课题基金 / 基金详情

CAREER: Control, Optimization, and Market Design for Efficient and Reliable Integration of Renewable Energy Sources in Electric Power Systems

CAREER: Control, Optimization, and Market Design for Efficient and Reliable Integration of Renewable Energy Sources in Electric Power Systems
职业:电力系统中可再生能源高效可靠集成的控制、优化和市场设计
批准号:
1752362
负责人:
Enrique Mallada
金额:
$50.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-03-15 至 2024-02-29

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中文摘要
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英文摘要
The U.S. power grid is in the midst of its most fundamental transformation since its inception. Spurred by the need to reduce emissions, the electric generation mix is drifting away from traditional fuel-based sources, towards new renewable sources with very different characteristics. However, integrating renewable sources into the existing grid in an efficient and reliable manner will not be possible unless one devises appropriate mechanisms to overcome the technical challenges associated with high levels of renewable penetration. The main challenges that hinder high levels of renewable penetration include (a) the increased dynamic degradation induced by renewable sources, (b) the uncertainty and intermittency in energy production levels, and (c) the incentives misalignment that preclude renewable energy sources to behave in a more grid-friendly manner. To address these challenges this CAREER proposal aims to develop a new generation of decentralized controllers, distributed algorithms, and market designs that can unlock today's grid rigidity, capture the value of fast timescale actions in operational costs, and allow a seamless integration of renewables. This is achieved by focusing on two main goals. The first goal aims to develop analysis and design tools that allow the systematic design of (i) decentralized algorithms with robustness guarantees, (ii) dynamics-aware distributed optimization algorithms that can perform real-time optimization without introducing system-wide instabilities, and (iii) multi-timescale markets that integrate operations and controls. The second goal is to leverage the developed tools in the design of new control features that are aimed at boosting the grid flexibility. The three new applications proposed in this project are: (a) Dynamic Droop Control (iDroop), (b) Real-time Congestion Management (RCM), and (c) Voltage Collapse Stabilization (VCS). The project also contains an integrated educational and outreach plan that includes (a) development of a new course on networked dynamical systems, (b) undergraduate research that explores high-risk high-reward topics, (c) involvement of women and ethnic minorities in the preparation of demonstrations and testbeds, and (d) K-12 and community outreach through the Johns Hopkins Center for Educational Outreach.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.
期刊论文(47)
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会议论文
DOI: 10.23919/acc50511.2021.9482829
发表时间: 2020-10
期刊: 2021 American Control Conference (ACC)
影响因子: --
作者: [Agustin Castellano;J. Bazerque;Enrique Mallada]
通讯作者: Agustin Castellano;J. Bazerque;Enrique Mallada
On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks
论初始化对过参数化线性网络收敛性和隐式偏差的显性作用
DOI: --
发表时间: 2021
期刊: Proceedings of Machine Learning Research
影响因子: --
作者: [Min, Hancheng, Tarmoun, Salma, Vidal, Rene, Mallada, Enrique]
通讯作者: Mallada, Enrique
Inner Approximations of the Positive-Semidefinite Cone via Grassmannian Packings
通过格拉斯曼堆积的正半定锥的内近似
DOI: 10.1109/cdc45484.2021.9682923
发表时间: 2021
期刊: Conference on Decision and Control
影响因子: --
作者: [Zheng, Tianqi, Guthrie, James, Mallada, Enrique]
通讯作者: Mallada, Enrique
Robust Scale-Free Synthesis for Frequency Control in Power Systems
用于电力系统频率控制的鲁棒无标度综合
DOI: 10.1109/tcns.2019.2922503
发表时间: 2019
期刊: IEEE Transactions on Control of Network Systems
影响因子: 4.2
作者: [Pates, Richard, Mallada, Enrique]
通讯作者: Mallada, Enrique
38
    Collaborative Research: CPS: Medium: Enabling DER Integration via Redesign of Information Flows
    • 批准号:
      2136324
    • 项目类别:
      Standard Grant
    • 资助金额:
      $40.0万
    • 财政年份:
      2021
    • 负责人:
      Enrique Mallada
    • 依托单位:
    AMPS: Dynamics-Aware Algorithms for Real-Time Structured Fault Detection in Power Systems
    • 批准号:
      1736448
    • 项目类别:
      Standard Grant
    • 资助金额:
      $23.07万
    • 财政年份:
      2017
    • 负责人:
      Enrique Mallada
    • 依托单位:
    An Optimization Decomposition Framework for Principled Multi-Timescale Market Design and Co-Optimization
    • 批准号:
      1711188
    • 项目类别:
      Standard Grant
    • 资助金额:
      $35.09万
    • 财政年份:
      2017
    • 负责人:
      Enrique Mallada
    • 依托单位:
    国内基金
    海外基金
    Cortical control of internal state in the insular cortex-claustrum region