GOALI: Multiscale Decomposition Techniques for the Integration of Optimal Planning and Scheduling of Batch and Continuous Multiproduct Process Systems
GOALI:用于批量和连续多产品过程系统优化规划和调度集成的多尺度分解技术
基本信息
- 批准号:0556090
- 负责人:
- 金额:--
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2006
- 资助国家:美国
- 起止时间:2006-07-01 至 2010-06-30
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This GOALI grant provides funding for the development of multiscale decomposition techniques that will allow the temporal and spatial integration of planning and scheduling problems that arise in the process industry. The proposed work will initially address the case of simultaneous planning and scheduling of multiproduct continuous plants. In the second phase, it will address a real-world problem provided by The Dow Chemical Company that deals with planning and scheduling of geographically distributed manufacturing systems consisting of batch reactors that must satisfy demands for a set of markets. For the temporal integration we intend to develop a bilevel iterative scheme that involves the solution of aggregate MILP planning and detailed MILP scheduling models. To reduce the gap in the bounds predicted by each of these problems, a novel set of logic and mixed-integer cuts will be investigated. For the spatial integration we will investigate a multiscale decomposition approach through Lagrangean duality that will incorporate the bilevel temporal scheme. If successful, the proposed research has the potential of making significant contributions in the areas of planning and scheduling, which are basic building blocks for achieving the goal of Enterprise-wide Optimization in the process industry. A major result that is expected is a new methodology for integrating planning and scheduling in order to achieve consistency and coordination in long and short term production targets, which can translate into major economic savings. While the proposed GOALI project will primarily involve collaboration with Dow Chemical, it will also involve potential collaboration and dissemination of the research results with the petroleum, chemical and engineering/software companies that are members of the Center for Advanced Process Decision-making (CAPD) at Carnegie Mellon. The findings of this research will be documented as case studies that will be made available through the internet, potentially benefiting universities and companies.
该GOALI赠款为多尺度分解技术的开发提供资金,该技术将允许过程工业中出现的规划和调度问题的时间和空间集成。拟议的工作将首先解决的情况下,同时规划和调度的多产品连续工厂。在第二阶段,它将解决由陶氏化学公司提供的一个现实世界的问题,该问题涉及由必须满足一组市场需求的间歇反应器组成的地理分布式制造系统的规划和调度。 对于时间的整合,我们打算开发一个双层迭代计划,涉及解决方案的聚合MILP规划和详细的MILP调度模型。为了减少这些问题中的每一个预测的界限中的差距,将研究一组新的逻辑和混合整数切割。 对于空间积分,我们将研究一个多尺度分解方法,通过拉格朗日对偶,将纳入双层时间计划。如果成功的话,拟议的研究有可能在规划和调度领域做出重大贡献,这是实现流程工业全过程优化目标的基本组成部分。预计的一个主要成果是一种新的方法,用于整合规划和调度,以实现长期和短期生产目标的一致性和协调性,这可以转化为重大的经济节省。虽然拟议的GOALI项目将主要涉及与陶氏化学公司的合作,但也将涉及与卡内基梅隆大学高级工艺决策中心(CAPD)成员的石油、化学和工程/软件公司的潜在合作和研究成果的传播。这项研究的结果将被记录为案例研究,并将通过互联网提供,可能使大学和公司受益。
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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Ignacio Grossmann其他文献
HYPERSCALE MODELING: MOLECULE, PROCESS, ENTERPRISE
超大规模建模:分子、过程、企业
- DOI:
- 发表时间:
- 期刊:
- 影响因子:0
- 作者:
André Bardow;Ignacio Grossmann - 通讯作者:
Ignacio Grossmann
A comparative study of continuous-time models for scheduling of crude oil operations in inland refineries
内陆炼厂原油作业调度连续时间模型比较研究
- DOI:
10.1016/j.compchemeng.2012.05.009 - 发表时间:
2012-09 - 期刊:
- 影响因子:0
- 作者:
Xuan Chen;Ignacio Grossmann;Li Zheng - 通讯作者:
Li Zheng
Preface of the Special JOGO issue in Memory of Professor Christodoulos A. Floudas (1959–2016)
- DOI:
10.1007/s10898-018-0685-3 - 发表时间:
2018-07-03 - 期刊:
- 影响因子:1.700
- 作者:
Ignacio Grossmann;Panos Pardalos - 通讯作者:
Panos Pardalos
Ignacio Grossmann的其他文献
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{{ truncateString('Ignacio Grossmann', 18)}}的其他基金
World Congress of Chemical Engineering, Barcelona 2017
世界化学工程大会,巴塞罗那 2017
- 批准号:
1741750 - 财政年份:2017
- 资助金额:
-- - 项目类别:
Standard Grant
GOALI: Optimal Design and Operation of Reliable Process Systems
目标:可靠过程系统的优化设计和运行
- 批准号:
1705372 - 财政年份:2017
- 资助金额:
-- - 项目类别:
Standard Grant
Optimization Models for Investment, Operation and Water Management in Shale Gas Supply Chains
页岩气供应链投资、运营和水管理优化模型
- 批准号:
1437668 - 财政年份:2014
- 资助金额:
-- - 项目类别:
Standard Grant
GOALI: Multi-scale Optimization for the Design, Capacity Planning and Operation of Power Intensive Process Networks under Uncertain Electricity Prices and Market Demands
GOALI:电价和市场需求不确定下电力密集型过程网络的设计、容量规划和运营的多尺度优化
- 批准号:
1159443 - 财政年份:2012
- 资助金额:
-- - 项目类别:
Continuing Grant
Multiobjective Optimization Strategies for the Design of Sustainable Biofuel Processes
可持续生物燃料工艺设计的多目标优化策略
- 批准号:
0966524 - 财政年份:2010
- 资助金额:
-- - 项目类别:
Standard Grant
Open Cyberinfrastructure for Mixed-integer Nonlinear Programming: Collaboration and Deployment via Virtual Environments
用于混合整数非线性编程的开放网络基础设施:通过虚拟环境进行协作和部署
- 批准号:
0750826 - 财政年份:2008
- 资助金额:
-- - 项目类别:
Standard Grant
PASI On Emerging Trends in Process Systems Eng.: Sustainability, Energy, Biosystems , Multi-Scale Design Enterprise-Wide Optimization; Mar del Plata, Arg., Aug. 12-21, 2008
PASI 论过程系统工程的新兴趋势:可持续性、能源、生物系统、多尺度设计企业范围优化;
- 批准号:
0719635 - 财政年份:2007
- 资助金额:
-- - 项目类别:
Standard Grant
Advanced Computational Models for Multistage Stochastic Optimization of Process Systems with Renewable Resources
可再生资源过程系统多级随机优化的高级计算模型
- 批准号:
0521769 - 财政年份:2005
- 资助金额:
-- - 项目类别:
Standard Grant
Pan-American Advanced Studies Institute Program on Process Systems Engineering; Iguacu Falls; August 5-14, 2005
泛美高级研究所过程系统工程项目;
- 批准号:
0417670 - 财政年份:2005
- 资助金额:
-- - 项目类别:
Standard Grant
Support of Foundations of Computer Aided Process Operations (FOCAPO) 2003 Conference: A View to the Future Integration of R&D, Manufacturing and the Global Supply Chain
支持计算机辅助流程操作基金会 (FOCAPO) 2003 年会议:对 R 未来集成的展望
- 批准号:
0213622 - 财政年份:2002
- 资助金额:
-- - 项目类别:
Standard Grant
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