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Determination and prioritization of criteria to design urban energy resilience conceptual model (part 2)

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Abstract

Currently, approximately 60% of the global population resides in urban areas. Urban energy resilience can be distinguished into two categories: short-term resilience—the ability to cope with natural disasters, and long-term resilience—the ability to withstand the adverse impacts of climate change. In this study, the outcomes of the previous study, which prioritized 34 sub-criteria based on a four-factor classification: technical/infrastructural, built environment, governance, and socio-cultural aspects of both short and long-term approaches, are employed as the basis for the comprehensive resilience management model. The fuzzy analytic hierarchy process is used to quantify each resilience sub-criterion by considering four aspects of availability, affordability, availability, and acceptability. A novel integrated index, the urban energy circular resilience index, is introduced by utilizing these quantified sub-criteria to evaluate the energy resilience of urban areas. The calculated circular resilience index value for Tehran city as a case study was reported as 33.12 and 26.47% in short-term and long-term resilience, respectively, compared to the ideal city. These findings highlight the need for a detailed action plan to ensure the energy resilience of Tehran. To improve the energy resilience of the city, several action plans have been prioritized, including the generation and provision of energy from renewable sources, energy consumption management, climate adaptation, financial and executive mechanisms to reinforce existing laws, incentive methods, and public awareness. This study’s comprehensive resilience model and index enable organizations to manage the energy supply, reduce energy consumption, and mitigate the various effects of climate change effectively.

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Notes

  1. Short-Term _Urban Energy_ Circular Resiliency Index.

  2. Long-Term _Urban Energy_ Circular Resiliency Index.

References

  • Ahmadi S, Saboohi Y, Vakili A (2021) Frameworks, quantitative indicators, characters, and modeling approaches to analysis of energy system resilience: a review. Renew Sustain Energy Rev 144:110988

    Article  Google Scholar 

  • Alibašić H (2018) Sustainability and resilience planning for local governments. Springer International Publishing, USA

    Book  Google Scholar 

  • Ali-Toudert F, Ji L, Fährmann L, Czempik S (2020) Comprehensive assessment method for sustainable urban development (CAMSUD)-a new multi-criteria system for planning, evaluation and decision-making. Prog Plan 140:100430

    Article  Google Scholar 

  • Ang BW, Choong WL, Ng TS (2015) Energy security: Definitions, dimensions and indexes. Renew Sustain Energy Rev 42:1077–1093

    Article  Google Scholar 

  • Arghandeh R, Brown M, Del Rosso A, Ghatikar G, Stewart E, Vojdani A, von Meier A (2014) The local team: Leveraging distributed resources to improve resilience. IEEE Power Energ Mag 12(5):76–83

    Article  Google Scholar 

  • Attia S, Levinson R, Ndongo E, Holzer P, Kazanci OB, Homaei S, Heiselberg P (2021) Resilient cooling of buildings to protect against heat waves and power outages: Key concepts and definition. Energy and Buildings 239:110869

    Article  Google Scholar 

  • Bagheri M, Delbari SH, Pakzadmanesh M, Kennedy CA (2019) City-integrated renewable energy design for low-carbon and climate-resilient communities. Appl Energy 239:1212–1225

    Article  Google Scholar 

  • Béné C, Mehta L, McGranahan G, Cannon T, Gupte J, Tanner T (2017) Resilience as a policy narrative: Potentials and limits in the context of urban planning. Climate Dev 10(2):116–133

    Article  Google Scholar 

  • Berardi U, GhaffarianHoseini A (2014) State-of-the-art analysis of the environmental benefits of green roofs. Appl Energy 115:411–428

    Article  Google Scholar 

  • Bibri SE, Krogstie J (2020) Environmentally data-driven smart sustainable cities: applied innovative solutions for energy efficiency, pollution reduction, and urban metabolism. Energy Informatics 3(1):1–59

    Article  Google Scholar 

  • Blum H, Legey LF (2012) The challenging economics of energy security: ensuring energy benefits in support to sustainable development. Energy Economics 34(6):1982–1989

    Article  Google Scholar 

  • Bouffard F, Kirschen DS (2008) Centralised and distributed electricity systems. Energy Policy 36(12):4504–4508

    Article  Google Scholar 

  • Buckley N, Mills G, Letellier-Duchesne S, Benis K (2021) Designing an energy-resilient neighbourhood using an urban building energy model. Energies 14(15):4445

    Article  Google Scholar 

  • Charoenkit S, Kumar S (2014) Environmental sustainability assessment tools for low carbon and climate resilient low income housing settlements. Renew Sustain Energy Rev 38:509–525

    Article  Google Scholar 

  • Chaudry M, Ekins P, Ramachandran K, Shakoor A, Skea J, Strbac G, Whitaker J. (2011). Building a resilient UK energy system

  • Cohen S (2021) Interconnected sensor networks and digital urban governance in data-driven smart sustainable cities. Geopolit History, Int Relat 13(1):97–107

    Google Scholar 

  • Colenbrander S, Lindfield M, Lufkin J, Quijano N (2018) Financing low-carbon, climate-resilient cities. Coalit Urban Trans London Washington, DC. Coalit Urban Trans C40 Climate Leadership Group WRI Ross Center for Sust Cities 10:3

    Google Scholar 

  • Costa A, Ng TS, Kang J, Zhuochun W, Bin S (2022) Modelling fortification strategies for network resilience optimization: the case of immunization and mitigation. IISE Trans. https://doi.org/10.1080/24725854.2022.2123116

    Article  Google Scholar 

  • De Magalhães RF, Danilevicz ÂDMF, de Souza JS, Echeveste ME (2022) The risk management tools’ role for urban infrastructure resilience building. Urban Climate 46:101296

    Article  Google Scholar 

  • Dong K, Dong X, Jiang Q, Zhao J (2021) Assessing energy resilience and its greenhouse effect: a global perspective. Energy Economics 104:105659

    Article  Google Scholar 

  • Esfandi S, Rahmdel L, Nourian F, Sharifi A (2022) The role of urban spatial structure in energy resilience: an integrated assessment framework using a hybrid factor analysis and analytic network process model. Sustain Cities Soc 76:103458

    Article  Google Scholar 

  • Eskridge M (2019) Privacy and security data governance: Surveillance mechanisms and resilience risks of smart city technologies. Contemp Readings l and Soc Just 11:63

    Article  Google Scholar 

  • Esteban M, Portugal-Pereira J (2014) Post-disaster resilience of a 100% renewable energy system in Japan. Energy 68:756–764

    Article  Google Scholar 

  • EU (2008) Council Directive 2008/114/EC: On the identification and designation of European critical infrastructures and the assessment of the need to improve their protection. Off J Eur Union 345:75–82

    Google Scholar 

  • Fankhauser S, Jotzo F (2018) Economic growth and development with low-carbon energy. Wiley Interdiscip Rev: Climate Change 9(1):e495

    Google Scholar 

  • Faraji J, Hashemi-Dezaki H, Ketabi A (2021) Stochastic operation and scheduling of energy hub considering renewable energy sources’ uncertainty and N-1 contingency. Sustain Cities Soc 65:102578

    Article  Google Scholar 

  • Fastenrath S, Coenen L, Davidson K (2019) Urban resilience in action: the resilient melbourne strategy as transformative urban innovation policy? Sustainability 11(3):693

    Article  Google Scholar 

  • Feng X, Xiu C, Bai L, Zhong Y, Wei Y (2020) Comprehensive evaluation of urban resilience based on the perspective of landscape pattern: a case study of Shenyang city. Cities 104:102722

    Article  Google Scholar 

  • Gargari MZ, Ghaffarpour R (2020) Reliability evaluation of multi-carrier energy system with different level of demands under various weather situation. Energy 196:117091

    Article  Google Scholar 

  • Gargari MZ, Hagh MT, Zadeh SG (2021) Preventive maintenance scheduling of multi energy microgrid to enhance the resiliency of system. Energy 221:119782

    Article  Google Scholar 

  • Ghaffarpour R, Mozafari B, Ranjbar AM, Torabi T (2018) Resilience oriented water and energy hub scheduling considering maintenance constraint. Energy 158:1092–1104

    Article  Google Scholar 

  • Grubler A, Bai X, Buettner T, Dhakal S, Fisk DJ, Ichinose T, Keirstead JE, Sammer G, Satterthwaite D, Schulz NB, Shah N, Steinberger J, Weisz H, Ahamer G, Baynes T, Curtis D, Doherty M, Eyre N, Fujino J, Hanaki K, Kainuma M, Kaneko S, Lenzen M, Meyers J, Nakanishi H, Novikova V, Rajan KS, Seo S, Shrestha RM, Shukla PR, Sverdlik A, Sathaye J, Johansson TB, Nakicenovic N, Patwardhan A, Gomez-Echeverri L (2012) Urban energy systems. In: Johansson TB, Nakicenovic N, Patwardhan A, Gomez-Echeverri L (eds) Global energy assessment (GEA): toward a sustainable future. Cambridge University Press, Cambridge, pp 1307–1400. https://doi.org/10.1017/CBO9780511793677.024

    Chapter  Google Scholar 

  • He P, Ng TS, Su B (2019) Energy-economic resilience with multi-region input–output linear programming models. Energy Economics 84:104569

    Article  Google Scholar 

  • http://Iran.UNFPA.org

  • Hussain A, Bui VH, Kim HM (2019) Microgrids as a resilience resource and strategies used by microgrids for enhancing resilience. Appl Energy 240:56–72

    Article  Google Scholar 

  • Hussey K, Pittock J (2012) The energy–water nexus: Managing the links between energy and water for a sustainable future. Ecol Soc. https://doi.org/10.5751/ES-04641-170131

    Article  Google Scholar 

  • Jabareen Y (2013) ؛Planning the resilient city: concepts and strategies for coping with climate change and environmental risk. Cities 31:220–229

    Article  Google Scholar 

  • Kennedy C, Corfee-Morlot J (2013) Past performance and future needs for low carbon climate resilient infrastructure—An investment perspective. Energy Policy 59:773–783

    Article  Google Scholar 

  • Khezri R, Mahmoudi A, Aki H (2021) Resiliency-oriented optimal planning for a grid-connected system with renewable resources and battery energy storage. IEEE Trans Ind Appl 58(2):2471–2482

    Article  Google Scholar 

  • Konstantinou C (2021) Toward a secure and resilient all-renewable energy grid for smart cities. IEEE Consumer Electron Magaz 11(1):33–41

    Article  Google Scholar 

  • Kruyt B, van Vuuren DP, de Vries HJM, Groenenberg H (2009) Indicators for energy security. Energy Policy 37(6):2166–2181

    Article  Google Scholar 

  • Lee T, Lee T, Lee Y (2014) An experiment for urban energy autonomy in Seoul: the one ‘less’ nuclear power plant policy. Energy Policy 74:311–318

    Article  Google Scholar 

  • Lin ST, Niu HJ (2018) Green consumption: E nvironmental knowledge, environmental consciousness, social norms, and purchasing behavior. Bus Strateg Environ 27(8):1679–1688

    Article  Google Scholar 

  • Linkov I, Eisenberg DA, Plourde K, Seager TP, Allen J, Kott A (2013) Resilience metrics for cyber systems. Environ Syst Decisions 33(4):471–476

    Article  Google Scholar 

  • Manfren M, Caputo P, Costa G (2011) Paradigm shift in urban energy systems through distributed generation: methods and models. Appl Energy 88(4):1032–1048

    Article  Google Scholar 

  • Manoj Kumar N, Ghosh A, Chopra SS (2020) Power resilience enhancement of a residential electricity user using photovoltaics and a battery energy storage system under uncertainty conditions. Energies 13(16):4193

    Article  Google Scholar 

  • Manshadi SD, Khodayar ME (2015) Resilient operation of multiple energy carrier microgrids. IEEE Trans Smart Grid 6(5):2283–2292

    Article  Google Scholar 

  • Marique AF, Reiter S (2014) A simplified framework to assess the feasibility of zero-energy at the neighbourhood/community scale. Energy Buildings 82:114–122

    Article  Google Scholar 

  • McGuirk P, Dowling R, Bulkeley H (2014) Repositioning urban governments? Energy efficiency and Australia’s changing climate and energy governance regimes. Urban Studies 51(13):2717–2734

    Article  Google Scholar 

  • Meerow S, Pajouhesh P, Miller TR (2019) Social equity in urban resilience planning. Local Environ 24(9):793–808

    Article  Google Scholar 

  • Minne L, Pandit A, Crittenden JC, Begovic MM, Kim I, Jeong H, Chang M et al (2013) Energy and water interdependence, and their implications for urban areas. Electrical transmission systems and smart grids: selected entries from the encyclopedia of sustainability science and technology, pp 239–270

  • Minuto FD, Lanzini A (2022) Energy-sharing mechanisms for energy community members under different asset ownership schemes and user demand profiles. Renew Sustain Energy Rev 168:112859

    Article  Google Scholar 

  • Mohaghegh Zahed L, Abbaspour M, Ghodoosi J, Sharifi A (2022) Determination and prioritization of criteria to design urban energy resilience conceptual model (Part 1). Int J Environ Sci Technol 19(5):3593–3606. https://doi.org/10.1007/s13762-022-03949-8

    Article  Google Scholar 

  • Molyneaux L, Wagner L, Froome C, Foster J (2012) Resilience and electricity systems: a comparative analysis. Energy Policy 47:188–201

    Article  Google Scholar 

  • Mulugetta Y, Urban F (2010) Deliberating on low carbon development. Energy Policy 38(12):7546–7549

    Article  Google Scholar 

  • Mutani G, Todeschi V (2018) Energy resilience, vulnerability and risk in urban spaces. J Sustain Develop Energy, Water Environ Syst 6(4):694–709

    Article  Google Scholar 

  • Mutani G, Todeschi V (2021) GIS-based urban energy modelling and energy efficiency scenarios using the energy performance certificate database. Energ Effi 14(5):1–28

    Google Scholar 

  • Mutani G, Santantonio S, Brunetta G, Caldarice O, Demichela M (2021) An energy community for territorial resilience: Measurement of the risk of an energy supply blackout. Energy and Buildings 240:110906

    Article  Google Scholar 

  • Nazari-Heris M, Mohammadi-Ivatloo B, Asadi S (2020) Optimal operation of multi-carrier energy networks with gas, power, heating, and water energy sources considering different energy storage technologies. J Energy Storage 31:101574

    Article  Google Scholar 

  • Nazemi M, Moeini-Aghtaie M, Fotuhi-Firuzabad M, Dehghanian P (2019) Energy storage planning for enhanced resilience of power distribution networks against earthquakes. IEEE Trans Sustain Energy 11(2):795–806

    Article  Google Scholar 

  • Newell B, Marsh DM, Sharma D (2011) Enhancing the resilience of the Australian national electricity market: taking a systems approach in policy development. Ecol Soc. https://doi.org/10.5751/ES-04132-160215

    Article  Google Scholar 

  • Nolden C, Barnes J, Nicholls J (2020) Community energy business model evolution: a review of solar photovoltaic developments in England. Renew Sustain Energy Rev 122:109722

    Article  Google Scholar 

  • Novotny V (2013) Water–energy nexus: retrofitting urban areas to achieve zero pollution. Build Res Inf 41(5):589–604

    Article  Google Scholar 

  • Perera ATD, Nik VM, Chen D, Scartezzini J-L, Hong T (2020) Quantifying the impacts of climate change and extreme climate events on energy systems. Nat Energy 5(2):150–159

    Article  Google Scholar 

  • Perera ATD, Javanroodi K, Nik VM (2021) Climate resilient interconnected infrastructure: co-optimization of energy systems and urban morphology. Appl Energy 285:116430

    Article  Google Scholar 

  • Pickering B, Choudhary R (2021) Quantifying resilience in energy systems with out-of-sample testing. Appl Energy 285:116465

    Article  Google Scholar 

  • Ratti C, Baker N, Steemers K (2005) Energy consumption and urban texture. Energy and Buildings 37(7):762–776

    Article  Google Scholar 

  • Ritchie H, Hardy M, Lloyd MG, McGreal S (2013) Big pylons: mixed signals for transmission. Spatial planning for energy distribution. Energy Policy 63:311–320

    Article  Google Scholar 

  • Roege PE, Collier ZA, Mancillas J, McDonagh JA, Linkov I (2014) Metrics for energy resilience. Energy Policy 72:249–256

    Article  Google Scholar 

  • Rosales-Asensio E, de Simón-Martín M, Borge-Diez D, Blanes-Peiró JJ, Colmenar-Santos A (2019) Microgrids with energy storage systems as a means to increase power resilience: an application to office buildings. Energy 172:1005–1015

    Article  Google Scholar 

  • Rutherford J, Coutard O (2014) Urban energy transitions: places, processes and politics of socio-technical change. Urban Stud 51(7):1353–1377

    Article  Google Scholar 

  • Salimi M, Al-Ghamdi SG (2020) Climate change impacts on critical urban infrastructure and urban resiliency strategies for the Middle East. Sustain Cities Soc 54:101948

    Article  Google Scholar 

  • Santamouris M (2014) Cooling the cities–a review of reflective and green roof mitigation technologies to fight heat island and improve comfort in urban environments. Sol Energy 103:682–703

    Article  Google Scholar 

  • Scanlon BR, Duncan I, Reedy RC (2013) Drought and the water–energy nexus in Texas. Environ Res Lett 8(4):045033

    Article  Google Scholar 

  • Serdar MZ, Koç M, Al-Ghamdi SG (2022) Urban transportation networks resilience: indicators, disturbances, and assessment methods. Sustain Cities Soc 76:103452

    Article  Google Scholar 

  • Sharifi A (2019) Resilient urban forms: a macro-scale analysis. Cities 85:1–14

    Article  Google Scholar 

  • Sharifi A, Allam Z (2022) On the taxonomy of smart city indicators and their alignment with sustainability and resilience. Environ Plann b: Urban Anal City Sci 49(5):1536–1555

    Google Scholar 

  • Sharifi A, Dawodu A, Cheshmehzangi A (2021) Neighborhood sustainability assessment tools: a review of success factors. J Clean Prod 293:125912

    Article  Google Scholar 

  • Sharma KD, Jain S (2020) Municipal solid waste generation, composition, and management: the global scenario. Social Responsib J 16(6):917–948

    Article  Google Scholar 

  • Shaw A, Burch S, Kristensen F, Robinson J, Dale A (2014) Accelerating the sustainability transition: exploring synergies between adaptation and mitigation in British Columbian communities. Glob Environ Chang 25:41–51

    Article  Google Scholar 

  • Shi Q, Liu W, Zeng B, Hui H, Li F (2022) Enhancing distribution system resilience against extreme weather events: concept review, algorithm summary, and future vision. Int J Electr Power Energy Syst 138:107860

    Article  Google Scholar 

  • Silvast A (2019) Energy dimensions of urban resilience. The Routledge Handbook of Urban Resilience, Routledge, pp 298–309

    Google Scholar 

  • Sola A, Corchero C, Salom J, Sanmarti M (2020) Multi-domain urban-scale energy modelling tools: a review. Sustain Cities Soc 54:101872

    Article  Google Scholar 

  • Sovacool BK, Mukherjee I (2011) Conceptualizing and measuring energy security: a synthesized approach. Energy 36(8):5343–5355

    Article  Google Scholar 

  • Sturiale L, Scuderi A (2019) The role of green infrastructures in urban planning for climate change adaptation. Climate 7(10):119

    Article  Google Scholar 

  • Sun H, Yang M, Wang H (2022) Resilience-based approach to maintenance asset and operational cost planning. Process Saf Environ Prot 162:987–997

    Article  CAS  Google Scholar 

  • UNDESA (2018) World urbanization prospects. The 2014 Revision. Population Division, United Nations Department of Economic and Social Affairs, New York

  • Venkateswaran VB, Saini DK, Sharma M (2020) Approaches for optimal planning of energy storage units in distribution network and their impacts on system resiliency. CSEE J Power Energy Systems 6(4):816–833

    Google Scholar 

  • Vera I, Langlois L (2007) Energy indicators for sustainable development. Energy 32(6):875–882

    Article  Google Scholar 

  • Voskamp IM, Van de Ven FH (2015) Planning support system for climate adaptation: composing effective sets of blue-green measures to reduce urban vulnerability to extreme weather events. Build Environ 83:159–167

    Article  Google Scholar 

  • Wang M, Mao X, Gao Y, He F (2018a) Potential of carbon emission reduction and financial feasibility of urban rooftop photovoltaic power generation in Beijing. J Clean Prod 203:1119–1131

    Article  Google Scholar 

  • Wang X, Guo M, Koppelaar RH, van Dam KH, Triantafyllidis CP, Shah N (2018b) A nexus approach for sustainable urban energy-water-waste systems planning and operation. Environ Sci Technol 52(5):3257–3266

    Article  CAS  Google Scholar 

  • Wardekker A, Wilk B, Brown V, Uittenbroek C, Mees H, Driessen P, Runhaar H (2020) A diagnostic tool for supporting policymaking on urban resilience. Cities 101:102691

    Article  Google Scholar 

  • Watson JP, Guttromson R, Silva-Monroy C, Jeffers R, Jones K, Ellison J, Walker LT (2014) Conceptual framework for developing resilience metrics for the electricity oil and gas sectors in the United States. Sandia national laboratories, albuquerque, nm (united states), tech. rep

  • Willis HH, Loa K (2015) Measuring the resilience of energy distribution systems. RAND Corporation, USA, p 38

    Google Scholar 

  • Yao S, Zhao T, Zhang H, Wang P, Goel L (2018) Two-stage stochastic scheduling of transportable energy storage systems for resilient distribution systems. In: 2018 IEEE international conference on probabilistic methods applied to power systems (PMAPS), IEEE, pp 1–6

  • Zaman R, van Vliet O, Posch A (2021) Energy access and pandemic-resilient livelihoods: the role of solar energy safety nets. Energy Res Soc Sci 71:101805

    Article  Google Scholar 

  • Zhang W, Valencia A, Gu L, Zheng QP, Chang NB (2020) Integrating emerging and existing renewable energy technologies into a community-scale microgrid in an energy-water nexus for resilience improvement. Appl Energy 279:115716

    Article  Google Scholar 

  • Zhou Q, Zhu M, Qiao Y, Zhang X, Chen J (2021) Achieving resilience through smart cities? Evidence from China. Habitat Int 111:102348

    Article  Google Scholar 

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Mohaghegh Zahed, L., Abbaspour, M. Determination and prioritization of criteria to design urban energy resilience conceptual model (part 2). Int. J. Environ. Sci. Technol. 20, 9649–9662 (2023). https://doi.org/10.1007/s13762-023-05058-6

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