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Adaptive Cyber-Security Scheme Incorporating QoS Requirements for WAMC Applications
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electric Power and Energy Systems.ORCID iD: 0000-0002-6330-3055
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electric Power and Energy Systems.ORCID iD: 0000-0003-3014-5609
Washington State University. (School of Electrical Engineering and Computer Science)
Washington State University. (School of Electrical Engineering and Computer Science)
2018 (English)In: Power Systems Computation Conference (PSCC2018), IEEE conference proceedings, 2018Conference paper, Published paper (Refereed)
Abstract [en]

Smart Grid integrates power systems and communication systems to support intelligent control and operation applications. The inputs of those applications are normally measured data collected anywhere in the system and they are transmitted over Wide Area Networks (WAN). Challenges associated with Quality of Service (QoS) and cyber-security in the delivery of these data need to be addressed. In most research work in Smart Grid, QoS and cyber-security are considered separately. However, there is tension between the two: in order to maintain a certain level of QoS security might have to be compromised. The relationship is not, however, deterministic as both QoS and the performance of cyber-security countermeasures may vary over time. To address such challenges, this paper proposes a novel adaptive cyber-security scheme. It quantifies experts opinions of available cyber-security algorithms into a metric called security coverage. Then security coverage is adaptively optimized, by switching cyber-security algorithms, depending on observed data link QoS performance. The scheme is validated with simulation studies on a typical Wide Area Monitoring Control (WAMC) application, power oscillation damping control. The proposed adaptive cyber-security scheme is generally applicable to Smart Grid or power system applications that face varying communication performance during operation.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2018.
Keywords [en]
Adaptive Scheme, Cyber-Security, Quality of Service, Stateful Data Delivery Service, WAMC
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-230616DOI: 10.23919/PSCC.2018.8450583ISI: 000447282400194Scopus ID: 2-s2.0-85054028740OAI: oai:DiVA.org:kth-230616DiVA, id: diva2:1217693
Conference
20th Power Systems Computation Conference (PSCC2018), 11-15th June 2018, Dublin, Ireland
Note

Part of ISBN 978-1-910963-10-4

QC 20230922

Available from: 2018-06-13 Created: 2018-06-13 Last updated: 2023-09-22Bibliographically approved
In thesis
1. Quality Assurance of Time Critical Data Using Adaptive Data Delivery Mechanisms in Smart Grids
Open this publication in new window or tab >>Quality Assurance of Time Critical Data Using Adaptive Data Delivery Mechanisms in Smart Grids
2018 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Smart grids are proposed to integrate renewable energy and to improve the efficiency of power system operation. The challenges of integrating renewable energy are the inherent fluctuations of generation which are difficult to predict which may lead to challenges to the safe operation of power systems. Improving the efficiency of power systems means they should be operated closer to their limits. To solve these challenges, advanced protection and control applications, have been proposed that increase the accuracy of reactions and reduce the response time to events and faults. However, not all the data required for these applications can be delivered by the conventional Supervisory Control And Data Acquisition (SCADA) systems. As an example, synchrophasor data are intended to be delivered via a Wide Area Monitoring and Control (WAMC) system, which can be seen as a parallel data delivery infrastructure to SCADA. As deployment of intelligent substation secondary devices such as Intelligent Electronic Devices (IEDs), Merging Units (MUs), and Phasor Measurement Units (PMUs), data volume and data resolution in the power systems is increasing. To flexibly share data in the power system, different data delivery architectures have been proposed. Flexible data sharing brings benefits of information resiliency from different data sources. But it also raises the requirements on cyber-security for protection of the smart grid applications. Such needs are in turn being gradually addressed by new cyber-security mechanisms.

In this thesis, the main quality attributes for time critical smart grid applications being; data accuracy, information resiliency, communication performance, and cyber-security and their interrelation are studied. Most previous research has been focused on assurance on one of these quality attributes, while in practical implementation the attributes are clearly related and interdependent. There is consequently a lack of study of the interactions between these quality attributes.

This thesis focuses on the interactions of three pairs of these four time critical data quality attributes. The hypothesis of the interaction of each pair has been formulated as research question which is answered in different sections of the thesis. The results of this thesis show that information resiliency can increase the data accuracy and enhance the communication performance assurance to the smart grid application. This is in the thesis shown by two of the contributions presented in this thesis, being the implementation and validation of an adaptive data source selection mechanism to realize at substation level and wide area system level separately. In addition, since cyber-security mechanisms can affect the communication performance, specifically latency, and a trade off between security and performance may be needed. A third contribution in the thesis is a framework incorporating these two time critical quality attributes consisting of  an adaptive cyber-security scheme which contributes to the incorporation of performance requirements.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2018. p. 69
Series
TRITA-EECS-AVL ; 2019:16
Keywords
time critical data quality, adaptive mechanisms, quality assurance, Smart Grid, information resiliency, data accuracy, end-to-end latency, cyber-security, substation automation, power system communication
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering; Industrial Information and Control Systems
Identifiers
urn:nbn:se:kth:diva-243862 (URN)978-91-7873-105-3 (ISBN)
Public defence
2019-03-13, F3, Lindstedtsvägen 26, Stockholm, 22:41 (English)
Opponent
Supervisors
Note

QC 20190208

Available from: 2019-02-08 Created: 2019-02-07 Last updated: 2022-06-26Bibliographically approved

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Yiming, WuNordström, Lars

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