 2	33
Knowledge obstacles when transitioning towards circular economy: an industrial intra-organisational perspective	33
Optimal information disclosure strategies for a retail platform in the blockchain technology era	33
On reliability analysis of a load-sharing k-out-of-n: G system with interacting Markov subsystems	33
A comparative study of progressive carbon taxation strategies: impact on firms’ economic and environmental performances	33
The role of artificial intelligence in supply chain management: mapping the territory	33
Mitigation strategies against supply disruption risk: a case study at the Ford Motor Company	33
A literature review on robust and real-time models for cross-docking	32
Supply chain digitisation and management	32
Modelling ripple effect propagation and global supply chain workforce productivity impacts in pandemic disruptions	32
A comparative study of GA and PSO approach for cost optimisation in product recovery systems	32
A capacity matching model in a collaborative urban public transport system: integrating passenger and freight transportation	32
The economic lot-sizing problem with remanufacturing and heterogeneous returns: formulations, analysis and algorithms	31
An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning	31
Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms	31
Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective	31
Dynamic performance prediction in flexible production lines with two geometric machines	31
Data analytics in zero defect manufacturing: a systematic literature review and proposed framework	30
One-dimensional residual convolutional auto-encoder for fault detection in complex industrial processes	30
Integrated optimisation of human-robot collaborative disassembly planning and adaptive evaluation driven by a digital twin	30
Developing a skip-lot sampling scheme by variables inspection using repetitive sampling as a reference plan	30
Addressing the consensus on information sharing in CPFR information systems: Insights from manufacturer – retailer dyads	30
Editorial notes: Industrial Internet-of-Things (IIoT)-enabled digital servitisation	29
Designing a food supply chain for enhanced social sustainability in developing countries	29
Blockchain-enabled digital twin collaboration platform for heterogeneous socialized manufacturing resource management	29
The role of fairness in multi-tier sustainable supply chains	28
The impact of payment term extensions on the working capital management of an automotive supply chain	28
Designing a sustainable freight transportation network with cross-docks	28
Unified modelling for continuous–discrete hybrid adaptive machining CPS of large thin-walled parts	28
An improved event-triggered predictive control for capacity adjustment in reconfigurable job-shops	28
Supply chain visibility for improving inbound logistics: a design science approach	28
Robust optimization algorithm for integrated crane assignment and scheduling in slab yard with uncertain arrival time	28
Product transportation strategy in the presence of limited shipment capacity and purchase timing	28
Implementing lean management in hospitals: a survey on social and technical outcomes of kaizen initiatives	27

Pattern recognition of control charts based on data feature enhancement and ensemble learning of classifiers for dimensional accuracy of products	27
A data-driven viable supply network for energy security and economic prosperity	27
Rescheduling optimisation of sustainable multi-objective fuzzy flexible job shop under uncertain environment	27
The paradigm shift of mass customisation research	27
Blockchain-based traceability system adoption decision in the dual-channel perishable goods market under different pricing policies	27
A knowledge empowered graph learning feature selection method based on variation propagation effect representation and analysis for human-centric manufacturing systems	27
Cost and performance comparison of tier-captive SBS/RS with a novel AVS/RS/ML	27
Increasing willingness to pay in the food supply chain: a blockchain-oriented trust approach	27
Theory of AI-driven scheduling (TAIS): a service-oriented scheduling framework by integrating theory of constraints and AI	26
Mixed-model sequencing with reinsertion of failed vehicles: a case study for automobile industry	26
L-PBF AM process failures causal chain: an FMEA-based monitoring approach for process control	26
AND/OR graph generation for disassembly analysis: Deeply-nested subassemblies represented by a hypergraph	26
Pixelation of time matrices for solving permutation flowshop scheduling problem	26
A reinforcement learning-based approach for solving multi-agent job shop scheduling problem	26
The impact of operating lease reporting rules on firm efficiency: the moderating role of supply chain network structure	25
Financing capital-constrained third party logistic firms: fourth party logistic driven financing mode vs. private lending driven financing mode	25
Examining the dynamics of bargaining power in buyer-supplier negotiations: insights from a case study in the German automotive industry	25
A standardized approach for measuring the performance and flexibility of digital twins	25
Energy-efficient production control of a make-to-stock system with buffer- and time-based policies	25
Tailoring inventory classification to industry applications: the benefits of understandable machine learning	25
Energy consumption control in the two-machine Bernoulli serial production line with setup and idleness	24
Building knowledge beyond our experience: integrating sustainable development goals into IJPR’s research future	24
Supplying masks to combat respiratory diseases: safety index, welfare and government involvement	24
An LSTM-based predictive monitoring method for data with time-varying variability	24
Smart lighting systems: state-of-the-art and potential applications in warehouse order picking	24
Reviewing and conceptualising the role of 4.0 technologies for sustainable warehousing	23
Optimisation of process plan generation for reconfigurable manufacturing systems: efficient heuristics and lower bounds	23
Blockchain adoption in serial logistics service chain: value and challenge	23
Monitoring aggregate warranty claims with dynamically designed CUSUM and EWMA charts	23
Blockchain-secured multi-factory production with collaborative maintenance using Q learning-based optimisation approach	23
Linking plant roles and operations strategy decision-making autonomy in international manufacturing networks	23
The influence of carbon emission reduction instruments on blockchain technology adoption in recycling batteries of the new energy vehicles	23
Ripple effect mitigation capabilities of a hub and spoke distribution network: an empirical analysis of pharmaceutical supply chains in India	22
The impact of contract types on carbon-capped food supply chains: options versus wholesale	22
Towards greener trade and global supply chain environmental accounting. An embodied environmental resources blockchain design	22
Analytics and machine learning in vehicle routing research	22
Blockchain-based solution to enhance carbon footprint traceability, accounting, and offsetting in the passenger aviation industry	22
Toward mass adoption of electric vehicles: policy optimisation under different infrastructure investment scenarios	22
Novel efficient formulation and matheuristic for large-sized unrelated parallel machine scheduling with release dates	22
Competitive bi-agent flowshop scheduling to minimise the weighted combination of makespans	22
Joint encroachment and low-carbon propaganda decisions in a platform supply chain under cap-and-trade regulations	22
Digital twin application with horizontal coordination for reinforcement-learning-based production control in a re-entrant job shop	22
Delivery routing for a mixed fleet of conventional and electric vehicles with road restrictions	22
Design and optimisation of a green manufacturing-recycling network considering heavy metal pollutants – an electronic assembly case	21
Distributed job-shop rescheduling problem considering reconfigurability of machines: a self-adaptive hybrid equilibrium optimiser	21
Analysing perceived role of blockchain technology in SCM context for the manufacturing industry	21
Understanding the influential and mediating role of cultural enablers of AI integration to supply chain	21
One-dimensional multi-period cutting stock problems in the concrete industry	21
Balancing of assembly lines with collaborative robots: comparing approaches of the Benders’ decomposition algorithm	21
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data	21
Multiple multi-tier sustainable supply chain management: a social system theory perspective	21
Sustainable multi-objective process planning in reconfigurable manufacturing environment: adapted new dynamic NSGA-II vs New NSGA-III	21
A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision	21
Learning per-machine linear dispatching rule for heterogeneous multi-machines control	20
Network-based integer programming models for flexible process planning	20
Contracting with asymmetric information under government subsidy programmes in a bioenergy supply chain	20
Integrated optimization of order splitting and distribution routing for the front warehouse mode e-retailing	20
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation	20
Balancing collaborative human–robot assembly lines to optimise cycle time and ergonomic risk	20
Assessment of digital maturity: the role of resources and capabilities in digital transformation in B2B firms	20
From natural language to simulations: applying AI to automate simulation modelling of logistics systems	20
Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges	19
Order release optimisation for time-dependent and stochastic manufacturing systems	19
Designing socially optimal rates of tax and rebate structures in directing migration of risk-averse suppliers towards sustainable products	19
Opportunistic maintenance optimisation for offshore wind farm with considering random wind speed	19
Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review	19
Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: a structural approach	19
Surgery scheduling in the presence of operating room eligibility and dedicated surgeon: an adaptive composite dispatching method	19
Do the US president's tweets better predict oil prices? An empirical examination using long short-term memory networks	19
Industry 4.0 technologies as enablers of collaboration in circular supply chains: a systematic literature review	19
Analysis of bullwhip effect and inventory cost in the online closed-loop supply chain	19
State of the art, conceptual framework and simulation analysis of the ripple effect on supply chains	19
A quantitative approach to resilience in manufacturing systems	19
Optimising location, inventory and transportation in a sustainable closed-loop supply chain	19
A model integrating lean and green practices for viable, sustainable, and digital supply chain performance	19
Enablers of artificial intelligence adoption and implementation in production systems	18
Knowledge-based engineering approach for defining robotic manufacturing system architectures	18
Towards AI driven environmental sustainability: an application of automated logistics in container port terminals	18
Correction	18
Efficient path planning for automated guided vehicles using A* (Astar) algorithm incorporating turning costs in search heuristic	18
The impact of flexibility and redundancy on improving supply chain resilience to disruptions	18
How to use no-code artificial intelligence to predict and minimize the inventory distortions for resilient supply chains	18
Distributionally robust multi-period humanitarian relief network design integrating facility location, supply inventory and allocation, and evacuation planning	18
Equilibrium strategies of channel structure and RFID technology deployment in a supply chain with manufacturer encroachment	18
On the dynamics of return collection in closed-loop supply chains	18
Correction	18
Production and operations management for intelligent manufacturing: a systematic literature review	18
Linking the digital and sustainable transformation with supply chain practices	18
Benefits of market information and professional advice in a vertical agricultural supply chain: the role of government provision	18
Impacts of social distancing measures on global supply chain configuration	18
Blockchain empowerment: enhancing consumer trust and outreach through supply chain transparency	18
Exploring servitization and digital transformation of manufacturing enterprises: evidence from an industrial internet platform in China	18
Explainable reinforcement learning in production control of job shop manufacturing system	18
Optimising the booking horizon in healthcare clinics considering no-shows and cancellations	18
Toward supply chain viability theory: from lessons learned through COVID-19 pandemic to viable ecosystems	18