Loading [MathJax]/extensions/MathMenu.js
Multiple criteria decision making and risk analysis as risk management tools for power systems planning | IEEE Journals & Magazine | IEEE Xplore

Multiple criteria decision making and risk analysis as risk management tools for power systems planning


Abstract:

Uncertainties in power systems planning are getting more important nowadays due to the liberalization of the electricity industry and the increasing concern for the envir...Show More

Abstract:

Uncertainties in power systems planning are getting more important nowadays due to the liberalization of the electricity industry and the increasing concern for the environmental impact of electricity generation. This paper presents an electricity planning model which deals with uncertainty and its associated risk at two levels: at the first level, by minimizing environmental risk through a multiple-criteria model; and at the second level, by performing a risk analysis consistent with the multiple criteria model used before, and which applies classical decision rules for selecting the best planning strategy under uncertainty. Results show that the incorporation of additional criteria produce much more flexible and efficient strategies, which greatly reduce environmental risk at a little cost increment, while the risk analysis process selects flexible and robust strategies for the scenarios analyzed.
Published in: IEEE Transactions on Power Systems ( Volume: 17, Issue: 3, August 2002)
Page(s): 895 - 900
Date of Publication: 07 November 2002

ISSN Information:

Citations are not available for this document.

I. Introduction

Electricity planning is subject to a large degree of uncertainty, due, among others, to the following aspects [1]:

demand growth;

price and elasticity of electricity;

behavior of other energy and financial markets;

cost and availability of fuels and technologies;

reliability of generating groups;

inflation rates;

interest rates;

economic growth;

environmental regulation;

public opinion.

Cites in Papers - |

Cites in Papers - IEEE (23)

Select All
1.
Gonzalo Casaravilla, Ximena Caporale, "Regret Cost Analysis of the Generation Expansion Plans of Uruguay 2024-2033", 2023 IEEE PES GTD International Conference and Exposition (GTD), pp.356-360, 2023.
2.
Massimo La Scala, Maria Dicorato, Giuseppe Forte, Corrado Gadaleta, Chiara Giordano, Michela Migliori, Davide Monno, Enrico Maria Carlini, "Evaluating transmission network development alternatives through combined benefit analysis", 2022 18th International Conference on the European Energy Market (EEM), pp.1-6, 2022.
3.
Luca Piemonti, Corrado Gadaleta, Salvatore Moreno Gargiulo, Michela Migliori, "A novel Target Capacities Identification Methodology: the Italian Approach", 2020 AEIT International Annual Conference (AEIT), pp.1-5, 2020.
4.
Neagu Bogdan-Constantin, Grigoras Gheorghe, "Uncertainty-Based Decision Making in the Planning of Electric Transmission Networks", 2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), pp.1-4, 2019.
5.
Heng Shi, Qiuyang Ma, Nathan Smith, Furong Li, "Data-Driven Uncertainty Quantification and Characterization for Household Energy Demand Across Multiple Time-Scales", IEEE Transactions on Smart Grid, vol.10, no.3, pp.3092-3102, 2019.
6.
Yaser Tohidi, Mohammad Reza Hesamzadeh, Francois Regairaz, "Modified Benders Decomposition for Solving Transmission Investment Game With Risk Measure", IEEE Transactions on Power Systems, vol.33, no.2, pp.1936-1947, 2018.
7.
Tuan Ngo, Min Lwin, Surya Santoso, "Power transmission expansion planning based on voltage stability indexes", 2017 IEEE Power & Energy Society General Meeting, pp.1-4, 2017.
8.
Dong Han, Zheng Yan, Yiqun Song, Libing Yang, Yuanrui Hong, "A robust optimization approach to evaluate the impact of smart grid technologies on generation plans", 2014 International Conference on Power System Technology, pp.1706-1711, 2014.
9.
Daniela Borissova, Ivan Mustakerov, "A concept of intelligent e-maintenance decision making system", 2013 IEEE INISTA, pp.1-6, 2013.
10.
Ruiwei Jiang, Jianhui Wang, Muhong Zhang, Yongpei Guan, "Two-Stage Minimax Regret Robust Unit Commitment", IEEE Transactions on Power Systems, vol.28, no.3, pp.2271-2282, 2013.
11.
Chao Qin, Yuan Zeng, Zhe Liu, Baorong Zhou, Xiaoming Jin, Jianbin Chen, "BTNRAS, A tool for Transmission Network Risk Assessment", IEEE PES Innovative Smart Grid Technologies, pp.1-7, 2012.
12.
J. Li, K. Ozbay, "Risk based staged evacuation planning", 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp.2021-2026, 2011.
13.
V. S. K. Murthy Balijepalli, S. A. Khaparde, "A Holistic Approach for Transmission System Expansion Planning Studies: An Indian Experience", IEEE Systems Journal, vol.5, no.2, pp.199-212, 2011.
14.
Jun Hua Zhao, Zhao Yang Dong, Peter Lindsay, Kit Po Wong, "Flexible Transmission Expansion Planning With Uncertainties in an Electricity Market", IEEE Transactions on Power Systems, vol.24, no.1, pp.479-488, 2009.
15.
Feng Yi, Tian Kuo, Xiao Lin, Zeng Ming, "Economic evaluation and risk measurement for generation investment based on interval numbers", 2007 International Power Engineering Conference (IPEC 2007), pp.714-718, 2007.
16.
Chengjun Zhu, Jianzhong Zhou, Wei Wu, Li Mo, "Hydropower Portfolios Management via Markov Decision Process", IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics, pp.2883-2888, 2006.
17.
Ding Ming, Wu Yichun, "Optimal Expansion Planning of Wind-Diesel Energy System", 2006 International Conference on Power System Technology, pp.1-6, 2006.
18.
C. J. Zhu, J. Z. Zhou, J. J. Yang, W. Wu, "Optimal Scheduling of Hydropower Plant with Uncertainty Energy Price Risks", 2006 International Conference on Power System Technology, pp.1-6, 2006.
19.
Zhou Renjun, Wen Lianhong, Chu Xiaojie, Hu Min, "A Strategy for Med-Long Term Load Forecast Based on the Fuzzy Complementary AHP", 2006 49th IEEE International Midwest Symposium on Circuits and Systems, vol.1, pp.586-590, 2006.
20.
M.K. Sheik-El-Eslami, M.P. Moghaddam, S. Jadid, "Expansion planning in private generation companies: a practical method", 2006 IEEE Power Engineering Society General Meeting, pp.5 pp.-, 2006.
21.
M.P. Moghaddam, M.K. Sheik-El-Eslami, S. Jadid, "Power market long-term stability: a hybrid MADM/GA comprehensive framework", IEEE Transactions on Power Systems, vol.20, no.4, pp.2107-2116, 2005.
22.
Renjun Zhou, Hongming Yang, Xianzhong Duan, Jianbo Xin, "Simulating decision for power system planning based on multi-attribute fuzzy optimal selection", IEEE Power Engineering Society General Meeting, 2005, pp.1419-1423 Vol. 2, 2005.
23.
I.J. Ramirez-Rosado, C. Monteiro, E. Garcia-Garrido, V. Miranda, L.A. Fernandez-Jimenez, P.J. Zorzano-Santamaria, "Negotiation aid system to define priority maps for wind farm development", IEEE Transactions on Power Systems, vol.20, no.2, pp.618-626, 2005.

Cites in Papers - Other Publishers (44)

1.
Payam Dalaliyan Miandoab, Peyman Nazarian, Majid Moradlou, "Measuring the Long-Term Uncertainty Effect Reduction on Transmission Expansion Planning", International Journal of Mathematical, Engineering and Management Sciences, vol.9, no.6, pp.1258, 2024.
2.
Daniela Borissova, "Decision-Making in Structural Health Monitoring and Predictive Maintenance of Wind Turbines", Decision-Making in Design, Maintenance, Planning, and Investment of Wind Energy, vol.355, pp.207, 2024.
3.
Abimbola Windapo, Maahir Salie, Nnedinma Umeokafor, "The Efficacy of Innovative Project Management Tools in Mitigating Risks and Uncertainty in the Project Delivery Process", E3S Web of Conferences, vol.409, pp.06017, 2023.
4.
Lucas H. Pereira, Rafael B. Pereira, Pedro H. S. Prado, Felipe D. Cunha, Fabricio Goes, Roger S. Fiusa, Lorrany Fernanda Lopes da Silva, "Unstructured Data Analysis for Risk Management of Electric Power Transmission Lines", Applied Sciences, vol.12, no.11, pp.5292, 2022.
5.
Mohsen Rezaei, "Prioritization of biodiesel development policies under hybrid uncertainties: A possibilistic stochastic multi-attribute decision-making approach", Energy, vol.260, pp.125074, 2022.
6.
Güray Kara, Asgeir Tomasgard, Hossein Farahmand, "Characterizing flexibility in power markets and systems", Utilities Policy, vol.75, pp.101349, 2022.
7.
Juan José Cartelle Barros, Fernando de Llano Paz, Manuel Lara Coira, María Pilar de la Cruz López, Alfredo del Caño Gochi, Isabel Soares, "New approach for assessing and optimising the environmental performance of multinational electricity sectors: A European case study", Energy Conversion and Management, vol.268, pp.116023, 2022.
8.
D. V. N. Ananth, K. S. T. Vineela, "A review of different optimisation techniques for solving single and multi-objective optimisation problem in power system and mostly unit commitment problem", International Journal of Ambient Energy, vol.42, no.14, pp.1676, 2021.
9.
Hugh Rudnick, Constantin Velásquez, "Transmission Investment and Renewable Integration", Transmission Network Investment in Liberalized Power Markets, vol.79, pp.417, 2020.
10.
Hirushie Karunathilake, Ezzeddin Bakhtavar, Gyan Chhipi-Shrestha, Haroon R. Mian, Kasun Hewage, Rehan Sadiq, , 2020.
11.
Camelia Ram, "Scenario presentation and scenario generation in multi-criteria assessments: An exploratory study", Technological Forecasting and Social Change, vol.151, pp.119850, 2020.
12.
Shan Zhou, Pu Yang, "Risk Management in Distributed Wind Energy Implementing Analytic Hierarchy Process", Renewable Energy, 2019.
13.
L. S. Gerasimovich, O. L. Sapun, A. L. Sinenki, "Method for scientific substantiation of agrarian complex energy system using local resources", Proceedings of the National Academy of Sciences of Belarus. Agrarian Series, vol.57, no.1, pp.93, 2019.
14.
Luis Hernandez-Callejo, "A Comprehensive Review of Operation and Control, Maintenance and Lifespan Management, Grid Planning and Design, and Metering in Smart Grids", Energies, vol.12, no.9, pp.1630, 2019.
15.
Uzoma Okoro, Athanasios Kolios, "Multicriteria risk assessment framework for components' risk ranking: Case study of a complex oil and gas support structure", Journal of Multi-Criteria Decision Analysis, 2018.
16.
George Wright, George Cairns, Frances O'Brien, Paul Goodwin, "Scenario analysis to support decision making in addressing wicked problems: pitfalls and potential", European Journal of Operational Research, 2018.
17.
Quentin Perrier, "The second French nuclear bet", Energy Economics, 2018.
18.
Quentin Perrier, "The French Nuclear Bet", SSRN Electronic Journal, 2017.
19.
Minghua Shi, Qingxian Xiao, "Hesitant fuzzy linguistic aggregation operators based on global vision", Journal of Intelligent & Fuzzy Systems, vol.33, no.1, pp.193, 2017.
20.
Jing Qiu, Junhua Zhao, Zhao Yang Dong, "Probabilistic transmission expansion planning for increasing wind power penetration", IET Renewable Power Generation, vol.11, no.6, pp.837-845, 2017.
21.
Adiel Teixeira de Almeida, Marcelo Hazin Alencar, Thalles Vitelli Garcez, Rodrigo José Pires Ferreira, "A systematic literature review of multicriteria and multi-objective models applied in risk management", IMA Journal of Management Mathematics, vol.28, no.2, pp.153-184, 2017.
22.
M.J. Santos, P. Ferreira, M. Araújo, J. Portugal-Pereira, A.F.P. Lucena, R. Schaeffer, "Scenarios for the future Brazilian power sector based on a multi-criteria assessment", Journal of Cleaner Production, 2017.
23.
Michiel Nijhuis, Madeleine Gibescu, Sjef Cobben, "Risk-based framework for the planning of low-voltage networks incorporating severe uncertainty", IET Generation, Transmission & Distribution, vol.11, no.2, pp.419-426, 2017.
24.
Serkan Erbis, Zeynep Ok, Jacqueline A. Isaacs, James C. Benneyan, Sagar Kamarthi, "Review of Research Trends and Methods in Nano Environmental, Health, and Safety Risk Analysis", Risk Analysis, vol.36, no.8, pp.1644, 2016.
25.
Yingliang Li, Dilan Jayaweera, "Probabilistic Methods Applied in Power and Smart Grids", Smart Power Systems and Renewable Energy System Integration, vol.57, pp.141, 2016.
26.
Robin van den Honert, "Improving Decision Making about Natural Disaster Mitigation Funding in Australia—A Framework", Resources, vol.5, no.3, pp.28, 2016.
27.
Paul Nahmmacher, Eva Schmid, Michael Pahle, Brigitte Knopf, "Strategies against shocks in power systems – An analysis for the case of Europe", Energy Economics, vol.59, pp.455, 2016.
28.
Theodor J. Stewart, Ian Durbach, Multiple Criteria Decision Analysis, vol.233, pp.467, 2016.
29.
Uzoma Okoro, Athanasios Kolios, Lin Cui, "Multi-criteria risk assessment approach for components risk ranking– The case study of an offshore Wave Energy Converter", International Journal of Marine Energy, 2016.
30.
Azam Motahari, Saeed Malmasi, Nematollah Jafarzahe Haghighi Fard, "Application of a Multi-Criteria Decision-Making Approach for Ranking Environmental Risks Caused by Petrochemical Industries: A Case Study of a Sodium Carbonate Production Unit", Human and Ecological Risk Assessment: An International Journal, vol.21, no.2, pp.358, 2015.
Contact IEEE to Subscribe

References

References is not available for this document.