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检索条件"任意字段=Conference on Design for Manufacturability through Design-Process Integration"

共 5152 条记录，以下是161-170 订阅

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INTEGRATING CONDITIONAL SHAPE EMBEDDING WITH GENERATIVE ADVERSARIAL NETWORK -TO ASSESS RASTER FORMAT ARCHITECTURAL SKETCH

INTEGRATING CONDITIONAL SHAPE EMBEDDING WITH GENERATIVE ADVE...

引用

Annual Modeling and Simulation conference (ANNSIM)

作者： Tu, Han Shi, Yichao Xu, Meng MIT Dept Architecture 77 Massachusetts Ave Cambridge MA 02139 USA Georgia Inst Technol Sch Architecture 245 4th St NW Atlanta GA USA Aalto Univ Dept Architecture Otakaari 1B Espoo 02150 Finland

ISBN: (纸本)9781713873280

Automatic assessments of building plans are uncommon in the early design stages, especially when schematic sketches are in raster format. Existing design evaluation tools, such as fire code reviewers, primarily evaluate vector format images that contain complete building information in the late design stage. These tools use conditional shape-embedding techniques to analyze the vector images. However, there are limitations to identifying and evaluating drawings through vector-shape relationships. Our research aimed to develop tools that can automatically assess schematic sketches in raster format to overcome the limitations of existing tools. We integrated a conditional shape-embedding tool, named Shape Machine, to assess vector images, with machine learning techniques to assess raster sketches. This integration enables the evaluation of fire evacuation sketches in the early stages of the design process, thereby improving design efficiency and reducing costs. Moreover, in the future, this integration could allow the evaluation of designs in multiple image formats.

关键词： Machine Learning Shape Grammar design Assessment Fire Codes Generative Adversarial Network

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Research on Lattice Optimization of Foundation Structure in Unmanned Surface Vehiclea 34th

Research on Lattice Optimization of Foundation Structure in ...

引用

34th International Ocean and Polar Engineering conference, ISOPE 2024

作者： Zhu, Junxia Wang, Yuan Xu, Bo Wu, Jiameng Wu, Wenwang Marine Design & Research Institute of China China Shanghai Key Laboratory of Ship Engineering China School of Ocean and Civil Engineering Shanghai Jiao Tong University Shanghai China

ISBN: (纸本)9781880653784

Traditional foundation structure for unmanned vehicle typically adopts conventional plate-stiffener structures, and the low-frequency vibration reduction effect is not ideal, and the space for further optimization is limited, so it is an urgent need to apply novel design concepts for structural optimization. With the rise of additive manufacturing technology, the manufacture of lattice structures has become feasible. Lattice structures with gradient distribution show excellent mechanical properties, but the disadvantage is that the gradient distribution designed is always based on human experience. In order to fully match actual loads and achieve the integration of structural and functional design, a two-stage optimization strategy is employed to obtain the gradient design of lattice structures based on the main load transmission paths. Taking unmanned vehicle equipment foundation structure as the research subject, the optimization of design space, constraint settings, and manufacturing process constraints in optimization are explored. through the two-stage optimization process, the design scheme of foundation lattice structure with gradient design is finally obtained. Optimization results indicate that the foundation lattice structure, compared to conventional designs, can effectively enhance vibration damping performance, achieve significant weight reduction, and have higher stiffness. © 2024 by the International Society of Offshore and Polar Engineers (ISOPE).

关键词： Foundations

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designing Urban Noticing Probes for Community Animals and Cohabitation in Türkiye 25

Designing Urban Noticing Probes for Community Animals and Co...

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2025 CHI conference on Human Factors in Computing Systems, CHI 2025

作者： Cucumak, Sena Subasi, Ozge Media and Visual Arts Futurewell: CoCreation and Wellbeing Lab Koç University Istanbul Turkey

ISBN: (纸本)9798400713941

design tools and probing, in particular, have long offered critical perspectives in HCI, broadening the understanding of who benefits from the design. Further, the designerly implementation of critical perspectives and theories using tools such as probes can support HCI designers with theoretically informed dialogical tools. However, these approaches and processes are majorly designed to understand human interactions. In this paper, we introduce urban noticing probes developed to decentre the humans in multispecies interactions by following the arts of noticing theory: noticing into, for, and through within urban relationality, focusing on the case of community animals in Türkiye. Our goal is to create a better understanding of the functions of "urban noticing probes"for HCI designers and researchers to (1) gain relational and reflexive awareness, (2) identify intervention spaces for multispecies cohabitation, and (3) explore future design directions for urban noticing probes. © 2025 Copyright held by the owner/author(s).

关键词： design for manufacturability

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Teaching Structural design to Architecture Students: A Case Study on Footbridge design Exercise for Undergraduate Students 3rd

Teaching Structural Design to Architecture Students: A Case ...

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3rd International conference on Sustainable Civil Engineering and Architecture, ICSCEA 2023

作者： Rian, Iasef Md. Department of Architecture Xi’an Jiaotong-Liverpool University Suzhou215123 China

ISBN: (纸本)9789819974337

This paper represents an action research-based inductive teaching approach to structural design to architecture students through a given task of freestyle footbridge design. The objective is to educate undergraduate architecture students about the basic understanding of structural systems and their integration into design through the appropriate choices of materials based on their structural and architectural qualities. The main aim was to convey the importance of a collaborative design approach from the early design stage and during the design progress. For this reason, an architect needs to have a basic understanding and logic of structures. This paper highlights the different classifications of structural systems so that students can have a basic idea of structural typologies that can fit with their design vision. Students were given two routes to design the footbridge. One is the ‘form-making’ approach, through which they can come up with the bridge design form based on the context and design concept and then select an appropriate structural system to develop the final design. This is a linear process. Another is the ‘form-finding’ approach, through which students will first set the structural conditions and restrictions and then find suitable force-based forms either by physical model testing or digital tools. Here, some sample footbridge designs of ‘form-making’ and ‘form-finding’ are represented. © 2024, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Students

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Physical Computational Models for Horizontal Learning in STEM 53

Physical Computational Models for Horizontal Learning in STE...

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53rd IEEE ASEE Frontiers in Education International conference, FIE 2023

作者： Liu, Ting Quek, Francis Hordemann, Glen Texas A&m University College StationTX United States

ISBN: (纸本)9798350336429

'What are we learning this for?' is a common refrain heard in education. Showing how engineering practices are relevant to everyday needs like building science models in K-12 classes may lead to greater motivation for students in STEM learning. This paper investigates how horizontal integration of different streams of learning may enable students to see why and how each element of knowledge is relevant to the whole. By combining microcontroller-based electronics, programming, and 3D design and fabrication to build science models, students may develop a stronger appreciation of how the component technologies interrelate (internal contextualization) and how these integrated computational models contribute to the enterprise of science (external contextualization). Furthermore, students in science classrooms see how computation can make physical models dynamic to represent changes and relationships more effectively. The implicit representational science models and the incorporation of technology and computation into a regular science curriculum make the knowledge transferable beyond an individual lesson. Students learn the component technologies cumulatively through a sustained process of engagement across multiple science modeling projects. The major challenges of this approach are how the science modeling projects may be designed and what factors have to be considered in the designs to realize this learning progression. To answer these questions, this paper describes a rigorous design process for the Physical Computational Models (PCMs) that incorporates science model correctness, progression of learning across all streams, pedagogical efficacy, classroom dynamics and manufacturability. In addition, we implemented a year-long project using our Horizontal Learning (HL) approach at two local public schools. This paper reports in detail two PCMs we developed for authentic 5th and 6th grade classrooms to illustrate the integration of the learning streams in science, compu

关键词： 5th and 6th grade classrooms Computation Engineering education Horizontal learning Leaning progression Science models STEM integration Sustained learning

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design and Application of Rugby-shaped Self-balancing Vehicle Based on Body Sensing Interaction 8

Design and Application of Rugby-shaped Self-balancing Vehicl...

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8th IEEE Information Technology and Mechatronics Engineering conference, ITOEC 2025

作者： Qiao, Caiying Sun, Zhe Zhang, Yajuan Liu, Qun Beijing Polytechnic Mechanical and Electrical Engineering College Beijing China Beijing Institute of Aerospace Micro-Systems and Information Technology Beijing China

ISBN: (纸本)9798331517915

Somatosensory interaction is another new starting point for the transformation of human-computer interaction mode after mouse and multi-touch. through the analysis of the sensory characteristics of the human body, the interactive way of human instinct, body movements, body experience and surrounding devices or environment is understood, and how to bring good experience to users in the interactive environment of body sense is analyzed, and the potential design needs of users are explored. On this basis, the function and principle of the product are analyzed, the user's operation behavior is analyzed, and the defects and deficiencies in the human-computer interaction process are summarized according to the human-computer interaction standard. through the above research, the factors affecting the body sense interaction of the self-balancing car are obtained, the body sense interaction design theory is combined with the investigation and analysis of the self-balancing car, the body sense interaction is applied to the football type self-balancing car, the innovative design objectives and design ideas of the self-balancing car are summarized, and the innovative design is carried out from the comprehensive consideration of the appearance characteristics, control methods, interactive experience and other factors. © 2025 IEEE.

关键词： design for manufacturability

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Data-Driven Employee Training and Development Path Recommendation System design and Application

Data-Driven Employee Training and Development Path Recommend...

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2024 International conference on Telecommunications and Power Electronics, TELEPE 2024

作者： Li, Weina Ma, Yue State Grid East Inner Mongolia Electric Power Supply Co. Ltd Inner Mongolia Hohhot010000 China

ISBN: (纸本)9798350369212

This research is dedicated to the design and application of a data-driven employee training and development path recommendation system that aims to improve the efficiency and personalization of employee training. By collecting and analyzing employee data, the system is able to tailor the best training and development path for each employee based on their learning history, skill level, and career goals. In this paper, we first outline the fundamentals of the data-driven approach and describe the importance of employee training and development and the limitations of existing systems. Then, we detail the design and construction process of the system, including data collection and processing, algorithm selection and development, and interface design and user experience. Subsequently, we analyze the application effect of the system through practical application cases, and propose the corresponding effect evaluation methods and indicators. Finally, we discuss the challenges faced by the system, such as data privacy and security and the integration of deep learning and artificial intelligence, and look forward to the future development direction of personalized learning path optimization. through this study, we hope to provide a smarter and more effective solution for employee training and development, thus enhancing the overall performance and competitiveness of the organization. © 2024 IEEE.

关键词： Recommender systems

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Enhancing Nanophotonic Device Inverse design through a Class Conditional Generative Adversarial Network with Integrated Classifier on StyleGAN2-ADA Framework 15

Enhancing Nanophotonic Device Inverse Design Through a Class...

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15th International conference on Ubiquitous and Future Networks (ICUFN)

作者： Gu, Chanhoe Baek, Sun Jae Lee, Minhyeok Chung Ang Univ Dept Intelligent Semicond Engn Seoul South Korea Chung Ang Univ Sch Elect & Elect Engn Seoul South Korea

ISBN: (纸本)9798350385304;9798350385298

This paper proposes a novel Class Conditional Generative Adversarial Network (CCGAN) tailored for the inverse design of high-resolution nanophotonic device images, with a focus on achieving optimal transmittance at specific wavelengths. The motivation of this research is rooted in the limitations of conventional computational methodologies in nanophotonics, which rely heavily on expert intuition and computational simulators to validate designs. These approaches not only demand extensive computational resources but also bear the risk of escalated costs due to potential design failures. Addressing these challenges, our study leverages the inverse design paradigm, utilizing generative models, to directly derive device structures from desired features. Our proposed CCGAN model introduces significant enhancements to the StyleGAN2-ADA architecture, integrating a classifier that utilizes contrastive loss alongside classification loss to refine the design generation process. This integration facilitates the learning of complex data distributions and the generation of detailed patterns, overcoming the limitations of previous models. The experimental framework employs datasets generated with MaxwellFDFD, a solver for finite-difference frequency-domain (FDFD) Maxwell's equations, categorized by maximum transmittance at specific wavelengths. Quantitative evaluation through the Frechet Inception Distance (FID) metric demonstrates our model's superior performance, achieving significant reductions in FID values compared to the baseline StyleGAN2-ADA model and other prior models. Moreover, our model also demonstrates superior accuracy in comparison to other models. This research not only advances the field of nanophotonics by providing a robust computational framework for the inverse design of nanodevices but also opens avenues for future exploration into advanced techniques such as diffusion models for further enhancing design accuracy and quality.

关键词： Inverse design Generative Adversarial Networks StyleGAN2-ADA Nanophotonics Class Conditional GAN

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design & Futures – A process Model Integrating design Thinking and Strategic Foresight 1

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25th International conference on Human-Computer Interaction , HCII 2023

作者： Serio, Jeffrey David Business Academy Aarhus Viby J 8260 Aarhus Denmark

ISBN: (数字)9783031359897

ISBN: (纸本)9783031359880

The paper presents a practical process model that integrates design thinking and strategic foresight. The model is proposed by comparing different design thinking and strategic foresight processes, with the methods required to undertake the process presented. Each phase of the model is described, along with the benefits of their integration. Finally, the model is applied, and benefits of an integrated process reflected upon through expert interviews and co-creation workshops with companies developing new product or service innovations. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： design

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Research on reuse method of electronic product debugging process knowledge based on ontology model 5

Research on reuse method of electronic product debugging pro...

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5th International conference on Mechanical Engineering, Intelligent Manufacturing, and Mechatronics, MEIMM 2024

作者： Lei, Wen The 10th Research Institute of CETC Sichuan Chengdu610036 China

ISBN: (数字)9781510686786

ISBN: (纸本)9781510686779

Existing methods in electronic product debugging processes often suffer from low standardization and design efficiency. To address these shortcomings, our proposed method combines ontology technology and semantic reasoning technology. By constructing a standardized electronic product debugging process ontology model and utilizing SWRL (Semantic Web Rule Language) rules, we enhance reasoning capabilities and facilitate knowledge reuse. The integration of the Drools inference engine further improves the efficiency of the debugging process *** research results demonstrate a significant improvement in the efficiency of debugging process design and a reduction in manual input. through the utilization of the proposed method, the inference outcomes are generated efficiently, enabling the reuse of process knowledge. This study highlights the importance of ontology modeling and SWRL rules in enhancing the efficiency and effectiveness of electronic product debugging processes. © 2024 SPIE.

关键词： Ontology

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