I-Corps: An Intelligent Re-Design Recommender System for Additive and Hybrid Manufacturing
I-Corps:用于增材和混合制造的智能重新设计推荐系统
基本信息
- 批准号:2227223
- 负责人:
- 金额:$ 5万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2022
- 资助国家:美国
- 起止时间:2022-06-15 至 2023-05-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
The broader impact/commercial potential of this I-Corps project is the development of a potentially novel, robust, intelligent, and automated assessment and re-design global evaluation system that provides precise feedback on components’ printability for advanced manufacturing. Such evaluations could reduce mistakes and printing failures, potentially avoid costly trial-and-error exercises, and remove biases and inconsistencies that arise from inefficient or manual evaluation processes. This system allows for potentially effectively organizing assessments and can avoid costly computations and modifications. This capability, therefore, could prevent the waste of energy, time, and financial resources imposed by current manual assessments of components’ printability. This I-Corps project is based on the development of a novel re-design recommender system that may allow companies with large inventories of existing parts to quickly assess the feasibility of employing additive manufacturing for each part and to implement necessary re-design approaches as appropriate. The technology encompasses multiple intelligent assessments and re-design methodologies, as well as a fully automated correction system that rectifies the geometries of problematic components and converts designs to be advanced manufacturing compatible. These re-design solutions can potentially provide successful geometries for 3D-printing components using different techniques. Lastly, this technology can present a novel design recommender system that intelligently analyzes an extensive database of closely related components for advanced manufacturing using machine learning techniques to provide effective design recommendations for those component clusters whose current designs are deemed inefficient for advanced manufacturing.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
这个I-Corps项目的更广泛的影响/商业潜力是开发一个潜在的新颖、强大、智能和自动化的评估和重新设计全球评估系统,为先进制造提供关于组件可印刷性的精确反馈。这种评价可以减少错误和印刷故障,有可能避免代价高昂的试错做法,并消除因效率低下或人工评价过程而产生的偏见和不一致。这一系统可以潜在地有效地组织评估,避免昂贵的计算和修改。因此,这种能力可以防止当前手动评估组件的可印刷性所造成的能量、时间和财政资源的浪费。这个I-Corps项目基于开发一种新型的重新设计推荐系统,该系统可以让拥有大量现有零件库存的公司快速评估对每个零件采用增材制造的可行性,并酌情实施必要的重新设计方法。该技术包括多种智能评估和重新设计方法,以及全自动校正系统,可纠正有问题组件的几何形状,并将设计转换为与先进制造兼容。这些重新设计的解决方案可以为使用不同技术的3D打印组件提供成功的几何形状。最后,这项技术可以提出一种新颖的设计推荐系统,该系统可以使用机器学习技术智能地分析用于先进制造的密切相关组件的广泛数据库,以便为那些当前设计被认为对先进制造效率低下的组件集群提供有效的设计建议。该奖项反映了NSF的法定使命,并被认为值得通过使用基金会的评估来支持。知识价值和更广泛的影响审查标准。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
数据更新时间:{{ journalArticles.updateTime }}
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
数据更新时间:{{ journalArticles.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ monograph.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ sciAawards.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ conferencePapers.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ patent.updateTime }}
Kemper Lewis其他文献
The Supporting a Teen's Effective Entry to the Roadway (STEER) Program: Feasibility and Preliminary Support for a Psychosocial Intervention for Teenage Drivers With ADHD
- DOI:
10.1016/j.cbpra.2010.04.002 - 发表时间:
2011-05-01 - 期刊:
- 影响因子:
- 作者:
Gregory A. Fabiano;Kevin Hulme;Stuart Linke;Chris Nelson-Tuttle;Meaghan Pariseau;Brian Gangloff;Kemper Lewis;William E. Pelham;Daniel A. Waschbusch;James G. Waxmonsky;Matthew Gormley;Shradha Gera;Melina Buck - 通讯作者:
Melina Buck
Kemper Lewis的其他文献
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
{{ truncateString('Kemper Lewis', 18)}}的其他基金
I-Corps: An Intelligent Re-Design Recommender System for Additive and Hybrid Manufacturing
I-Corps:用于增材和混合制造的智能重新设计推荐系统
- 批准号:
2120516 - 财政年份:2021
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
EAGER: Collaborative Research: An Experimental Approach to Formulate Transformative Research Questions
EAGER:协作研究:制定变革性研究问题的实验方法
- 批准号:
1745891 - 财政年份:2017
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
Collaborative Research: Assessment of Product Archaeology as a Platform for Contextualizing Engineering Design
合作研究:产品考古学评估作为工程设计情境化平台
- 批准号:
1225925 - 财政年份:2012
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
CPS: Synergy: Collaborative Research: SMARTER - Smart Manager for Adaptive and Real-Time Decisions in Building ClustERs
CPS:协同:协作研究:SMARTER - 构建集群中自适应和实时决策的智能管理器
- 批准号:
1239093 - 财政年份:2012
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
I/UCRC: Collaborative Research: A Decision Support e-Design Framework for Sustainable Product Design
I/UCRC:协作研究:可持续产品设计的决策支持电子设计框架
- 批准号:
1229861 - 财政年份:2012
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
IUCRC Center for e-Design: IT Enabled Design and Realization of Products and Systems
IUCRC 电子设计中心:IT 支持的产品和系统设计与实现
- 批准号:
1068077 - 财政年份:2011
- 资助金额:
$ 5万 - 项目类别:
Continuing Grant
Planning Grant: I/UCRC Center for e-Design
规划资助:I/UCRC 电子设计中心
- 批准号:
0968982 - 财政年份:2010
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
CCLI Phase II: Collaborative Research - Teaching the Global, Economic, Environmental, and Societal Foundations of Engineering Design through Product Archaeology
CCLI 第二阶段:合作研究 - 通过产品考古学教授工程设计的全球、经济、环境和社会基础
- 批准号:
0920259 - 财政年份:2009
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
SGER Collaborative Research: VisualizeIT - Measuring the Impact of IT-Enabled Concept Generation on Designer Creativity
SGER 协作研究:VisualizeIT - 衡量 IT 支持的概念生成对设计师创造力的影响
- 批准号:
0841389 - 财政年份:2008
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
Experiential Learning in Vehicle Dynamics Education
车辆动力学教育中的体验式学习
- 批准号:
0633596 - 财政年份:2007
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
相似国自然基金
Intelligent Patent Analysis for Optimized Technology Stack Selection:Blockchain BusinessRegistry Case Demonstration
- 批准号:
- 批准年份:2024
- 资助金额:万元
- 项目类别:外国学者研究基金项目
相似海外基金
Intelligent Breast Cancer DiagnOsis and MonItoring Therapeutic Response Training Network (CanDoIt)
智能乳腺癌诊断和监测治疗反应训练网络(CanDoIt)
- 批准号:
EP/Y03693X/1 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Research Grant
Active Integrated Antenna for Intelligent Arrays in 6G Non-Terrestrial Networks
用于 6G 非地面网络智能阵列的有源集成天线
- 批准号:
EP/Y003144/1 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Research Grant
SBIR Phase II: Intelligent Language Learning Environment
SBIR第二阶段:智能语言学习环境
- 批准号:
2335265 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Cooperative Agreement
Learning to create Intelligent Solutions with Machine Learning and Computer Vision: A Pathway to AI Careers for Diverse High School Students
学习利用机器学习和计算机视觉创建智能解决方案:多元化高中生的人工智能职业之路
- 批准号:
2342574 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
I-Corps: Intelligent Hydroponics Growing Platform for Sustainable Agriculture
I-Corps:可持续农业的智能水培种植平台
- 批准号:
2345854 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
Collaborative Research: OAC CORE: Federated-Learning-Driven Traffic Event Management for Intelligent Transportation Systems
合作研究:OAC CORE:智能交通系统的联邦学习驱动的交通事件管理
- 批准号:
2414474 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
Intelligent cryo-electron microscopy of G protein-coupled receptors
G 蛋白偶联受体的智能冷冻电子显微镜
- 批准号:
23K23818 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Grant-in-Aid for Scientific Research (B)
CAREER: Towards Fundamentals of Adaptive, Collaborative and Intelligent Radar Sensing and Perception
职业:探索自适应、协作和智能雷达传感和感知的基础知识
- 批准号:
2340029 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Continuing Grant
NSF Convergence Accelerator Track L: Intelligent Nature-inspired Olfactory Sensors Engineered to Sniff (iNOSES)
NSF 融合加速器轨道 L:受自然启发的智能嗅觉传感器,专为嗅探而设计 (iNOSES)
- 批准号:
2344256 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Standard Grant
Collaborative Research: SaTC: CORE: Medium: Using Intelligent Conversational Agents to Empower Adolescents to be Resilient Against Cybergrooming
合作研究:SaTC:核心:中:使用智能会话代理使青少年能够抵御网络诱骗
- 批准号:
2330940 - 财政年份:2024
- 资助金额:
$ 5万 - 项目类别:
Continuing Grant