Integrated Framework for Operational Planning and Scheduling Under Uncertainty
不确定性下的运营规划和调度综合框架
基本信息
- 批准号:0856021
- 负责人:
- 金额:$ 31.24万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2009
- 资助国家:美国
- 起止时间:2009-03-15 至 2013-02-28
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Integrated Framework for Operational Planning and Scheduling under Uncertainty Professor C.A. Floudas Abstract This grant provides funding for the development of systematic approaches based on novel optimization methods and tools for the effective integration of operational planning, short-term scheduling and medium-term scheduling under uncertainty for large scale batch and continuous processes in the chemical process industry. The developed computational methods and tools will determine the optimal operational plan and detailed production schedule of batch and continuous processes, as well as establish the trade-offs between operational planning and scheduling in the presence of uncertainty in the product demands, costs, and processing times and rates. A new modeling approach for the operational planning with production disaggregation will be introduced that can address large scale batch and continuous plants. A framework for the integration of operational planning and medium-term scheduling, applicable to large-scale single-site and multi-site batch and continuous plants will be developed. A robust optimization approach for operational planning under uncertainty in product demands will be developed and applied to large scale batch and continuous chemical plants. If successful, the results of this research will lead into significant improvements in the operational planning and production scheduling under uncertainty of chemical processes. The primary goal of this work is to develop novel optimization methods and tools that address the complexity due to different types of uncertainty; material balances on raw materials, intermediate and final products; intermediate/final storage and cleanup requirements; variable processing times and rates; treatment of alternative stations; intermediate due dates; and resource constraints. The proposed work will also contribute to attaining faster response to market demand of chemical, pharmaceutical, and discrete manufacturing processes.
不确定性教授C.A.的运营计划和计划的综合框架Floudas摘要该赠款为基于新颖的优化方法和工具提供了用于制定系统方法的资金,以有效整合运营计划,短期调度和中期时间表,并在不确定性下用于大规模批次和化学过程行业的持续过程。开发的计算方法和工具将确定批处理和连续过程的最佳运营计划以及详细的生产时间表,并在产品需求,成本和处理时间的不确定性下建立运营计划与计划之间的权衡和费率。将引入一种针对生产分析的新型建模方法,可以解决大规模批次和连续植物。将开发用于运营计划和中期调度的整合框架,适用于大型单站点和多站点批处理和连续工厂。在产品需求不确定的情况下,将开发出一种强大的优化方法,并将其应用于大规模批次和连续的化学工厂。如果成功,这项研究的结果将导致化学过程不确定性下的运营计划和生产计划的重大改进。这项工作的主要目标是开发新颖的优化方法和工具,以解决不同类型的不确定性引起的复杂性。原材料,中级和最终产品的材料平衡;中间/最终存储和清理要求;可变处理时间和费率;替代站的处理;中间日期;和资源约束。拟议的工作还将有助于更快地对化学,药物和离散制造过程的市场需求做出更快的响应。
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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Christodoulos Floudas其他文献
Christodoulos Floudas的其他文献
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{{ truncateString('Christodoulos Floudas', 18)}}的其他基金
EAGER: Towards Multiscale Modeling, Optimization, and Uncertainty in Materials Design for CO2 Capture
EAGER:二氧化碳捕获材料设计中的多尺度建模、优化和不确定性
- 批准号:
1263165 - 财政年份:2013
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
Novel Optimization Methods for Design, Synthesis, Supply Chain, and Uncertainty of Hybrid Biomass, Coal, and Natural Gas to Liquids, CBGTL, Processes
用于混合生物质、煤炭和天然气液化、CBGTL、工艺的设计、合成、供应链和不确定性的新颖优化方法
- 批准号:
1158849 - 财政年份:2012
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
CDI-Type II: MS-Omics Hub for Cyber-enabled Acceleration of Mass Spectrometry-based Metabolomics and Proteomics
CDI-Type II:MS-Omics 中心,用于网络加速基于质谱的代谢组学和蛋白质组学
- 批准号:
0941143 - 财政年份:2009
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
Novel Methods and Computational Studies for Global Optimization
全局优化的新方法和计算研究
- 批准号:
0827907 - 财政年份:2008
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
GOALI: Short-term Scheduling Under Uncertainty: A Robust Optimization Framework
GOALI:不确定性下的短期调度:鲁棒优化框架
- 批准号:
0355336 - 财政年份:2004
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
SGER:Performance Analysis of the BlueGene Class of Machines via the ASTRO-FOLD Protein Structure Prediction Framework
SGER:通过 ASTRO-FOLD 蛋白质结构预测框架对 BlueGene 类机器进行性能分析
- 批准号:
0401635 - 财政年份:2004
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
FOCAPD 2004 Conference: Discovery through Product and Process Design
FOCAPD 2004 会议:通过产品和工艺设计进行发现
- 批准号:
0355399 - 财政年份:2004
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
ITR: Collaborative Research: (ASE+NHS+EVS)-(sim+dmc+int): In Silico De Novo Protein Design: A Dynamically Data Driven, (DDDAS), Computational and Experimental Framework
ITR:协作研究:(ASE NHS EVS)-(sim dmc int):计算机从头蛋白质设计:动态数据驱动、(DDDAS)、计算和实验框架
- 批准号:
0426691 - 财政年份:2004
- 资助金额:
$ 31.24万 - 项目类别:
Continuing Grant
Improved Convex Underestimators and Hybrid Methods for Deterministic Global Optimization
用于确定性全局优化的改进凸低估器和混合方法
- 批准号:
0330541 - 财政年份:2003
- 资助金额:
$ 31.24万 - 项目类别:
Standard Grant
QSB: Computational and Experimental Studies of Pathways in Yeast
QSB:酵母途径的计算和实验研究
- 批准号:
0222471 - 财政年份:2002
- 资助金额:
$ 31.24万 - 项目类别:
Continuing Grant
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