Collaborative Research: RIPS Type 2: Strategic Analysis and Design of Robust and Resilient Interdependent Power and Communications Networks

合作研究:RIPS 类型 2:稳健且有弹性的相互依赖的电力和通信网络的战略分析和设计

基本信息

  • 批准号:
    1441284
  • 负责人:
  • 金额:
    $ 31.5万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2014
  • 资助国家:
    美国
  • 起止时间:
    2014-11-01 至 2018-10-31
  • 项目状态:
    已结题

项目摘要

Power and communication networks, arguably the two most critical infrastructures of the nation, are highly interdependent in that communication networks transport measurement and control data of power network elements, and in turn require reliable power supplies to operate successfully. Hence, an initial failure in the power network can trigger failures in the communication network, which can then trigger further failures in the power network, thus resulting in a cascading failure. Existing models and analytical methods oversimplify the complex inter-relationships between power and communications networks, and hence are ineffective in dealing with cascading network stresses. The goal of this project is to develop and validate a fundamentally new paradigm for capturing the complexity of interdependency between networks in a tractable yet accurate manner, and to utilize its predictive power to determine outcomes of network stresses and to provide prescriptive solutions to mitigate cascading failures by strengthening critical network elements. While doing so, the project uses game theoretical methods to account for the socio-economic motivations that drive provisioning decisions in networks that are owned and operated by competing market entities that also have to cooperate with each other for the well-being of the entire power-communication network system. The project aims at both graduate and undergraduate curriculum development activities at the participating institutions, particularly at bringing together students from economics and social sciences disciplines that may not otherwise be exposed to the energy and communications domain. The project takes an important step towards the principled understanding of the interdependent power and communication networks, and the development of practical solutions that can be used to enhance their robustness. The research is organized into three interdependent thrust areas:1) Macro-level Analysis and Design: This thrust area establishes the analytical foundations of an innovative methodology based on Boolean logic based implicative interdependency relations to characterize interdependency between different network entities in large scale power and communication networks spanning the entire country, and its impact on overall network resilience. A key novelty of this approach is to distill complex interdependencies into analytically tractable logical relationships that can be used to make failure recovery decisions.2) Micro-level Analysis and Design: This thrust area delves deep into individual entities of the power and communication systems, such as system controllers and power generators, to understand how the health of each is affected by prevailing conditions. Constructing realistic graphs across different system entities and observing the cascade of events across the network through detailed simulations yield insights on the dependability of each constituent entity.3) Socio Economic Analysis: Given that the network/utility operators have different motivations, this thrust transforms technical insights into applicable policy decisions based on game theory and surveys/interviews conducted with the stakeholders for socio-economic analysis. Identifying value of the entities associated with each operator on overall system resilience, incentivizing them to harden crucial ones, and creation of an exchange to trade in resources form the key aspects of this part.The direct impact of this project is on providing recommendations on the critical issue of how best to enhance the resilience of power and communication infrastructure. The analytical methodology developed is also relevant to other heterogeneous interdependent networks. The educational aspect of the project is based around creating synergies between ideas drawn from engineering and the social sciences and making these available to a broad-spectrum of students. A special focus on providing learning opportunities to female and minority students is a further strength.
电力和通信网络可以说是国家最重要的两个基础设施,它们高度相互依赖,因为通信网络传输电力网络元件的测量和控制数据,并且反过来需要可靠的电源来成功运行。 因此,电力网络中的初始故障可以触发通信网络中的故障,通信网络中的故障然后可以触发电力网络中的进一步故障,从而导致级联故障。 现有的模型和分析方法过于简化了电力和通信网络之间复杂的相互关系,因此在处理级联网络压力时是无效的。 该项目的目标是开发和验证一个全新的范式,以一种易于处理但准确的方式捕捉网络之间相互依赖的复杂性,并利用其预测能力来确定网络压力的结果,并提供规范性的解决方案,通过加强关键网络元素来减轻级联故障。 在这样做的同时,该项目使用博弈论方法来解释社会经济动机,这些动机推动了由竞争市场实体拥有和运营的网络中的供应决策,这些竞争市场实体也必须相互合作,以确保整个电力通信网络系统的健康。 该项目的目的是在参与机构开展研究生和本科生课程编制活动,特别是将经济学和社会科学学科的学生聚集在一起,否则他们可能不会接触能源和通信领域。 该项目朝着相互依赖的电力和通信网络的原则性理解迈出了重要一步,并开发了可用于增强其鲁棒性的实用解决方案。 该研究分为三个相互依赖的重点领域:1)宏观层面的分析和设计:该重点领域建立了基于布尔逻辑的隐含相互依赖关系的创新方法的分析基础,以表征跨越整个国家的大规模电力和通信网络中不同网络实体之间的相互依赖性及其对整体网络弹性的影响。 这种方法的一个关键新奇是将复杂的相互依赖关系提炼成可用于做出故障恢复决策的分析易处理的逻辑关系。2)微观层面的分析和设计:该推力领域深入研究电力和通信系统的各个实体,如系统控制器和发电机,以了解每个实体的健康状况如何受到当前条件的影响。在不同的系统实体之间构建逼真的图形,并通过详细的模拟观察整个网络中的事件级联,从而深入了解每个组成实体的可靠性。3)社会经济分析:考虑到网络/公用事业运营商有不同的动机,这一推动力将技术见解转化为基于博弈论和与社会利益相关者进行的调查/访谈的适用政策决定,经济分析。识别与每个运营商相关的实体对整体系统弹性的价值,激励他们加强关键的,并创建一个交易所来交易资源,这是这一部分的关键方面。该项目的直接影响是就如何最好地提高电力和通信基础设施的弹性这一关键问题提供建议。 所开发的分析方法也适用于其他异质相互依存的网络。 该项目的教育方面是围绕创造从工程和社会科学的想法之间的协同作用,并使这些提供给广泛的学生。 特别注重为女生和少数民族学生提供学习机会,这是一个进一步的优势。

项目成果

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Chunming Qiao其他文献

Decentralized Machine Learning Through Experience-Driven Method in Edge Networks
通过边缘网络中的经验驱动方法进行去中心化机器学习
Demo: Attacking LiDAR Semantic Segmentation in Autonomous Driving
演示:攻击自动驾驶中的 LiDAR 语义分割
Achieving Fine-Grained Flow Management Through Hybrid Rule Placement in SDNs
通过 SDN 中的混合规则放置实现细粒度流量管理
Integrating Coflow and Circuit Scheduling for Optical Networks
集成光网络协流和电路调度
Spectrum allocation in spectrum-sliced elastic optical path networks using traffic prediction
  • DOI:
    10.1007/s11107-015-0489-z
  • 发表时间:
    2015-03-24
  • 期刊:
  • 影响因子:
    1.700
  • 作者:
    Sunny Shakya;Xiaojun Cao;Zilong Ye;Chunming Qiao
  • 通讯作者:
    Chunming Qiao

Chunming Qiao的其他文献

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{{ truncateString('Chunming Qiao', 18)}}的其他基金

PFI-TT: Crowdsourced Road Geometry Estimation using Smartphones
PFI-TT:使用智能手机进行众包道路几何估计
  • 批准号:
    2044670
  • 财政年份:
    2021
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
Collaborative Research: CCRI: New: Medium: A Development and Experimental Environment for Privacy-preserving and Secure (DEEPSECURE) Machine Learning
合作研究:CCRI:新:媒介:隐私保护和安全(DEEPSECURE)机器学习的开发和实验环境
  • 批准号:
    2120369
  • 财政年份:
    2021
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
SCC-IRG Track 2: Towards Quality Aware Crowdsourced Road Sensing for Smart Cities
SCC-IRG 第 2 轨:迈向智慧城市的质量意识众包道路传感
  • 批准号:
    1737590
  • 财政年份:
    2017
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
MRI: Development of iCAVE2 (Instrument for Connected and Autonomous Vehicle Evaluation and Experimentation)
MRI:开发 iCAVE2(联网和自动驾驶车辆评估和实验仪器)
  • 批准号:
    1626374
  • 财政年份:
    2016
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
Collaborative Research: Preserving User Privacy in Server-driven Dynamic Spectrum Access System
合作研究:在服务器驱动的动态频谱接入系统中保护用户隐私
  • 批准号:
    1547223
  • 财政年份:
    2016
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
CSR:Medium:Collaborative Research: An Analytical Approach to Quantifying Availability (AQUA) for Cloud Resource Provisioning and Allocation
CSR:中:协作研究:量化云资源配置和分配的可用性 (AQUA) 的分析方法
  • 批准号:
    1409809
  • 财政年份:
    2014
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
CPS: Medium: Addressing Design and Human Factors Challenges in Cyber Transportation Systems
CPS:中:解决网络运输系统中的设计和人为因素挑战
  • 批准号:
    1035733
  • 财政年份:
    2010
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
EAGER: Create a Socially-aware Single System Image (S3I) in GENI
EAGER:在 GENI 中创建具有社交意识的单一系统映像 (S3I)
  • 批准号:
    1049775
  • 财政年份:
    2010
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
SGER-Explorying Sociological Orbits in Mobile Users' Mobility Pattern
SGER-探索移动用户移动模式中的社会学轨道
  • 批准号:
    0553273
  • 财政年份:
    2005
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Standard Grant
Collaborative Research: NeTS-NR: Ultra-Broadband Optical Wireless Communication Networks
合作研究:NeTS-NR:超宽带光无线通信网络
  • 批准号:
    0435155
  • 财政年份:
    2004
  • 资助金额:
    $ 31.5万
  • 项目类别:
    Continuing Grant

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相似海外基金

Collaborative Research: RIPS Type 1: Human Geography Motifs to Evaluate Infrastructure Resilience
合作研究:RIPS 类型 1:评估基础设施弹性的人文地理学主题
  • 批准号:
    1664275
  • 财政年份:
    2016
  • 资助金额:
    $ 31.5万
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    Standard Grant
Collaborative Research: RIPS Type 2: Quantifying Disaster Resilience of Critical Infrastructure-based Societal Systems with Emergent Behavior and Dynamic Interdependencies
合作研究:RIPS 类型 2:量化具有紧急行为和动态相互依赖性的基于关键基础设施的社会系统的抗灾能力
  • 批准号:
    1722658
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    2016
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    $ 31.5万
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    Standard Grant
RIPS Type 2 Collaborative Research: Water and Electricity Infrastructure in the Southeast (WEIS) - Approaches to Resilient Interdependent Systems under Climate Change
RIPS 2 类合作研究:东南部水电基础设施 (WEIS) - 气候变化下具有弹性的相互依存系统的方法
  • 批准号:
    1440852
  • 财政年份:
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  • 批准号:
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  • 财政年份:
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    Standard Grant
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  • 批准号:
    1441226
  • 财政年份:
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  • 资助金额:
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