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Operational Risk Assessment of Electrical Power Transmission Systems
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Energy Science.ORCID iD: 0000-0001-9543-1302
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Electric power transmission systems transfer large amounts of power (typically hundreds of MW) over long distances (typically hundreds of kilometres) at high voltage (typically hundreds of kilovolts). The operational security of the transmission system has always been high top priority for the transmission system operator (TSO); because of this supply interruptions originating in the transmission grid are very rare. 

To maintain the high reliability of a transmission grid, TSOs deploy the N-1 operational security criterion. The predominant shortcoming of this criterion is that all contingency cases are treated as equal; no differential is made concerning probability and impact of individual contingency cases. 

Operational risk assessment complements the N-1 security assessment method, by incorporating the probability of contingency cases and their impact, the latter in terms of severity factors.  Important elements of operational risk assessment are lead time, instantaneous component outage model, contingency definition, contingency list and filtering, probability of contingency cases, and severity factor. The existing literature on operational risk assessment concentrates on contingency filtration and ranking. Only a limited amount of literature exists on definition of severity factors. 

The main purpose of this thesis is to identify and summarise different existing and required research trends on the fundamental elements of operational risk assessment.  The contributions of the thesis include:

  •   Identifying the fundamental elements of operational risk assessment and highlighting potential barriers against the practical implementation of operational risk assessment into the transmission system. Currently, TSOs are not deploying operational risk assessment, among others due to the absence of proper guidance and because of the high reliability resulting from the (N-1) criterion. Potential barriers against implementation of operational risk assessment, that were identified in the work, include absence of acceptable operational risk criteria, lack of a common and standardized set of severity factors, lack of sufficient knowledge on interpretation of operational risk results, and improper guidance on when and which types of measures are required to reduce the operational risk. 
  • Introducing multi-state component models, including hidden failures, to operational risk assessment. In the power grid, major blackouts occur due to contingency cases involving protection failures. Including protection and protection failures in operational risk assessment results in several practical and mathematical challenges. Practical challenges include obtaining transition rate data; mathematical challenges include computing the time-dependent state probability of a large Markov model. This thesis addresses these mathematical challenges and provides a way to resolve them.  
  • Clarifying the role of severity factor in operational risk assessment and proposing different deterministic and stochastic severity factors. The definition of the severity factor has a big impact on the way in which the results from operational risk assessment should be interpreted. A common set of severity factors is important for the interpretation of operational risk results and for the exchange of information and experience.

An important finding from this work is that operational risk assessment provides additional dimensions to the operational security planning, next to deterministic security criteria. However, several research gaps remain that need to be filled before implementation of operational risk assessment to existing transmission systems is possible.

Place, publisher, year, edition, pages
Luleå tekniska universitet, 2025.
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
Keywords [en]
Stochastic Security Assessment, Contingency, Severity Factor, Interpretation of ORA, Component Outage Model, Protection Failure, Stochastic Severity Factor
National Category
Power Systems and Components
Research subject
Electric Power Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-112067ISBN: 978-91-8048-799-3 (print)ISBN: 978-91-8048-800-6 (print)OAI: oai:DiVA.org:ltu-112067DiVA, id: diva2:1945973
Public defence
2025-06-04, Hörsal A, Luleå University of Technology, Skellefteå, 09:00 (English)
Supervisors
Projects
Operational Risk Assessment
Funder
Luleå University of Technology, 245110Available from: 2025-03-20 Created: 2025-03-20 Last updated: 2025-03-21Bibliographically approved
List of papers
1. Operational risk assessment of transmission Systems: A review
Open this publication in new window or tab >>Operational risk assessment of transmission Systems: A review
2024 (English)In: International Journal of Electrical Power & Energy Systems, ISSN 0142-0615, E-ISSN 1879-3517, Vol. 159, article id 109995Article, review/survey (Refereed) Published
Abstract [en]

The deterministic techniques in use for transmission-grid planning and operation have resulted in a high reliability, but they have certain limitations that could be removed by applying stochastic techniques. This paper presents a detailed review of one such stochastic technique: operational risk assessment. A general procedural model of operational risk assessment is introduced, based on one simple equation, highlighting the important elements. The research trends are presented for each of these elements: contingency definition and calculating the probability of a contingency case; contingency filtration methods; defining and calculating the severity factor. Next to an overview of the state-of-the-art, this paper contains a detailed discussion section, where the most important research gaps are identified. Emphasis is especially on bridging the gap between research and practical applications of operational risk assessment. The paper closes with a future outlook on operational risk assessment and its applications.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Power system reliability, Power transmission, Risk analysis, Stochastic processes, Transmission system operation, Transmission system security
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-105635 (URN)10.1016/j.ijepes.2024.109995 (DOI)001333863300001 ()2-s2.0-85193571953 (Scopus ID)
Note

Validerad;2024;Nivå 2;2024-05-28 (hanlid);

Full text license: CC BY

Available from: 2024-05-28 Created: 2024-05-28 Last updated: 2025-03-20Bibliographically approved
2. Instantaneous Component Outage Model Including Hidden Failures for Operational Risk Assessment
Open this publication in new window or tab >>Instantaneous Component Outage Model Including Hidden Failures for Operational Risk Assessment
2025 (English)Manuscript (preprint) (Other academic)
National Category
Power Systems and Components
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-112042 (URN)
Funder
Luleå University of Technology, 245110
Available from: 2025-03-18 Created: 2025-03-18 Last updated: 2025-03-27Bibliographically approved
3. Investigating Various Severity Factor Behaviors for Operational Risk Assessment
Open this publication in new window or tab >>Investigating Various Severity Factor Behaviors for Operational Risk Assessment
2022 (English)In: Electricity, E-ISSN 2673-4826, Vol. 3, no 3, p. 325-345Article in journal (Refereed) Published
Abstract [en]

Operational risk assessment is a stochastic approach to quantify the operational security of power systems. In this study, the interrelation between severity factor and operational risk, two important parameters in operational risk assessment, is analyzed. Four different definitions of severity factor, based on the results from network studies, are proposed and applied, resulting in different values for the operational risk indices. The behavior of these indices is analyzed under varying operating conditions and compared with the behavior of the severity factor for individual contingencies. This study confirms the importance of the severity factor definition and shows that multiple operational risk indices are required to obtain a clear picture of the operational security of a transmission system. One risk index may increase while another decreases.

Place, publisher, year, edition, pages
MDPI, 2022
Keywords
contingency, operational risk assessment, power risk analysis, power system security, severity factor, voltage collapse
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-101261 (URN)10.3390/electricity3030018 (DOI)001187463200001 ()2-s2.0-85163777312 (Scopus ID)
Note

Godkänd;2024;Nivå 0;2024-01-11 (hanlid);

Full text license: CC BY

Available from: 2024-01-11 Created: 2024-01-11 Last updated: 2025-03-20Bibliographically approved
4. Graphical Ways to Visualize Operational Risk Results for Transmission System Contingencies
Open this publication in new window or tab >>Graphical Ways to Visualize Operational Risk Results for Transmission System Contingencies
2022 (English)In: Electricity, E-ISSN 2673-4826, Vol. 3, no 3, p. 442-462Article in journal (Refereed) Published
Abstract [en]

The increased complexity of the transmission grid can endanger the operational security of the grid. Operational risk assessment, a stochastic tool, helps to enhance security. Contingency analysis and its impact quantification are the main constituents of operational risk assessment. In this study, different graphical methods are proposed to visualize operational risk contingency-based detailed results: heat-map and risk-based contingency chart. Through the heat-map, the system operator can determine which contingencies contribute most to the operational risk and would therefore be the most threatening contingencies for operational security of the grid. The “risk-based contingency chart” allows the system operator to analyze contingency cases from the probability and impact aspect in one chart. Both tools may be used in the control room for improved operational planning. In this study of contingency analysis and various types of network studies of severity factor quantification, the IEEE 39-Bus sample network is used in Power-Factory to analyze the contingencies behavior under different operational scenarios.

Place, publisher, year, edition, pages
MDPI, 2022
Keywords
contingencies, contingency contribution, operational risk assessment, operational security, power system planning, power system security, power network studies, risk-based contingency chart, stochastic method, severity factor
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering Energy Systems
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-101482 (URN)10.3390/electricity3030023 (DOI)001187464100001 ()2-s2.0-85168089004 (Scopus ID)
Note

Godkänd;2023;Nivå 0;2023-09-29 (hanlid)

Available from: 2023-09-29 Created: 2023-09-29 Last updated: 2025-03-20Bibliographically approved
5. Risk-Based Day-Ahead Operational Planning of Transformers by Deploying Thermal Overloading Severity Factors
Open this publication in new window or tab >>Risk-Based Day-Ahead Operational Planning of Transformers by Deploying Thermal Overloading Severity Factors
2025 (English)Manuscript (preprint) (Other academic)
National Category
Power Systems and Components
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-112044 (URN)
Funder
Luleå University of Technology, 245110
Available from: 2025-03-18 Created: 2025-03-18 Last updated: 2025-03-27Bibliographically approved
6. Operational Risk Assessment of Industrial Networks: Issues and Challenges
Open this publication in new window or tab >>Operational Risk Assessment of Industrial Networks: Issues and Challenges
2023 (English)In: 27th International Conference on Electricity Distribution (CIRED 2023), IEEE, 2023, p. 2998-3002, article id 11103Conference paper, Published paper (Refereed)
Place, publisher, year, edition, pages
IEEE, 2023
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-103644 (URN)10.1049/icp.2023.0946 (DOI)2-s2.0-85181531727 (Scopus ID)
Conference
27th International Conference and Exhibition on Electricity Distribution (CIRED 2023), Rome, Italy, June 12-15, 2023
Note

ISBN for host publication: 978-1-83953-855-1; 

Available from: 2024-01-16 Created: 2024-01-16 Last updated: 2025-03-20Bibliographically approved
7. Operational Risk Assessment – Time for a Smarter Look at Reliability for Power Transmission Systems
Open this publication in new window or tab >>Operational Risk Assessment – Time for a Smarter Look at Reliability for Power Transmission Systems
2022 (English)Conference paper, Published paper (Refereed)
National Category
Power Systems and Components
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-112066 (URN)
Conference
IEEE Smart Gird eBulletin
Projects
Operational Risk Assessment
Funder
Luleå University of Technology, 245110
Available from: 2025-03-20 Created: 2025-03-20 Last updated: 2025-03-20

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910111213141512 of 15
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