Journal of Engineering Design

Article	Citations
A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty	37
A novel transformer-enhanced and acoustic-based approach for wind turbine blade fault detection with integrated system implementation	30
Analysing the prosumer opportunity. Prosumer products’ success or failure	30
Lumos: AI-driven prompt optimisation tool for assisting conceptual design	29
A data-driven adaptive algorithm and decision support design of multisensory information fusion for prognostics and health management applications	29
A risk analysis method for implementation of additive manufacturing	27
Assessment of product resilience towards the changing customer requirements	24
Combining ChatGPT and knowledge graph for explainable machine learning-driven design: a case study	22
What’s more important for product design – usability or emotionality? An examination of influencing factors	22
Exploring synergies between AIGC and TRIZ in the optimisation of road cone design through integrated innovation methods	21
Documenting practice research: constraints and opportunities	19
Using linkography to understand the thinking differences of designers between engineering and art backgrounds in the early stages of the design process	19
Reference model for the development of prototypes based on C-K theory	19
Understanding long-term behaviour change techniques: a mixed methods study	17
Reasoning support for predicting requirement change volatility using complex network metrics	17
Vivid-persona: customizable persona tool with interactive and immersive experiences	16
Design Research Notes II	15
AIlantern: an AI-assisted workflow for designing and crafting intangible cultural heritage lantern	15
Effect of interdependence on team effectiveness during design problem-solving in first-year engineering	15
GPB and BAC: two novel models towards building an intelligent motor fault maintenance question answering system	15
An adaptive design approach for AIGC-based VR rehabilitation training systems	15
Investigating intelligent generation of multimodal creative stimuli in conceptual design: strategies and implications	15
Multilingual graph retrieval-augmented generation for product design using design knowledge	15
Machine learning-integrated random shape generation for brand-styled mouse design	14
Enhancing the environmental sustainability of product through ecodesign: a systematic review	14

Configuring products using NSGA-II: warranty profits, performance–price, and environmental emissions from the contractor perspective	13
A knowledge graph-based bio-inspired design approach for knowledge retrieval and reasoning	13
Research on resource analysis method based on attribute similarity and position weight for conceptual design	13
Human-robot collaboration assembly personalised safety detection method based on digital twin	12
BICAD bio-inspired design method and BICAD assistant design tool	12
Fostering the progressive deployment and standardisation of engineering processes – proposal of a dedicated framework for manufacturing SMEs	12
Evolving to multi-modal knowledge graphs for engineering design: state-of-the-art and future challenges	11
Sustainable design of bamboo weaving products based on style generative adversarial network and Grasshopper technology	11
Hyperparameter tuning design of performance indicators prediction for hydrogen fuel cells based on Bayesian optimisation with AIGC	11
An approach to coupling analysis for open architecture product	10
Integrating AIGC with design: dependence, application, and evolution - a systematic literature review	10
A generation framework of conceptual solutions integrating link prediction and large language model	10
Multiple Life-Cycle Products: A Review of Antecedents, Outcomes, Challenges, and Benefits in a Circular Economy	10
Local absorption of uncertainty in complex systems using resilient objects	10
Ensemble learning based multi-fidelity optimisation design method for radar stealth aircraft	10
Confirmation dialog box in the physical world: design strategies on tangible confirmation behavior in human-machine interaction	10
Delimiting design: expanding the limits of concurrency through set-based concurrent engineering	10
How best to capture the voice of the customer in new offer design? A Neuro Kano model	10
Modularity and new product performance: the role of new product development speed and task uncertainty	10
A complex network theory-based changes propagation control approach for variant design of production line	10
Designing dual ontological products for human factors: a machine learning and harmonistic knowledge-based computational support tool	9
An adaptive digital twin-based method for resilient design: a case study of high-speed train bogie	9
A systems engineering-integrated approach for functional architecture design of cyber-physical products	9
From theory to practice: a roadmap for applying dual-process theory in design cognition research	9
Intelligent design exploration method for complex engineered system architecture generation	9
Product emotional design method based on image metaphor: a technical note	9
Hybrid gene regulatory network for product styling construction in interactive evolutionary design	9
Mastering manufacturing: exploring the influence of engineering designers’ prior experience when using design for additive manufacturing	9
Ebb and flow: design fixation and creativity in professional groups	8
A hybrid NSGA-II for energy-efficient flexible job shop scheduling problem with finite multi-load AGV resources	8
Toward sustainable joint optimisation for product family and supply chain configuration with smart contracting consideration	8
Aesthetic shape generation system based on novelty and complexity	8
Evaluating reframing in behavioural design	8
A customer requirements analysis method of considering product scenarios for improving product design	8
Simulation of variation for manual assembly when mis-constraining occurs	7
Core components-oriented modularisation methodology for complex products	7
Knowledge-based product and process design synthesis of additively manufactured non-assembly mechanisms	7
Industrial logistics optimisation in transportation with fuzzing techniques and reverse engineering to secure proprietary traffic control systems	7
Investigating the generation of specific design knowledge: experimental validation of a qualitative modelling method	7
Crashworthiness optimisation and environmental impact assessment of a redesigned passenger coach integrating lean design-for-X framework	7
Exploring the complex mapping between user perception and product form: a case study of air purifiers	7
An expert system for analysing the printability and integratability of assembly structures under the context of design for additive manufacturing	7
Optimal scheme of open design based on co-designer involvement and the dynamic FBSC model	7
AskNatureGPT: an LLM-driven concept generation method based on bio-inspired design knowledge	6
Advancing engineering design problem-exploring practice: interviews with industry professionals	6
Computerised design, simulation of meshing and stress analysis of bionic logarithmic spiral spur gear drives	6
A practical and ready handbook for mechanical designers and design educators? A review of design optimization using MATLAB® and SOLIDWORKS® by Krishnan Suresh	6
Emotion-driven action interaction design in small quadruped robots: leveraging NXEIK multilevel network	6
A comparative study on retrieval-augmented generation and chain-of-thought applications for LLM-assisted engineering design ideation	6
Human-centered AI design: developers’ perspectives	6

Extraction and linking of motivation, specification and structure of inventions for early design use	6
A bi-level collaborative optimisation framework designed with flexible maintenance windows and service charges for high-speed train overhaul scheduling	6
Value chain design through synergistic optimisation of configuration and operation of value activities: an application case of cold chain logistics	6
The power and potential of Behavioural Design: practice, methodology, and ethics	6
Leveraging deep reinforcement learning for design space exploration with multi-fidelity surrogate model	6
An evolutionary graph of product service system research topics based on bibliometric analysis and topic modelling	6
A predictive production-logistics cooperation method for service-oriented smart discrete manufacturing system	6
A surrogate model-assisted robustness-oriented tolerance design method based on ‘reverse model’	5
A systematic literature review of sustainable design of complex customised products in Industry 5.0: connotation, methodologies and prospects	5
Facial expression recognition: a novel approach to captcha design	5
Multi-modal online review driven product improvement design based on scientific effects knowledge graph	5
Technology fitness landscape for design innovation: a deep neural embedding approach based on patent data	5
Online monitoring and evaluation for conceptual design of product morphological structure driven by the retrospective analysis of cognitive behaviour	5
The economics of additive manufacturing and topology optimisation – a case analysis of the electric scooter	5
Comfort weight analysis for optimising ergonomic cabin design of a drilling rig machine using three-dimensional human simulation	5
Automatic generation of system model diagrams driven by multi-source heterogeneous data	5
A smart jewelry CMF design based on Kansei engineering and Q-KANO model	5
Social manufacturing supply-demand service matching design based on knowledge graphs and graph convolutional networks	5
A knowledge-guided process planning approach with reinforcement learning	5
A resilient design method for curved conformal circuits printing system based on substrate reconstruction and optimal mapping	5
Research on the association mechanism and evaluation model between EMG data and product aesthetic quality in product aesthetics evaluation	5
A deep learning approach for balance optimisation of patch panel assembly line	5
Optimization of a non-pneumatic tire using design of experiments and machine learning techniques	5
A systematic literature review of changeability in engineering systems along the life cycle	5
An optimal resonance sparse signal decomposition model for equipment intelligent maintenance in a smart factory	5
Association change and its relationship with designs in context and form: how product evaluation is affected by negative framings	5
AI-driven exploration system of emotional and stylistic expressions in calligraphy	5
A new design for additive manufacturing method: applied on the bound metal deposition process	5
Missing requirements completion and rule mining optimisation for resilient design of customised products	4
Empowering design innovation using AI-generated content	4
Bridging the research-practice gap: understanding the knowledge exchange between design research and social design practices	4
PSR-GAN: a product concept sketch rendering method based on generative adversarial network and colour tags	4
Leveraging behavioural economics in smart nudge design through data-driven prospect-theoretic modelling and context-aware intelligent reasoning: application to smart tip nudging	4
Research on propagation routing optimisation of product design change considering multi-domain network collaboration	4
Reconciling platform vs. product optimisation by value-based margins on solutions and parameters	4
Uncovering emerging technologies in intelligent manufacturing via graph classification of community characteristics	4
Hybrid uncertainty analysis and optimisation based on probability box for bus powertrain mounting system	4
Set-based design techniques for the systematic and interactive exploration of complex product evolvability	4
New design: opportunities for engineering design in an era of digital transformation	4
A multi-granularity personalised semantic fusion approach for conceptual design decision-making: integrating BERT and prospect theory	4
A closed-loop human-computer interactive design method based on sequential human intention prediction and knowledge recommendation	4
The EMPATHS method: assessing patients’ emotional reactions to healthcare from a service design approach	4
Incorporating the dynamic natures into prioritization of customer requirements	4
Research on multi-objective optimisation of product form design based on kansei engineering	4
Exploring topic modelling for generalising design requirements in complex design	4
Automating the conceptual design of residental areas using visual and generative programming	4
A modular visuo-haptic mixed reality (VHMR) aided prototype technique for in-vehicle human-machine interaction (HMI) evaluations	4
Incorporating reverse quality dimensions for comprehending customer perception of fulfilment in Kano better and worse indices	4
Graph reinforcement learning-based machining-assembly dual-shop production scheduling	4
Design and evaluation of smart blood pressure monitor oriented to user needs	4
Research on product combined invention method oriented to design for patentability	4
Novice engineer vs. machine: comparing artificial neural network predictions with student estimates of market price using function structure models	4
Boosting resilience design of cargo UAVs: a fault diagnosis method utilizing MRKG and LLM-FCT reasoning	4
Innovation level in set-based design: an integrated approach with chosen-to-fit and custom-to-fit solutions	4
Innovative design of multi-contradiction systems based on the function-structure model	4
A case-based knowledge graph with reinforcement learning for intelligent design approach of complex product	3
How much workload is a ‘good’ workload for human beings to meet the deadline: human capacity zone and workload equilibrium	3
An integrated decision-making approach to evaluating design schemes under heterogeneous fuzzy environment	3
Research on emotional design of smart home products for the elderly based on technology acceptance modelling	3
Risk-based maintenance strategy for oil transfer pipelines using an intuitionistic fuzzy computational approach	3
Design for reversed additive manufacturing low-melting-point alloys	3
Multi-material topology optimisation with design-dependent loads using the ordered EAMP quadratic penalty method	3
A field-based knowledge graph assisted conceptual design for structure configuration of engineering equipment	3
Evaluation of design properties of electric and combustion cars based on eye tracking	3
Intelligent fault diagnosis for high-speed bearing towards unbalanced samples via convolutional weight adaptive network	3
Design research in healthcare: a systematic literature review of key design journals	3
A knowledge graph-aided decision guidance method for product conceptual design	3
Image regression-based digital qualification for simulation-driven design processes, case study on curtain airbag	3
STEM Integration through shared practices: examining secondary science and engineering technology students’ concurrent think-aloud protocols	3
Optimising logistics in intelligent transportation systems through CNN-IT: a convolutional neural network approach for enhanced efficiency and precision	3
A novel pattern language method for tradespace exploration: application to space mission architecting	3
Engineering equipment conceptual design methodology: using function units configuration and schemes iterative solution	3
Advance intervention of recessive ill-conditioned feature: the early-stage design method based on system recessive inheritance	3
Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget	3
A twofold update quantum-inspired genetic algorithm for efficient combinatorial optimal decisions in engineering system design and operations	3
Optimisation method of product family supplier selection based on data mining under carbon neutral policy	3
Computer-aided design as a research instrument for engineering design: supporting multiple methods by observing artifacts, actors, and actions	3
A systematic study of biological SE systems from complexity and design perspectives	3
Correction	3
Resilience enhancement of complex manufacturing systems based on critical theory	3

An effective design freeze strategy for establishing design rules in modular product development	2
Data-informed active design space reduction and optimisation using self-organising maps	2
Smart industrial information integration: a lightweight privacy protection model in an intelligent manufacturing architecture	2
Effects of product personalisation degree on user perception in car front design	2
Multi-objective disassembly line design and optimisation considering energy efficiency and human factors	2
Recommender systems as co-design tools: empowering human-AI hybrid intelligence in complex design networks	2
Enhancing patent retrieval using text and knowledge graph embeddings: a technical note	2
Ambiguity in behavioural design: exploring how ambiguity in motivation, capabilities, and opportunities leads to unexpected outcomes	2
Conceptual modelling method of multi-abstraction level digital twin based on extended RFLP model	2
An investigation into the current state of education in Design for Additive Manufacturing	2
A tea packaging design method based on artificial intelligence generated content	2
Examination of common mistakes for successful leveraging the Kano model and proposal for enhancement	2
Agile conceptual design and validation based on multi-source product data and large language models: a review, framework, and outlook	2
Evaluation of the ACAP analysis method for process-based validation of textual and graphical design methods	2
Comparing optimisation strategies of building design students and expert practitioners across subtasks	2
A knowledge graph – based requirement identification model for products remanufacturing design	2
Seeing is believing: investigating the influence of transparency on consumers’ product perceptions and attitude	2
Product innovation design methods based on multi-biological knowledge inspiration	2
Journal of Engineering Design (JED) awards and recognition 2023	2
Visual-triggered contextual guidance for lithium battery disassembly: a multi-modal event knowledge graph approach	2
Functional coupling analysis and resilience design method based on Bayesian network	2
Effects of activity time limitation on gesture elicitation for form creation	2
DM-CAM: A novel product design method combining diffusion models and class activation mapping for enhanced user-driven design	2
Meta-X design: from tools to partners in human–machine co–creation for industry 5.0	2