Journal of Engineering Design

Article	Citations
A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty	28
Analysing the prosumer opportunity. Prosumer products’ success or failure	28
A novel transformer-enhanced and acoustic-based approach for wind turbine blade fault detection with integrated system implementation	26
Lumos: AI-driven prompt optimisation tool for assisting conceptual design	25
Modularisation of system architecture to improve system recoverability: a unique application of design structure matrix	24
A risk analysis method for implementation of additive manufacturing	23
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	22
Assessment of product resilience towards the changing customer requirements	19
A data-driven adaptive algorithm and decision support design of multisensory information fusion for prognostics and health management applications	19
Vivid-persona: customizable persona tool with interactive and immersive experiences	18
Documenting practice research: constraints and opportunities	18
Combining ChatGPT and knowledge graph for explainable machine learning-driven design: a case study	18
Using linkography to understand the thinking differences of designers between engineering and art backgrounds in the early stages of the design process	16
Reference model for the development of prototypes based on C-K theory	15
Reasoning support for predicting requirement change volatility using complex network metrics	15
Understanding long-term behaviour change techniques: a mixed methods study	15
Configuring products using NSGA-II: warranty profits, performance–price, and environmental emissions from the contractor perspective	15
An adaptive design approach for AIGC-based VR rehabilitation training systems	15
Enhancing the environmental sustainability of product through ecodesign: a systematic review	14
Research on resource analysis method based on attribute similarity and position weight for conceptual design	14
GPB and BAC: two novel models towards building an intelligent motor fault maintenance question answering system	14
Multilingual graph retrieval-augmented generation for product design using design knowledge	13
Investigating intelligent generation of multimodal creative stimuli in conceptual design: strategies and implications	13
Design Research Notes II	13

Human-robot collaboration assembly personalised safety detection method based on digital twin	12
Effect of interdependence on team effectiveness during design problem-solving in first-year engineering	12
A knowledge graph-based bio-inspired design approach for knowledge retrieval and reasoning	12
BICAD bio-inspired design method and BICAD assistant design tool	11
Fostering the progressive deployment and standardisation of engineering processes – proposal of a dedicated framework for manufacturing SMEs	11
An approach to coupling analysis for open architecture product	11
A complex network theory-based changes propagation control approach for variant design of production line	10
Modularity and new product performance: the role of new product development speed and task uncertainty	10
A model-based systems engineering approach for developing modular system architectures	10
Sustainable design of bamboo weaving products based on style generative adversarial network and Grasshopper technology	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
Hyperparameter tuning design of performance indicators prediction for hydrogen fuel cells based on Bayesian optimisation with AIGC	10
Evolving to multi-modal knowledge graphs for engineering design: state-of-the-art and future challenges	10
Local absorption of uncertainty in complex systems using resilient objects	10
Integrating AIGC with design: dependence, application, and evolution - a systematic literature review	10
Multiple Life-Cycle Products: A Review of Antecedents, Outcomes, Challenges, and Benefits in a Circular Economy	10
Product emotional design method based on image metaphor: a technical note	9
Designing dual ontological products for human factors: a machine learning and harmonistic knowledge-based computational support tool	9
Aesthetic shape generation system based on novelty and complexity	9
Hybrid gene regulatory network for product styling construction in interactive evolutionary design	9
Intelligent design exploration method for complex engineered system architecture generation	9
Confirmation dialog box in the physical world: design strategies on tangible confirmation behavior in human-machine interaction	9
Mastering manufacturing: exploring the influence of engineering designers’ prior experience when using design for additive manufacturing	8
Ebb and flow: design fixation and creativity in professional groups	8
Core components-oriented modularisation methodology for complex products	8
An expert system for analysing the printability and integratability of assembly structures under the context of design for additive manufacturing	8
From theory to practice: a roadmap for applying dual-process theory in design cognition research	8
Exploring the complex mapping between user perception and product form: a case study of air purifiers	8
A customer requirements analysis method of considering product scenarios for improving product design	8
Industrial logistics optimisation in transportation with fuzzing techniques and reverse engineering to secure proprietary traffic control systems	8
Evaluating reframing in behavioural design	8
Toward sustainable joint optimisation for product family and supply chain configuration with smart contracting consideration	8
Simulation of variation for manual assembly when mis-constraining occurs	7
Extraction and linking of motivation, specification and structure of inventions for early design use	7
Optimal scheme of open design based on co-designer involvement and the dynamic FBSC model	7
Value chain design through synergistic optimisation of configuration and operation of value activities: an application case of cold chain logistics	7
Review of Integrated Design Engineering, Interdisciplinary and Holistic Product Development	7
The power and potential of Behavioural Design: practice, methodology, and ethics	7
Crashworthiness optimisation and environmental impact assessment of a redesigned passenger coach integrating lean design-for-X framework	7
Investigating the generation of specific design knowledge: experimental validation of a qualitative modelling method	7
Knowledge-based product and process design synthesis of additively manufactured non-assembly mechanisms	7
A hybrid NSGA-II for energy-efficient flexible job shop scheduling problem with finite multi-load AGV resources	7
Advancing engineering design problem-exploring practice: interviews with industry professionals	7
A predictive production-logistics cooperation method for service-oriented smart discrete manufacturing system	6
AskNatureGPT: an LLM-driven concept generation method based on bio-inspired design knowledge	6
Human-centered AI design: developers’ perspectives	6
An evolutionary graph of product service system research topics based on bibliometric analysis and topic modelling	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

Leveraging deep reinforcement learning for design space exploration with multi-fidelity surrogate model	6
A new design for additive manufacturing method: applied on the bound metal deposition process	5
Technology fitness landscape for design innovation: a deep neural embedding approach based on patent data	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
The economics of additive manufacturing and topology optimisation – a case analysis of the electric scooter	5
Emotion-driven action interaction design in small quadruped robots: leveraging NXEIK multilevel network	5
Research on the association mechanism and evaluation model between EMG data and product aesthetic quality in product aesthetics evaluation	5
Association change and its relationship with designs in context and form: how product evaluation is affected by negative framings	5
Facial expression recognition: a novel approach to captcha design	5
Automatic generation of system model diagrams driven by multi-source heterogeneous data	5
Online monitoring and evaluation for conceptual design of product morphological structure driven by the retrospective analysis of cognitive behaviour	5
An optimal resonance sparse signal decomposition model for equipment intelligent maintenance in a smart factory	5
Multi-modal online review driven product improvement design based on scientific effects knowledge graph	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	4
Comfort weight analysis for optimising ergonomic cabin design of a drilling rig machine using three-dimensional human simulation	4
Exploring topic modelling for generalising design requirements in complex design	4
Incorporating the dynamic natures into prioritization of customer requirements	4
Bridging the research-practice gap: understanding the knowledge exchange between design research and social design practices	4
Missing requirements completion and rule mining optimisation for resilient design of customised products	4
Innovative design of multi-contradiction systems based on the function-structure model	4
Hybrid uncertainty analysis and optimisation based on probability box for bus powertrain mounting system	4
A deep learning approach for balance optimisation of patch panel assembly line	4
Empowering design innovation using AI-generated content	4
Boosting resilience design of cargo UAVs: a fault diagnosis method utilizing MRKG and LLM-FCT reasoning	4
Novice engineer vs. machine: comparing artificial neural network predictions with student estimates of market price using function structure models	4
Research on propagation routing optimisation of product design change considering multi-domain network collaboration	4
Research on multi-objective optimisation of product form design based on kansei engineering	4
Uncovering emerging technologies in intelligent manufacturing via graph classification of community characteristics	4
A modular visuo-haptic mixed reality (VHMR) aided prototype technique for in-vehicle human-machine interaction (HMI) evaluations	4
Reconciling platform vs. product optimisation by value-based margins on solutions and parameters	4
A systematic literature review of sustainable design of complex customised products in Industry 5.0: connotation, methodologies and prospects	4
A surrogate model-assisted robustness-oriented tolerance design method based on ‘reverse model’	4
New design: opportunities for engineering design in an era of digital transformation	4
Automating the conceptual design of residental areas using visual and generative programming	4
A multi-granularity personalised semantic fusion approach for conceptual design decision-making: integrating BERT and prospect theory	4
Set-based design techniques for the systematic and interactive exploration of complex product evolvability	4
Innovation level in set-based design: an integrated approach with chosen-to-fit and custom-to-fit solutions	4
A smart jewelry CMF design based on Kansei engineering and Q-KANO model	4
Optimisation method of product family supplier selection based on data mining under carbon neutral policy	3
Graph reinforcement learning-based machining-assembly dual-shop production scheduling	3
A twofold update quantum-inspired genetic algorithm for efficient combinatorial optimal decisions in engineering system design and operations	3
Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget	3
Leveraging behavioural economics in smart nudge design through data-driven prospect-theoretic modelling and context-aware intelligent reasoning: application to smart tip nudging	3
STEM Integration through shared practices: examining secondary science and engineering technology students’ concurrent think-aloud protocols	3
Engineering equipment conceptual design methodology: using function units configuration and schemes iterative solution	3
A case-based knowledge graph with reinforcement learning for intelligent design approach of complex product	3
Image regression-based digital qualification for simulation-driven design processes, case study on curtain airbag	3
How much workload is a ‘good’ workload for human beings to meet the deadline: human capacity zone and workload equilibrium	3
Incorporating reverse quality dimensions for comprehending customer perception of fulfilment in Kano better and worse indices	3
PSR-GAN: a product concept sketch rendering method based on generative adversarial network and colour tags	3
Research on emotional design of smart home products for the elderly based on technology acceptance modelling	3
Evaluation of design properties of electric and combustion cars based on eye tracking	3
A knowledge graph-aided decision guidance method for product conceptual design	3
Design for reversed additive manufacturing low-melting-point alloys	3
Design and evaluation of smart blood pressure monitor oriented to user needs	3
A closed-loop human-computer interactive design method based on sequential human intention prediction and knowledge recommendation	3
An integrated decision-making approach to evaluating design schemes under heterogeneous fuzzy environment	3
Design research in healthcare: a systematic literature review of key design journals	3
Advance intervention of recessive ill-conditioned feature: the early-stage design method based on system recessive inheritance	3
Risk-based maintenance strategy for oil transfer pipelines using an intuitionistic fuzzy computational approach	3
Intelligent fault diagnosis for high-speed bearing towards unbalanced samples via convolutional weight adaptive network	3
A systematic study of biological SE systems from complexity and design perspectives	3
Enhancing patent retrieval using text and knowledge graph embeddings: a technical note	2
An investigation into the current state of education in Design for Additive Manufacturing	2
Seeing is believing: investigating the influence of transparency on consumers’ product perceptions and attitude	2
Evaluation of the ACAP analysis method for process-based validation of textual and graphical design methods	2
Smart industrial information integration: a lightweight privacy protection model in an intelligent manufacturing architecture	2
Effects of activity time limitation on gesture elicitation for form creation	2
DeepMorpher: deep learning-based design space dimensionality reduction for shape optimisation	2
A question answering system for assembly process of wind turbines based on multi-modal knowledge graph and large language model	2
Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy	2
A knowledge graph – based requirement identification model for products remanufacturing design	2
Journal of Engineering Design (JED) awards and recognition 2023	2
Agile conceptual design and validation based on multi-source product data and large language models: a review, framework, and outlook	2
An effective design freeze strategy for establishing design rules in modular product development	2
Comparing optimisation strategies of building design students and expert practitioners across subtasks	2
A field-based knowledge graph assisted conceptual design for structure configuration of engineering equipment	2
Multi-material topology optimisation with design-dependent loads using the ordered EAMP quadratic penalty method	2

Computer-aided design as a research instrument for engineering design: supporting multiple methods by observing artifacts, actors, and actions	2
Resilience enhancement of complex manufacturing systems based on critical theory	2
Ambiguity in behavioural design: exploring how ambiguity in motivation, capabilities, and opportunities leads to unexpected outcomes	2
Two-stage approach to causality analysis-based quality problem solving for discrete manufacturing systems	2
Enabling the identification of multi-product assembly system architectures – a new method and its application in the automotive industry	2
Combining style generative adversarial networks with particle swarm optimisation-support vector regression to design affective social robot for public health intervention	2
Multi-objective disassembly line design and optimisation considering energy efficiency and human factors	2
Effects of product personalisation degree on user perception in car front design	2
DM-CAM: A novel product design method combining diffusion models and class activation mapping for enhanced user-driven design	2
A tea packaging design method based on artificial intelligence generated content	2
Visual-triggered contextual guidance for lithium battery disassembly: a multi-modal event knowledge graph approach	2
A novel pattern language method for tradespace exploration: application to space mission architecting	2
Product innovation design methods based on multi-biological knowledge inspiration	2
Optimising logistics in intelligent transportation systems through CNN-IT: a convolutional neural network approach for enhanced efficiency and precision	2
Refined metric for a-posteriori novelty assessments	2
Data-informed active design space reduction and optimisation using self-organising maps	2
Data as design material: innovating smart artefacts and connected products development with the Data-Driven Design Framework (D3F)	2
The impact of graduate student goal orientation on design projects	2
Impacts of product structural characteristics on modular performance with virtual DSM data mining	2
Modelling the cost-benefit impact of integrated product modularisation and postponement in the supply chain for pharmaceutical mass customisation	2
Examination of common mistakes for successful leveraging the Kano model and proposal for enhancement	2
Conceptual modelling method of multi-abstraction level digital twin based on extended RFLP model	2
Recommender systems as co-design tools: empowering human-AI hybrid intelligence in complex design networks	2