CAREER: Adaptive Operational Coordination Methodology for Uncertainty Reduction in Product Life Cycle Reliability and Service Logistics
职业:减少产品生命周期可靠性和服务物流不确定性的自适应运营协调方法
基本信息
- 批准号:1238304
- 负责人:
- 金额:$ 35.98万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2012
- 资助国家:美国
- 起止时间:2012-01-06 至 2016-01-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
The research objective of this Faculty Early Career Development (CAREER) project is to develop a cohesive, adaptive operational coordination methodology for overall uncertainty reduction in product life cycle reliability and service logistics. The methodology consists of three stages: robust accelerated testing (AT), AT-enhanced condition based maintenance, and operational coordination, each of which needs its own mathematical models and computational tools. In particular, this methodology offers a new optimal experimental design approach for planning robust AT that preliminarily reduces the uncertainty in product reliability estimate under generic (e.g., stochastic) operating conditions. Based on the refined reliability estimate, mathematical and statistical models will be developed to enable the real-time control of product reliability. By incorporating the information about service delays, maintenance and logistic processes will be adjusted along with the real-time control of product reliability to reduce the overall uncertainty involved. The methodology will be validated through ongoing wind energy research involving wind turbine test bed development and collaboration with leading industry partners. If successful, this research will lead to fundamental contributions to reliability testing, condition based maintenance, and service logistics, as it integrates disjoint tasks into a more efficient and viable framework. Essentially, the increased understanding of adaptive coordination in a product life cycle will make radical changes to the current research direction and industry practices that demand advanced mathematical tools. Moreover, this research will support the development and use of renewable energy technologies in the US, as a national priority, for energy security and independence. It will positively impact multiple engineering fields, such as composites materials, sensors, controls, and power systems. Finally, the planned educational activities in a multidisciplinary environment will help students and working professionals acquire both analytical and experimental skills as well as systems thinking capabilities to meet societal needs.
这个教师早期职业发展(CAREER)项目的研究目标是开发一个有凝聚力的,自适应的操作协调方法,减少产品生命周期可靠性和服务物流的整体不确定性。 该方法包括三个阶段:鲁棒加速试验(AT),AT增强的基于状态的维修,和操作协调,每一个都需要自己的数学模型和计算工具。 特别是,该方法提供了一种新的最优试验设计方法,用于规划鲁棒AT,初步降低了产品可靠性估计中的不确定性,随机)操作条件。 基于精确的可靠性估计,将开发数学和统计模型,以实现产品可靠性的实时控制。 通过纳入有关服务延迟的信息,将沿着产品可靠性的实时控制来调整维护和物流流程,以减少所涉及的总体不确定性。 该方法将通过正在进行的风能研究进行验证,包括风力涡轮机测试台的开发以及与领先的行业合作伙伴的合作。 如果成功,这项研究将导致可靠性测试,基于状态的维护和服务物流的基本贡献,因为它集成到一个更有效和可行的框架不相交的任务。 从本质上讲,对产品生命周期中自适应协调的理解的增加将彻底改变当前需要先进数学工具的研究方向和行业实践。 此外,这项研究将支持美国可再生能源技术的开发和使用,作为国家优先事项,以实现能源安全和独立。 它将对多个工程领域产生积极影响,如复合材料、传感器、控制和电力系统。 最后,在多学科环境中计划的教育活动将帮助学生和工作专业人员获得分析和实验技能以及系统思维能力,以满足社会需求。
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)
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Haitao Liao其他文献
Lifetime optimization for linear wireless sensor networks under retransmission
重传下线性无线传感器网络的寿命优化
- DOI:
- 发表时间:
2016 - 期刊:
- 影响因子:0.7
- 作者:
Ruiying Li;Haitao Liao;Xiaoxi Liu;Ning Huang - 通讯作者:
Ning Huang
Multi‐material topology optimization considering arbitrary strength and yield criteria constraints with single‐variable interpolation
使用单变量插值考虑任意强度和屈服准则约束的多材料拓扑优化
- DOI:
- 发表时间:
2024 - 期刊:
- 影响因子:2.9
- 作者:
Wen;Haitao Liao;Xujing Yuan - 通讯作者:
Xujing Yuan
Optimization analysis of Duffing oscillator with fractional derivatives
- DOI:
10.1007/s11071-014-1744-z - 发表时间:
2015 - 期刊:
- 影响因子:5.6
- 作者:
Haitao Liao - 通讯作者:
Haitao Liao
A robust multi-material topology optimization method considering load and material uncertainties with univariate interpolation
一种考虑载荷和材料不确定性且采用单变量插值的稳健多材料拓扑优化方法
- DOI:
10.1016/j.tws.2025.113173 - 发表时间:
2025-07-01 - 期刊:
- 影响因子:6.600
- 作者:
Haitao Liao;Wenhao Yuan;Jing Zhang;Mengdi Qin;Yixing Huang - 通讯作者:
Yixing Huang
Zhang X, Liao H, Zeng J, et al. Optimal Condition-based Opportunistic Maintenance and Spare Parts Provisioning for a Two-unit System using a State Space Partitioning Approach
张晓,廖华,曾健,等。
- DOI:
- 发表时间:
2021 - 期刊:
- 影响因子:0
- 作者:
Xiaohong Zhang;Haitao Liao;Jianchao Zeng - 通讯作者:
Jianchao Zeng
Haitao Liao的其他文献
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{{ truncateString('Haitao Liao', 18)}}的其他基金
EAGER: SSDIM: Data Simulation to Support Interdependence Modeling in Emergency Response and Multimodal Transportation Networks
EAGER:SSDIM:支持应急响应和多式联运网络中相互依赖建模的数据模拟
- 批准号:
1745353 - 财政年份:2017
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Collaborative Research: Automated Knowledge Discovery in Reliability and Healthcare from Complex Data with Covariates
协作研究:从具有协变量的复杂数据中自动发现可靠性和医疗保健方面的知识
- 批准号:
1635379 - 财政年份:2016
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Collaborative Research: Travel Support for Students to Attend the Industrial and Systems Engineering Research Conference (ISERC) 2014; Montreal, Canada; 31 May to 3 June 2014
合作研究:为学生参加 2014 年工业与系统工程研究会议 (ISERC) 提供差旅支持;
- 批准号:
1434928 - 财政年份:2014
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Collaborative Research: Defect Modeling and Process Optimization for Nanowire Growth towards Improved Nanodevice Reliability
合作研究:纳米线生长的缺陷建模和工艺优化,以提高纳米器件的可靠性
- 批准号:
1238301 - 财政年份:2012
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Exploration of a Statistically Accurate and Energy Efficient Accelerated Testing Methodology
统计准确且节能的加速测试方法的探索
- 批准号:
1245463 - 财政年份:2012
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Collaborative Research: Defect Modeling and Process Optimization for Nanowire Growth towards Improved Nanodevice Reliability
合作研究:纳米线生长的缺陷建模和工艺优化,以提高纳米器件的可靠性
- 批准号:
1129658 - 财政年份:2011
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
CAREER: Adaptive Operational Coordination Methodology for Uncertainty Reduction in Product Life Cycle Reliability and Service Logistics
职业:减少产品生命周期可靠性和服务物流不确定性的自适应运营协调方法
- 批准号:
0954667 - 财政年份:2010
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Exploration of a Statistically Accurate and Energy Efficient Accelerated Testing Methodology
统计准确且节能的加速测试方法的探索
- 批准号:
0969060 - 财政年份:2010
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Collaborative Research: Design of Equivalent Accelerated Life Testing Plans Involving Single or Multiple Stresses
合作研究:涉及单一或多重应力的等效加速寿命测试计划的设计
- 批准号:
0855812 - 财政年份:2008
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
Collaborative Research: Design of Equivalent Accelerated Life Testing Plans Involving Single or Multiple Stresses
合作研究:涉及单一或多重应力的等效加速寿命测试计划的设计
- 批准号:
0619984 - 财政年份:2006
- 资助金额:
$ 35.98万 - 项目类别:
Standard Grant
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