Influence of extreme weather and climate change on the resilience of power systems: impacts and possible mitigation strategies
Open accessThe claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Among models for physical energy systems subject to disruptions, statistical and simulation methods can be distinguished.
“Among models for physical energy systems subject to disruptions statistical and simulation methods can be distinguished [16,73].”
From Energy system resilience – A review (2021) · cites this paper as [73]
Section 3.1 (Modelling techniques; page unavailable) distinguishes analytical techniques from Monte Carlo simulations for assessing power-system reliability under weather-related disruptions. It supports the distinction between non-simulation and simulation approaches, but calls the former “analytical,” not “statistical,” and does not establish that these are equivalent categories. (LLM, conf=0.83)
Experimental — accuracy not yet measuredIn electricity transmission and distribution lines, a higher temperature reduces power transfer capacity, efficiency, and earthing efficiency.
“In electricity transmission and distribution lines, a higher temperature reduces the power transfer capacity and the efficiency as well as the earthing efficiency [73,140].”
From Energy system resilience – A review (2021) · cites this paper as [73]
Section 2 says high temperatures limit the transfer capability of transmission lines and increase energy losses, supporting reduced transfer capacity and efficiency. It says higher temperature affects substation earthing efficiency, but does not say that efficiency decreases; it also describes substation earthing, not earthing in transmission or distribution lines. No page number is available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Progress in electrical energy storage system: a critical review
Chen, H., Cong, T. N., Yang, W., Tan, C., Li, Y., & Ding, Y. (2009) · Progress in Natural Science · doi:10.1016/j.pnsc.2008.07.014 · Cited by 3,746 · see citing works
Reliability Evaluation of Power Systems
Billinton, R., & Allan, R. N. (1984) · Springer eBooks · doi:10.1007/978-1-4615-7731-7 · Cited by 3,366 · see citing works
Field, C. B., Barros, V. R., Stocker, T. F., Qin, D., Dokken, D. J., Ebi, K. L., Mastrandrea, M. D., Mach, K. J., Plattner, G., Allen, S., et al. (2012) · Cambridge University Press eBooks · Cited by 3,037 · see citing works
Reliability Evaluation of Power Systems
Billinton, R., & Allan, R. N. (1996) · Springer eBooks · doi:10.1007/978-1-4899-1860-4 · Cited by 2,980 · see citing works
Synchronized Phasor Measurements and Their Applications
Phadke, A. G., & Thorp, J. S. (2008) · Power electronics and power systems · doi:10.1007/978-0-387-76537-2 · Cited by 1,814 · see citing works
Demand side management: benefits and challenges
Strbac, G. (2008) · Energy Policy · doi:10.1016/j.enpol.2008.09.030 · Cited by 1,702 · see citing works
Overview of current and future energy storage technologies for electric power applications
Hadjipaschalis, I., Poullikkas, A., & Efthimiou, V. (2008) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2008.09.028 · Cited by 1,506 · see citing works
Lopes, J. P., Hatziargyriou, N. D., Mutale, J., Djapić, P., & Jenkins, N. (2006) · Electric Power Systems Research · doi:10.1016/j.epsr.2006.08.016 · Cited by 1,413 · see citing works
Energy storage systems for advanced power applications
Ribeiro, P. F., Johnson, B. K., Crow, M. L., Arsoy, A. B., & Liu, Y. (2001) · Proceedings of the IEEE · doi:10.1109/5.975900 · Cited by 1,059 · see citing works
Federal Emergency Management Agency (FEMA)
Papadakos, P. J., & Gestring, M. L. (2015) · Springer eBooks · doi:10.1007/978-3-642-29613-0_100622 · Cited by 1,001 · see citing works
(2003) · Cited by 969 · see citing works
The Grid: Stronger, Bigger, Smarter?: Presenting a Conceptual Framework of Power System Resilience
Panteli, M., & Mancarella, P. (2015) · IEEE Power and Energy Magazine · doi:10.1109/mpe.2015.2397334 · Cited by 851 · see citing works
Self-citationPanteli, M., & Mancarella, P. (2015) · IEEE Systems Journal · doi:10.1109/jsyst.2015.2389272 · Cited by 679 · see citing works
Self-citationEnergy sector vulnerability to climate change: A review
Schaeffer, R., Szklo, A. S., Lucena, A. F. P., Borba, B., Nogueira, L. P. P., Fleming, F. P., Troccoli, A., Harrison, M., & Boulahya, M. S. (2011) · Energy · doi:10.1016/j.energy.2011.11.056 · Cited by 631 · see citing works
Basak, P., Chowdhury, S., Dey, S. H. N., & Chowdhury, S. (2012) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2012.05.043 · Cited by 508 · see citing works
The Role of Energy Storage in Development of Smart Grids
Roberts, B. P., & Sandberg, C. (2011) · Proceedings of the IEEE · doi:10.1109/jproc.2011.2116752 · Cited by 411 · see citing works
Weather-Related Power Outages and Electric System Resiliency
Campbell, R. (2012) · University of North Texas Digital Library (University of North Texas) · Cited by 394 · see citing works
Sailor, D. J. (1997) · Energy · doi:10.1016/s0360-5442(97)00034-0 · Cited by 321 · see citing works
Hurricane hazard modeling: The past, present, and future
Vickery, P., Masters, F., Powell, M., & Wadhera, D. (2009) · Journal of Wind Engineering and Industrial Aerodynamics · doi:10.1016/j.jweia.2009.05.005 · Cited by 266 · see citing works
Performance assessment of topologically diverse power systems subjected to hurricane events
Winkler, J., Dueñas‐Osorio, L., Stein, R. M., & Subramanian, D. (2009) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2009.11.002 · Cited by 254 · see citing works
Measuring resilience in health care provider organizations
Mallak, L. A. (1998) · Health Manpower Management · doi:10.1108/09552069810215755 · Cited by 252 · see citing works
Value of security: modeling time-dependent phenomena and weather conditions
Rios, M. A., Kirschen, D. S., Jayaweera, D., et al. (2002) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2002.800872 · Cited by 238 · see citing works
Risk Analysis for Distribution Systems in the Northeast U.S. Under Wind Storms
Li, G., Zhang, P., Luh, P. B., et al. (2014) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2013.2286171 · Cited by 204 · see citing works
Modeling Weather-Related Failures of Overhead Distribution Lines
Zhou, Y., Pahwa, A., & Yang, S.-S. (2006) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2006.881131 · Cited by 201 · see citing works
The effect of weather on grid systems and the reliability of electricity supply
Ward, D. M. (2013) · Climatic Change · doi:10.1007/s10584-013-0916-z · Cited by 178 · see citing works
Shafieezadeh, A., Onyewuchi, U. P., Begovic, M. M., & DesRoches, R. (2013) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2013.2281265 · Cited by 159 · see citing works
Voltage contours for power system visualization
Weber, J. D., & Overbye, T. J. (2000) · IEEE Transactions on Power Systems · doi:10.1109/59.852151 · Cited by 159 · see citing works
IEEE PSRC Report on Global Industry Experiences With System Integrity Protection Schemes (SIPS)
Madani, V., Novosel, D., Horowitz, S. H., Adamiak, M. G., Amantegui, J., Karlsson, D., Imai, S., & Apostolov, A. (2010) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2010.2046917 · Cited by 154 · see citing works
Power System Reliability I-Measures of Reliability and Methods of Calculation
Gaver, D. P., Montmeat, F. E., & Patton, A. D. (1964) · IEEE Transactions on Power Apparatus and Systems · doi:10.1109/tpas.1964.4766068 · Cited by 149 · see citing works
Rüth, M., & Lin, A.-C. (2005) · Energy Policy · doi:10.1016/j.enpol.2005.04.016 · Cited by 149 · see citing works
A Reliability Model for Distribution Systems Incorporating Seasonal Variations in Severe Weather
Alvehag, K., & Söder, L. (2010) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2010.2090363 · Cited by 147 · see citing works
Gyuk, I. P., Johnson, M. D., Vetrano, J. S., et al. (2013) · Cited by 147 · see citing works
Mirasgedis, S., Sarafidis, Y., Georgopoulou, E., Kotroni, V., Lagouvardos, K., & Lalas, D. P. (2006) · Energy Conversion and Management · doi:10.1016/j.enconman.2006.10.022 · Cited by 144 · see citing works
Transmission System Reliability Evaluation Using Markov Processes
Billinton, R., & Bollinger, K. E. (1968) · IEEE Transactions on Power Apparatus and Systems · doi:10.1109/tpas.1968.292051 · Cited by 143 · see citing works
Billinton, R., & Singh, G. (2006) · IEE Proceedings - Generation Transmission and Distribution · doi:10.1049/ip-gtd:20045058 · Cited by 143 · see citing works
A Methodology for Evaluation of Hurricane Impact on Composite Power System Reliability
Liu, Y., & Singh, C. (2010) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2010.2050219 · Cited by 129 · see citing works
Risk assessment for transformer loading
Fu, W., McCalley, J. D., & Vittal, V. (2001) · IEEE Transactions on Power Systems · doi:10.1109/59.932267 · Cited by 129 · see citing works
Wang, P., & Billinton, R. (2002) · IEEE Transactions on Power Delivery · doi:10.1109/61.974216 · Cited by 122 · see citing works
Assessing the Impact of Insufficient Situation Awareness on Power System Operation
Panteli, M., Crossley, P. A., Kirschen, D. S., et al. (2013) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2013.2240705 · Cited by 112 · see citing works
Self-citationIntelligent alarm processing in power systems
Kirschen, D. S., & Wollenberg, B. F. (1992) · Proceedings of the IEEE · doi:10.1109/5.137221 · Cited by 112 · see citing works
Wang, P., & Billinton, R. (2001) · IEEE Power Engineering Review · doi:10.1109/mper.2001.4311187 · Cited by 110 · see citing works
Building a Resilient UK Energy System
Chaudry, M., Ekins, P., Kannan, R., Shakoor, A., Skea, J., Štrbac, G., Wang, X., & Whitaker, J. (2011) · NERC Open Research Archive (Natural Environment Research Council) · Cited by 108 · see citing works
Situation awareness: State of the art
Endsley, M. R., & Connors, E. S. (2008) · IEEE Power Engineering Society General Meeting · doi:10.1109/pes.2008.4596937 · Cited by 105 · see citing works
On the Influence of Weather Forecast Errors in Short-Term Load Forecasting Models
Fay, D., & Ringwood, J. V. (2010) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2009.2038704 · Cited by 103 · see citing works
Analyzing the Impact of Climate Change on Future Electricity Demand in Thailand
Parkpoom, S., & Harrison, G. P. (2008) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2008.922254 · Cited by 101 · see citing works
An analytical literature review of the available techniques for the protection of micro-grids
Mirsaeidi, S., Said, D. M., Mustafa, M. W., et al. (2014) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2014.01.032 · Cited by 91 · see citing works
Reliability Evaluation of Composite Power Systems Using Markov Cut-Set Method
Liu, Y., & Singh, C. (2009) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2009.2033802 · Cited by 89 · see citing works
Operational reliability assessment of power systems considering condition-dependent failure rate
Sun, Y., Wang, P., Cheng, L., et al. (2009) · IET Generation Transmission & Distribution · doi:10.1049/iet-gtd.2009.0006 · Cited by 84 · see citing works
Overbye, T. J., & Weber, J. D. (2001) · IEEE Spectrum · doi:10.1109/6.898800 · Cited by 84 · see citing works
A novel method for incorporating weather effects in composite system adequacy evaluation
Billinton, R., & Li, W. (1991) · IEEE Transactions on Power Systems · doi:10.1109/59.119260 · Cited by 79 · see citing works
Power Systems in Emergencies: From Contingency Planning to Crisis Management
KNIGHT, U. G. (2001) · Medical Entomology and Zoology · Cited by 69 · see citing works
Inclusion of weather effects in composite system reliability evaluation using sequential simulation
Bhuiyan, M. R. A. (1994) · IEE Proceedings - Generation Transmission and Distribution · doi:10.1049/ip-gtd:19941573 · Cited by 63 · see citing works
Key Technical Challenges for the Electric Power Industry and Climate Change
Beard, L. M., Cardell, J. B., Dobson, I., et al. (2009) · IEEE Transactions on Energy Conversion · doi:10.1109/tec.2009.2032578 · Cited by 58 · see citing works
Wind related faults on the GB transmission network
Murray, K., & Bell, K. R. W. (2014) · International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) · doi:10.1109/pmaps.2014.6960641 · Cited by 48 · see citing works
Climate change impacts on electricity demand
Parkpoom, S., Harrison, G. P., & Bialek, J. W. (2004) · Edinburgh Research Explorer (University of Edinburgh) · Cited by 42 · see citing works
Schläpfer, M., & Mancarella, P. (2011) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2011.2145394 · Cited by 40 · see citing works
Self-citationOutage predictions of electric power systems under Hurricane winds by Bayesian networks
Mensah, A. F., & Dueñas‐Osorio, L. (2014) · International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) · doi:10.1109/pmaps.2014.6960677 · Cited by 36 · see citing works
Transmission Line Reliability Models Including Common mode and Adverse Weather Effects
Billinton, R., & Kumar, Y. (1981) · IEEE Transactions on Power Apparatus and Systems · doi:10.1109/tpas.1981.316985 · Cited by 35 · see citing works
Billinton, R., & Acharya, J. R. (2006) · Conference proceedings - Canadian Conference on Electrical and Computer Engineering · doi:10.1109/ccece.2005.1557007 · Cited by 32 · see citing works
Situation Awareness in the Power Transmission and Distribution Industry
Connors, E. S., Endsley, M. R., & Jones, L. E. (2007) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193120705100415 · Cited by 30 · see citing works
Engineering resilient cyber-physical systems
Overbye, T. J. (2012) · IEEE Power and Energy Society General Meeting (PESGM) · doi:10.1109/pesgm.2012.6344943 · Cited by 30 · see citing works
Real-time data retrieval and new visualization techniques for the energy industry
Klump, R. P., & Weber, J. D. (2003) · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · doi:10.1109/hicss.2002.993964 · Cited by 30 · see citing works
Liu, Y., & Singh, C. (2010) · International Journal of Systems Assurance Engineering and Management · doi:10.1007/s13198-010-0024-7 · Cited by 29 · see citing works
Nourai, A., & Kearns, D. (2010) · IEEE Power and Energy Magazine · doi:10.1109/mpe.2009.935555 · Cited by 29 · see citing works
A Stochastic Weather Dependent Reliability Model for Distribution Systems
Alvehag, K., & Söder, L. (2008) · IEEE International Conference on Probabilistic Methods Applied to Power Systems · Cited by 28 · see citing works
Billinton, R., & Singh, G. (2003) · doi:10.1109/ccece.2002.1015180 · Cited by 22 · see citing works
Billinton, R., & Cheng, L. (1986) · IEE Proceedings C Generation Transmission and Distribution · doi:10.1049/ip-c.1986.0047 · Cited by 18 · see citing works
Stochastic approach for analytical fragility curves
Marano, G. C., Greco, R., & Mezzina, M. (2008) · KSCE Journal of Civil Engineering · doi:10.1007/s12205-008-0305-8 · Cited by 15 · see citing works
Vulnerability Assessment of Electric Power Supply under Extreme Weather Conditions
Barben, R. (2010) · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · doi:10.5075/epfl-thesis-4873 · Cited by 14 · see citing works
Routine or Crisis: The Search for Excellence
Leonard, H. B. “., & Howitt, A. M. (2008) · Cited by 8 · see citing works
Recognizing climate change in electricity network design and construction
Martikainen, A., Pykälä, M.-L., & Farin, J. (2007) · Cited by 8 · see citing works
Smart Grid Reliability Assessment Under Variable Weather Conditions
Islam, A. (2009) · Digital Commons - University of South Florida (University of South Florida) · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [22]22. Univ. of Cambridge and World Energy Council, Climate Change: Implications for the Energy Sector, 2013.
- [39]39. IEEE, Terms for reporting and analyzing outages of electrical transmission and distribution facilities and interruptions to customer service, 1973.
- [85]85. R. Billinton and W. Li, Reliability Assessment of Power Systems Using Monte Carlo Methods, Plenum Press, New York, 1994.
Cited by
Sorted by citations
Metrics and quantification of operational and infrastructure resilience in power systems
Panteli, M., Mancarella, P., Trakas, D. N., Kyriakides, E., & Hatziargyriou, N. D. (2017) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2017.2664141 · Cited by 809 · see citing works
Self-citationEnergy system resilience – A review
Jasiūnas, J., Lund, P. D., & Mikkola, J. (2021) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2021.111476 · Cited by 412 · see citing works
“In electricity transmission and distribution lines, a higher temperature reduces the power transfer capacity and the efficiency as well as the earthing efficiency [73,140].”
BackgroundToward a consensus on the definition and taxonomy of power system resilience
Gholami, A., Shekari, T., Amirioun, M. H., Aminifar, F., Amini, M. H., & Sargolzaei, A. (2018) · IEEE Access · doi:10.1109/access.2018.2845378 · Cited by 294 · see citing works
Metrics and quantitative framework for assessing microgrid resilience against windstorms
Amirioun, M. H., Aminifar, F., Lesani, H., & Shahidehpour, M. (2019) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2018.07.025 · Cited by 208 · see citing works
Burillo, D., Chester, M. V., Pincetl, S., & Fournier, E. (2019) · Energy Policy · doi:10.1016/j.enpol.2018.12.053 · Cited by 75 · see citing works
- Authors
- Panteli, M., & Mancarella, P.
- Affiliations
- University of Manchester (GB)
- Corresponding author
- Panteli, Mathaios
- Venue
- Electric Power Systems Research
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 127
- Pages
- 259-270
- ISSN
- 0378-7796 (ISSN-L)
- OpenAlex
- W775021449
- Cited by
- 932
- References
- 74
- Citations by year
- 2026: 129 · 2025: 149 · 2024: 107 · 2023: 105 · 2022: 98 · 2021: 96 · 2020: 74 · 2019: 69 · 2018: 44 · 2017: 31 · 2016: 24 · 2015: 5
- FWCI
- 57.34
- Type
- journal article
- Language
- en
- Open access
- Locations
- Electric Power Systems Research (publishedVersion)
- Research Explorer (The University of Manchester) (submittedVersion)
- Funders
- Engineering and Physical Sciences Research Council (EP/I035781/1)
- Topics
- Physical Sciences › Engineering › Civil and Structural Engineering › Infrastructure Resilience and Vulnerability Analysis
- Physical Sciences › Engineering › Safety, Risk, Reliability and Quality › Power System Reliability and Maintenance
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Power System Optimization and Stability
- Keywords
- extreme weather events, climate change, grid resilience, blackouts, critical infrastructure, power system reliability, resilience modeling, mitigation measures
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review