27 results on '"McAdams, Daniel"'
Search Results
2. Charting a Course for Computer-Aided Bio-Inspired Design
- Author
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Stone, Robert B., Goel, Ashok K., McAdams, Daniel A., Goel, Ashok K, editor, McAdams, Daniel A, editor, and Stone, Robert B., editor
- Published
- 2014
- Full Text
- View/download PDF
3. Concept Generation from the Functional Basis of Design
- Author
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International Conference on Engineering Design (15th : 2005 : Melbourne, Vic.), Bryant, Cari R, Stone, Robert B, McAdams, Daniel A, Kurtoglu, Tolga, and Campbell, Matthew I
- Published
- 2005
4. A Product Architecture-Based Tool for Bioinspired Function-Sharing.
- Author
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Bhasin, Devesh, McAdams, Daniel A., and Layton, Astrid
- Subjects
- *
BIOENGINEERING , *BIOLOGICAL adaptation , *MORPHOLOGY , *ENGINEERING design , *BIOLOGICAL systems - Abstract
In this work, we show that bioinspired function-sharing can be effectively leveraged in engineering design by abstracting and emulating the product architecture of biological systems that exhibit function-sharing. Systems that leverage function-sharing enable multiple functions to be performed by a single structure. Billions of years of evolution have led to the development of function-sharing adaptations in biological systems. Currently, engineers leverage biological function-sharing by imitating serendipitously encountered biological structures. As a result, utilizing bioinspired function-sharing remains limited to some specific engineering problems. To overcome this limitation, we propose the reduced function-means tree as a tool to simultaneously abstract both biological adaptations and their associated product architecture. The tool uses information from an existing bioinspired design abstraction tool and an existing product architecture representation tool. A demonstration study illustrates the tool's ability to abstract the product architectural interactions of function-sharing biological systems. The abstracted product architectural interactions are then shown to facilitate problem-driven bioinspiration of function-sharing. The availability of a problem-driven approach may reduce the need to imitate biological structures to leverage biological function-sharing in engineering design. This work is a step forward in analyzing biological product architectures to inspire engineering design. The future work will focus on validating the proposed tool by performing user studies. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
5. Integration and Evaluation of Peer Grading in a Graduate-level Engineering Design Course.
- Author
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Morris, Elissa and McAdams, Daniel A.
- Subjects
- *
ENGINEERING design , *PRODUCT design , *ENGINEERING education , *ENGINEERING students , *CURRICULUM - Abstract
A peer grading method is developed and integrated into a graduate-level engineering product design course. The objective of the peer grading process is to improve the students' design skillset. Students form teams to work on a design project throughout the course, applying the methods discussed in class to their specific project. Each team submits a project report in phases throughout the semester. The first two phases of the report are peer graded by themselves and two other teams in the class. Teams also grade their graders to ensure accountability and increase grading fairness and high feedback quality. To eliminate potential bias, the entire grading process is blind. Any identifying information in the reports is removed prior to peer grading and a confidential labeling system is integrated for instructor use only. The teams provide cardinal and ordinal grades for each report. To guide the grading process, students are provided with a grading rubric and a detailed report outline which informs students of required report elements. Anonymous peer evaluation of each team member within each group is also required. Thirty-two students complete a survey regarding the peer grading experience at the end of the semester. The survey provides results that qualitatively measure the efficacy of the peer grading method. Qualitative analysis of the survey responses indicate the peer grading method successfully reinforces and improves understanding of engineering design concepts. Proposals for revision and improvement of the peer grading method based on the survey results are also discussed and remain as future work. [ABSTRACT FROM AUTHOR]
- Published
- 2017
6. Categorizing biological information based on function–morphology for bioinspired conceptual design.
- Author
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Ghanem, Roger, Du, Xiaoping, Lee, Sooyeon, McAdams, Daniel A., and Morris, Elissa
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CONCEPTUAL design ,CONCEPT engineering ,ENGINEERING design ,MACHINE design ,ALGORITHMS - Abstract
A function-based keyword search is a concept generation methodology studied in the bioinspired design area that conveys textual biological inspiration for engineering design. Current keyword search methods are inefficient primarily due to the knowledge gap between engineering and biology domains. To improve current keyword search methods, we propose an algorithm that extracts and organizes morphology-based solutions from biological text. WordNet is utilized to discover morphological solutions in biological text. The novel algorithm also adapts latent semantic analysis and the expectation–maximization algorithm to categorize morphological solutions and group biological text. We introduce a novel penalty function that reflects the distance between functions (problems) and morphologies (solutions). The penalty function allows the algorithm to extract morphological solutions directly related to a design problem. We compare the output of the algorithm to manually extracted solutions for validation. A case study is included to exemplify the utility of the developed algorithm. Upon implementation of the algorithm, engineering designers can discover innovative solutions in biological text in a straightforward, efficient manner. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
- Full Text
- View/download PDF
7. Safety-informed design: Using subgraph analysis to elicit hazardous emergent failure behavior in complex systems.
- Author
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McMahon, Chris, Liu, Ying, McAdams, Daniel, McIntire, Matthew G., Hoyle, Christopher, Tumer, Irem Y., and Jensen, David C.
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SUBGRAPHS ,INFORMATION processing ,ENGINEERING design ,FAULT trees (Reliability engineering) ,COMPUTER algorithms - Abstract
Identifying failure paths and potentially hazardous scenarios resulting from component faults and interactions is a challenge in the early design process. The inherent complexity present in large engineered systems leads to nonobvious emergent behavior, which may result in unforeseen hazards. Current hazard analysis techniques focus on single hazards (fault trees), single faults (event trees), or lists of known hazards in the domain (hazard identification). Early in the design of a complex system, engineers may represent their system as a functional model. A function failure reasoning tool can then exhaustively simulate qualitative failure scenarios. Some scenarios can be identified as hazardous by hazard rules specified by the engineer, but the goal is to identify scenarios representing unknown hazards. The incidences of specific subgraphs in graph representations of known hazardous scenarios are used to train a classifier to distinguish hazard from nonhazard. The algorithm identifies the scenario most likely to be hazardous, and presents it to the engineer. After viewing the scenario and judging its safety, the engineer may have insight to produce additional hazard rules. The collaborative process of strategic presentation of scenarios by the computer and human judgment will identify previously unknown hazards. The feasibility of this methodology has been tested on a relatively simple functional model of an electrical power system with positive results. Related work applying function failure reasoning to a team of robotic rovers will provide data from a more complex system. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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8. Product life cycle management approach for integration of engineering design and life cycle engineering.
- Author
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McMahon, Chris, Liu, Ying, McAdams, Daniel, Penciuc, Diana, Le Duigou, Julien, Daaboul, Joanna, Vallet, Flore, and Eynard, Benoît
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PRODUCT life cycle ,ENGINEERING design ,ENVIRONMENTAL impact analysis ,MANUFACTURING processes ,ALUMINUM alloys - Abstract
Optimized lightweight manufacturing of parts is crucial for automotive and aeronautical industries in order to stay competitive and to reduce costs and fuel consumption. Hence, aluminum becomes an unquestionable material choice regarding these challenges. Nevertheless, using only virgin aluminum is not satisfactory because its extraction requires high use of energy and effort, and its manufacturing has high environmental impact. For these reasons, the use of recycled aluminum alloys is recommended considering their properties meet the expected technical and environmental added values. This requires complete reengineering of the classical life cycle of aluminum-based products and the collaboration practices in the global supply chain. The results from several interdependent disciplines all need to be taken into account for a global product/process optimization. Toward achieving this, a method for sustainability assessment integration into product life cycle management and a platform for life cycle simulation integrating environmental concerns are proposed in this paper. The platform may be used as a decision support system in the early product design phase by simulating the life cycle of a product (from material selection to production and recycling phases) and calculating its impact on the environment. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
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9. Ontology-based executable design decision template representation and reuse.
- Author
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McMahon, Chris, Liu, Ying, McAdams, Daniel, Ming, Zhenjun, Yan, Yan, Wang, Guoxin, Panchal, Jitesh H., Goh, Chung-Hyun, Allen, Janet K., and Mistree, Farrokh
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ENGINEERING design ,DECISION support systems ,DECISION making ,CONJOINT analysis ,ONTOLOGY - Abstract
In decision-based design, the principal role of a designer is to make decisions. Decision support is crucial to augment this role. In this paper, we present an ontology that provides decision support from both the “construct” and the “information” perspectives that address the gap that existing research focus on these two perspectives separately and cannot provide effective decision support. The decision support construct in the ontology is the compromise decision support problem (cDSP) that is used to make multiobjective design decisions. The information for decision making is archived as cDSP templates and represented using frame-based ontology for facilitating reuse, consistency maintaining, and rapid execution. In order to facilitate designers’ effective reuse of the populated cDSP templates ontology instances, we identified three types of modification that can be made when design consideration evolves. In our earlier work, part of the utilization (consistency checking) of the ontology has been demonstrated through a thin-walled pressure vessel redesign example. In this paper, we comprehensively present the ontology utilization including consistency checking, trade-off analysis, and design space visualization based on the pressure vessel example. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
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10. An ontological approach to engineering requirement representation and analysis.
- Author
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McMahon, Chris, Liu, Ying, McAdams, Daniel, Mukhopadhyay, Alolika, and Ameri, Farhad
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ENGINEERING design ,STRATEGIC planning ,COMPUTER algorithms ,AD hoc computer networks ,ONTOLOGY - Abstract
Requirement planning is one of the most critical tasks in the product development process. Despite its significant impact on the outcomes of the design process, engineering requirement planning is often conducted in an ad hoc manner without much structure. In particular, the requirement planning phase suffers from a lack of quantifiable measures for evaluating the quality of the generated requirements and also a lack of structure and formality in representing engineering requirements. The main objective of this research is to develop a formal Web Ontology Language ontology for standard representation of engineering requirements. The proposed ontology uses explicit semantics that makes the ontology amenable to automated reasoning. To demonstrate how the proposed ontology can support requirement analysis and evaluation in engineering design, three possible services enabled by the ontology are introduced in this paper. These services are information content measurement, specificity and completeness analysis, and requirement classification. The proposed ontology and its associated algorithms and tools are validated experimentally in this work. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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11. Changing Creativity through Engineering Education and Bio-Inspired Design.
- Author
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Durand, Fabien R., Jin Woo Kim, Henao, Dorian, Tsenn, Joanna, McAdams, Daniel A., Linsey, Julie S., and Helms, Michael
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ENGINEERING education ,ENGINEERING schools ,MECHANICAL engineering ,ENGINEERING students ,ENGINEERING design - Abstract
With today's increasing competition and desire for innovation in our society, engineering schools must also improve students' creativity. However, according to a prior study (Genco, Holtta-Otto, Seepersad, 2012), the creativity of mechanical engineering students decreases over the course of an engineering program as measured through the originality of ideas for a design problem outside the mechanical engineering domain. In this paper we seek to answer two questions. First, how does the creativity of mechanical engineers change over time, as measured against four standard metrics of creativity -- quantity, quality, variety, and novelty? Second, how do different bio-inspired design methods enhance student performance? This paper provides a high level summary of the project. To answer the first question, we provide evidence from two data sets: a within-subjects and between-subjects longitudinal study that analyzes and compares students who have generated solutions for the same design problem during their freshman and senior years. For both the within-subject and between-subject data, there is an increase in the variety of solution and the number of high quality solutions. In contrast to the prior study, using a slightly different quality metric, we observe a decrease in average quality likely due to the participants searching a larger portion of the solution space. Also in contrast to the prior study, we observe no change in average novelty and an increase in the number of highly novelty solution found by seniors. The design problem within this study is clearly within the domain of mechanical engineering so it may be that students learn to be more creative as they progress through the engineering curriculum within their domain, but decrease in creativity for design problems outside their domain. To answer the second question, we provide evidence from a biologically-inspired design course. This study, conducted over two semesters, evaluates the effects of a senior level Bio-Inspired Design course and various methods of performing bio-inspired design. Students learn 5 methods: Directed Method, Case Study, AskNature.org, BioTriz, and Functional Basis Keyword. Each method is compared through the quantity of ideas, quality, and number of solutions generated. The results show various strengths and weaknesses associated with each tool. The students were also given Carberry et al's Engineering Design Self-Efficacy survey before and after the course to assess the effects of the course. The results show increases in confidence, a high level of motivation, and decreases in anxiety in conducting engineering design. [ABSTRACT FROM AUTHOR]
- Published
- 2015
12. Developing design templates for product platform focused design.
- Author
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Chandrasekaran, Balaji, Stone, Robert B., and McAdams, Daniel A.
- Subjects
MODULAR design ,INDUSTRIAL design ,PRODUCT management ,COMMERCIAL products ,ENGINEERING design ,PRODUCT design - Abstract
Product platforms, product families, and modular design are an evolving research area. Many of the theories and concepts proposed serve as powerful tools to industry in reducing the number of specialized components in products, reducing assembly time and accelerating the conceptual and embodiment design stages. In this paper, a structured approach to the modular design of electro-mechanical consumer products is proposed based on a study of the module structure of products. The approach is based on developing product family design templates. These templates are based on prior product design knowledge and the flow and conversion of energy through a product. The templates also carry potential embodiment solution information. Design templates for two product classes, electricity to thermal energy and electricity to rotational energy , have been developed and can be used by designers to undertake design or re-design efforts on products. A group of 16 consumer products from two product families has been used in this study. A clarifying design example is presented. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
13. Identification and codification of principles for functional tolerance design.
- Author
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McAdams, Daniel A.
- Subjects
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ENGINEERING tolerances , *ENGINEERING design - Abstract
Tolerance design remains a key challenge in engineering design. The goal of the research presented in this article is to address this challenge through the identification and organization of novel tolerance design principles. These tolerance design principles are developed through a careful study of the literature, observation of commonly recurring tolerance solutions, and design strategies implied by the existing tolerance design literature. A key and novel contribution of the work presented in this article is that tolerance design is treated as a concurrent design problem. Tolerance design begins prior to assembly requirements and parameter design. Through the application of the principles presented here, tolerance design can be addressed through changes in product architecture and functionality. In addition, these principles provide a focus for developing new methodologies that will have high impact on engineering practice. These principles are formally organized to facilitate usage and extension. The usage and impact of these principles is shown through an example application to an original design problem. The design case study is an electric guitar pickup winder. [ABSTRACT FROM AUTHOR]
- Published
- 2003
- Full Text
- View/download PDF
14. A functional basis for engineering design: Reconciling and evolving previous efforts.
- Author
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Hirtz, Julie, Stone, Robert B., McAdams, Daniel A., Szykman, Simon, and Wood, Kristin L.
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ENGINEERING design ,MODELING (Sculpture) ,FUNCTIONAL linguistics - Abstract
In engineering design, all products and artifacts have some intended reason behind their existence: the product or artifact function. Functional modeling provides an abstract, yet direct, method for understanding and representing an overall product or artifact function. Functional modeling also strategically guides design activities such as problem decomposition, physical modeling, product architecting, concept generation, and team organization. A formal function representation is needed to support functional modeling, and a standardized set of function-related terminology leads to repeatable and meaningful results from such a representation. We refer to this representation as a functional basis; in this paper, we seek to reconcile and integrate two independent research efforts into a significantly evolved functional basis. These efforts include research from the National Institute of Standards and Technology and two US universities, and their industrial partners. The overall approach for integrating the functional representations and the final results are presented. This approach also provides a mechanism for evaluating whether future revisions are needed to the functional basis and, if so, how to proceed. The integration process is discussed relative to differences, similarities, insights into the representations, and product validation. Based on the results, a more versatile and comprehensive design vocabulary emerges. This vocabulary will greatly enhance and expand the frontiers of research in design repositories, product architecture, design synthesis, and general product modeling. [ABSTRACT FROM AUTHOR]
- Published
- 2002
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15. Tuning Parameter Tolerance Design: Foundations, Methods, and Measures.
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McAdams, Daniel A. and Wood, Kristin L.
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ENGINEERING tolerances , *ENGINEERING design - Abstract
Abstract. In this paper, a novel technique is presented to solve tolerance design problems. To achieve the desired performance tolerance, the technique uses a subtle, but significant, change in the design: the addition of a tuning parameter in place of an increase in component precision. Statistical models are used lo develop a framework for the tuning parameter design method. Also developed is a new, dimensionless design metric which ranks candidate tuning parameters. A step-by-step method is developed for the application of tuning parameters using this metric. The step-by-step tuning parameter design method is applied to a heavy-duty manual stapler as a clarifying example. [ABSTRACT FROM AUTHOR]
- Published
- 2000
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- View/download PDF
16. Bioinspiration of Product Architecture: Trading-Off System Effectiveness for System Robustness.
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Bhasin, Devesh, Staack, David, and McAdams, Daniel A.
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BIOLOGICALLY inspired computing , *ENGINEERING design , *ARCHITECTURAL design , *ENGINEERING systems , *BIOLOGICAL systems - Abstract
This work analyzes the role of bioinspired product architecture in facilitating the design of robust engineering systems. Prior works have proposed design guidelines to facilitate the implementation of bioinspired product architectures for engineered systems. This work shows that implementing a bioinspired product architecture may improve a system's robustness to random module failures, but may degrade the system's effectiveness in the absence of any module failure. To demonstrate such a trade-off between the robustness and the undisrupted effectiveness of a system, this study quantitatively compares biological systems to their functionally equivalent modular systems. The modular equivalents of biological systems are first derived by utilizing Functional Modeling. The application of the bioinspired product architecture guidelines is then modeled as a transition from the modular product architecture of the modular equivalents to the actual product architecture of the biological systems. The effectiveness and the robustness of the systems are analyzed after the application of each guideline by modeling the systems as multi-flow directed networks. Such an analysis is performed by introducing metrics that quantify a system's expected effectiveness and the degradation in the system's expected effectiveness with increasing severity of random disruptions. The findings are validated by designing and analyzing a COVID-19 breathalyzer as an engineering case study. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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17. In memory of Clive L. Dym.
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McMahon, Chris, Liu, Ying, McAdams, Daniel, Brown, David C., Jin, Yan, and Birmingham, William P.
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ENGINEERING design ,PRODUCT design ,DECISION making - Published
- 2016
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18. AI EDAM Special Issue, November 2017, Vol. 31, No. 4.
- Author
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McMahon, Chris, Liu, Ying, McAdams, Daniel, Eloy, Sara, Pauwels, Pieter, and Economou, Athanassios
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ENGINEERING design ,GRAPH grammars ,PUBLICATIONS - Published
- 2016
- Full Text
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19. Engineering design informatics.
- Author
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McMahon, Chris, Liu, Ying, and McAdams, Daniel
- Subjects
ENGINEERING design ,PRODUCT design ,NEW product development ,INFORMATION processing ,ENGINEERING models - Published
- 2016
- Full Text
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20. Design Ideation Through Speculative Fiction: Foundational Principles and Exploratory Study.
- Author
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Kotecha, Maulik C., Ting-Ju Chen, McAdams, Daniel A., and Krishnamurthy, Vinayak
- Subjects
- *
SPECULATIVE fiction , *DIVERGENT thinking , *ENGINEERING design , *SCIENCE fiction , *FICTION , *USER interfaces - Abstract
The objective of this study is to position speculative fiction as a broader framework to stimulate, facilitate, and study engineering design ideation. For this, we first present a comprehensive and detailed review of the literature on how fiction, especially science fiction, has played a role in design and decision-making. To further strengthen the need for speculative fiction for idea stimulation, we further prototype and study a prototype workflow that utilizes excerpts from speculative fiction books as textual stimuli for design ideation. Through a qualitative study of this workflow, we gain insights into the effect of textual stimuli from science fiction narratives on design concepts. Our study reveals that the texts consisting of the terms from the design statement or closely related to the problem boost the idea generation process. We further discover that less directly related stimuli may encourage out-of-the-box and divergent thinking. Using the insights gained from our study, we pose critical questions to initiate speculative fiction-based design ideation as a new research direction in engineering design. Subsequently, we discuss current research directions and domains necessary to take the technical, technological, and methodological steps needed for future research on design methodologies based on speculative fictional inspiration. Finally, we present a practical case to demonstrate how an engineering design workflow could be operationalized by investigating a concrete example of the design of automotive user interfaces (automotive-UI) through the lens of speculative fiction. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
21. Fostering Function-Sharing Using Bioinspired Product Architecture.
- Author
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Bhasin, Devesh, Behmer, Spencer T., and McAdams, Daniel A.
- Subjects
- *
MORPHOLOGY , *BIOENGINEERING , *ENGINEERING design , *BIOLOGICAL adaptation , *BIOLOGICAL systems - Abstract
This work deduces principles of bioinspired product architecture to effectively leverage biological function-sharing in engineering design. Function-sharing enables a single structure to perform multiple functions and can improve the performance characteristics of a system. The process of evolution via natural selection has led to the emergence of function-sharing adaptations in biological systems. However, the current practice of bioinspired function-sharing is largely limited to the solution-driven imitation of biological structures. This work aims to overcome such limitations by performing a function-based analysis of biological product architectures. First, a phylogenetic approach is used to select generalized case studies from the animal kingdom. Next, the product architectures of the selected case studies are then modeled using function modeling and analyzed by clustering the identified functions into modules. A function-based categorization of the sampled biological modules reveals the presence of four types of modules in the biological case studies. Analyzing the function-sharing scenarios associated with each type of biological module enables us to deduce four guidelines for bioinspired development and arrangement of function-sharing modules. Finally, a demonstration study applies the guidelines to the design of an inlet-outlet port for a washer-dryer system. The deduced guidelines can enable engineers to identify function-sharing scenarios in the early stages of product design and reduce the need to imitate biological structures for function-sharing. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
22. AIE volume 30 issue 4 Cover and Front matter.
- Author
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McMahon, Chris, Liu, Ying, and McAdams, Daniel
- Subjects
ENGINEERING design ,ARTIFICIAL intelligence - Published
- 2016
- Full Text
- View/download PDF
23. AIE volume 30 issue 4 Cover and Back matter.
- Author
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McMahon, Chris, Liu, Ying, and McAdams, Daniel
- Subjects
ENGINEERING design ,ARTIFICIAL intelligence ,COMPUTER science ,MANUFACTURING processes ,LEARNING ability - Published
- 2016
- Full Text
- View/download PDF
24. The effects of time and incubation on design concept generation.
- Author
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Tsenn, Joanna, Atilola, Olufunmilola, McAdams, Daniel A., and Linsey, Julie S.
- Subjects
- *
CONCEPTUAL design , *DESIGN , *DESIGN students , *CREATIVE thinking , *THOUGHT & thinking - Abstract
The optimal length and format for concept generation is largely unknown. One experiment compares a 50-min session to a 2-h session, observing that senior undergraduates generate more ideas and a greater variety of solutions with additional time, although high novelty solutions are developed within the first 50 min. A second study finds that more novel solutions are generated after an incubation period, although it is at the expense of feasibility. Comparing the two studies shows that incubation generates a greater quantity of ideas, while extended time aids in high quality and novelty. Since the 50-min and 2-h groups generate similar numbers of high quality and high novelty solutions, a 50-min ideation period is effective for developing high quality, novel solutions. [Copyright &y& Elsevier]
- Published
- 2014
- Full Text
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25. Design Theory and Methodology.
- Author
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McAdams, Daniel A.
- Subjects
- *
ENGINEERING design - Abstract
The article presents information on the American Society of Mechanical Engineers' Design Theory and Methodology (DTM) Committee.
- Published
- 2011
26. Supporting Analogical Transfer in Biologically Inspired Design
- Author
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Chakrabarti, Amaresh, Goel, Ashok K, editor, McAdams, Daniel A, editor, and Stone, Robert B., editor
- Published
- 2014
- Full Text
- View/download PDF
27. Adaptive Evolution of Teaching Practices in Biologically Inspired Design
- Author
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Yen, Jeannette, Helms, Michael, Goel, Ashok, Tovey, Craig, Weissburg, Marc, Goel, Ashok K, editor, McAdams, Daniel A, editor, and Stone, Robert B., editor
- Published
- 2014
- Full Text
- View/download PDF
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