Resource Management in a Distribution System with High-Penetration of Renewable Energies Considering Flexibility Concept

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dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.advisorLehtonen, Matti, Prof., Aalto University, Deptartment of Electrical Engineering and Automation, Finland
dc.contributor.authorFattaheian Dehkordi, Sajjad
dc.contributor.departmentSähkötekniikan ja automaation laitosfi
dc.contributor.departmentDepartment of Electrical Engineering and Automationen
dc.contributor.schoolSähkötekniikan korkeakoulufi
dc.contributor.schoolSchool of Electrical Engineeringen
dc.contributor.supervisorLehtonen, Matti, Prof., Aalto University, Deptartment of Electrical Engineering and Automation, Finland; Abbaspour, Ali, Prof., Sharif University of Technology, Iran; Fotuhi-Firuzabad, Mahmud, Prof., Sharif University of Technology, Iran
dc.date.accessioned2023-06-02T09:00:10Z
dc.date.available2023-06-02T09:00:10Z
dc.date.defence2023-06-16
dc.date.issued2023
dc.description.abstractPower distribution systems are experiencing restructuring owning to the increasing trend of integrating renewable energy sources as well as privatization in the network. In this regard, the dependence of power generation by renewable energy sources on meteorological characteristics would challenge the conventional procedures of operating the system. Respectively, while the expansion of renewable energy sources would facilitate supplying the demand loads locally; the issues associated with the uncertainty and variability of power generation by these units should be addressed in future operational schemes of distribution systems. This condition has resulted in the development of the flexibility concept, which shows the capability of the system to activate flexibility service from its resources to address potential operational issues. Based on these discussions, in this dissertation, various mathematical models are developed to facilitate the contribution of the local flexible resources in a distribution system in its operational management. Accordingly, several operational conditions (e.g. real-time energy imbalance, congestion issues, and intense ramping issues) are considered in this dissertation to study the benefits of local flexible resources in improving the reliability and flexibility of distribution systems with high penetration of renewable energy sources. Taking into account the rapid changes in the operation of distribution systems, the proposed models investigate different scenarios and optimization techniques to incentivize the contribution of local responsible resources in the operation of the distribution system. In this regard, the transactive energy concept is applied in this research work to develop value signals for motivating the re-scheduling of local flexible resources based on the operational issues in the network. It is noteworthy that in the first stage, a bi-level optimization model based on the Stackelberg game is deployed to develop a scheme, which enables the distribution system operator to exploit the operational scheduling of local flexible resources. Furthermore, with regards to the privatization of distribution systems, an operational structure is developed to facilitate the decentralized operation of multi-microgrid distribution systems while enabling activating flexibility service from local responsive resources. In this framework, the alternating direction method of multipliers (ADMM) is combined with the transactive energy concept to facilitate the decentralized operation of the grid. This algorithm would also enable separating the optimization of microgrids from the operation of the distribution grid. As a result, the developed scheme could be applied in future distribution systems with decentralized structures to operate the system in a flexible manner, while addressing the security concerns of independently operated local resources.en
dc.format.extent115 + app. 113
dc.format.mimetypeapplication/pdfen
dc.identifier.isbn978-952-64-1307-5 (electronic)
dc.identifier.isbn978-952-64-1306-8 (printed)
dc.identifier.issn1799-4942 (electronic)
dc.identifier.issn1799-4934 (printed)
dc.identifier.issn1799-4934 (ISSN-L)
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/121182
dc.identifier.urnURN:ISBN:978-952-64-1307-5
dc.language.isoenen
dc.opnOzdemir, Aydogan, Prof., Istanbul Technical University, Türkiye
dc.opnEhsan, Mehdi, Prof., Sharif University of Technology, Iran
dc.opnRashidinejad, Masoud, Prof., Shahid Bahonar University, Iran
dc.publisherAalto Universityen
dc.publisherAalto-yliopistofi
dc.relation.haspart[Publication 1]: S. Fattaheian-Dehkordi, M. Tavakkoli, A. Abbaspour, H. Mazaheri, M. Fotuhi-Firuzabad and M. Lehtonen, "A Transactive-Based Control Scheme for Minimizing Real-Time Energy Imbalance in a Multiagent Microgrid: A CVaRBased Model," in IEEE Systems Journal, 2022. Full text in Acris/Aaltodoc: http://urn.fi/URN:NBN:fi:aalto-202208104506. DOI: 10.1109/JSYST.2022.3185033
dc.relation.haspart[Publication 2]: S. Fattaheian-Dehkordi, M. Tavakkoli, A. Abbaspour, M. Fotuhi-Firuzabad and M. Lehtonen, "An Incentive-Based Mechanism to Alleviate Active Power Congestion in a Multi-Agent Distribution System," in IEEE Transactions on Smart Grid, vol. 12, no. 3, pp. 1978-1988, May 2021. DOI: 10.1109/TSG.2020.3037560
dc.relation.haspart[Publication 3]: S. Fattaheian-Dehkordi, A. Abbaspour, M. Fotuhi-Firuzabad and M. Lehtonen, "A New Management Framework for Mitigating Intense Ramping in Distribution Systems," in Energy, 2022. Full text in Acris/Aaltodoc: http://urn.fi/URN:NBN:fi:aalto-202208104654. DOI: 10.1016/j.energy.2022.124100
dc.relation.haspart[Publication 4]: S. Fattaheian-Dehkordi, M. Tavakkoli, A. Abbaspour, M. Fotuhi-Firuzabad and M. Lehtonen, " Optimal energy management of distribution networks in post-contingency conditions," in International Journal of Electrical Power & Energy Systems, 2022. DOI: 10.1016/j.ijepes.2022.108022
dc.relation.haspart[Publication 5]: S. Fattaheian-Dehkordi, A. Abbaspour, H. Mazaheri, M. Fotuhi-Firuzabad and M. Lehtonen, "A New Framework for Mitigating Voltage Regulation Issue in Active Distribution Systems Considering Local Responsive Resources," in IEEE Access, vol. 9, pp. 152585-152594, 2021. Full text in Acris/Aaltodoc: http://urn.fi/URN:NBN:fi:aalto-2021120110501. DOI: 10.1109/ACCESS2021.3127240
dc.relation.haspart[Publication 6]: S. Fattaheian-Dehkordi, A. Rajaei, A. Abbaspour, M. Fotuhi-Firuzabad and M. Lehtonen, "Distributed Transactive Framework for Congestion Management of Multiple-Microgrid Distribution Systems," in IEEE Transactions on Smart Grid, vol. 13, no. 2, pp. 1335-1346, March 2022. Full text in Acris/Aaltodoc: http://urn.fi/URN:NBN:fi:aalto-2021123111098. DOI: 10.1109/TSG.2021.3135139
dc.relation.haspart[Publication 7]: S. Fattaheian-Dehkordi, A. Abbaspour, M. Fotuhi-Firuzabad and M. Lehtonen, "Incentive-Based Flexible-Ramp-Up Management in Multi-Microgrid Distribution Systems," in IEEE Systems Journal, 2022. Full text in Acris/Aaltodoc: http://urn.fi/URN:NBN:fi:aalto-202205103041. DOI: 10.1109/JSYST.2022.3161730
dc.relation.haspart[Publication 8]: S. Fattaheian-Dehkordi, A. Abbaspour, M. Fotuhi-Firuzabad and M. Lehtonen, "A Distributed Framework for Intense Ramping Management in Distribution Networks," in IEEE Transactions on Smart Grid, 2022, Full text in Acris/Aaltodoc: http://urn.fi/URN:NBN:fi:aalto-202209145565. DOI: 10.1109/TSG.2022.3199811
dc.relation.ispartofseriesAalto University publication series DOCTORAL THESESen
dc.relation.ispartofseries88/2023
dc.revParvania, Masood, Prof., University of Utah, USA
dc.revHesamzadeh, Mohammad Reza, Prof., KTH Royal Insitute of Technology, Sweden
dc.subject.keyworddistribution systemen
dc.subject.keywordflexibilityen
dc.subject.keywordrenewable energy sourcesen
dc.subject.keywordflexible resourcesen
dc.subject.keywordstorage systemsen
dc.subject.keyworddistributed energy resourcesen
dc.subject.keywordflexible demandsen
dc.subject.keywordconventional distributed generation unitsen
dc.subject.keywordelectric vehiclesen
dc.subject.keywordcongestion managementen
dc.subject.keywordramping managementen
dc.subject.keywordtransactive energyen
dc.subject.keywordalternating direction method of multipliersen
dc.subject.otherElectrical engineeringen
dc.titleResource Management in a Distribution System with High-Penetration of Renewable Energies Considering Flexibility Concepten
dc.typeG5 Artikkeliväitöskirjafi
dc.type.dcmitypetexten
dc.type.ontasotDoctoral dissertation (article-based)en
dc.type.ontasotVäitöskirja (artikkeli)fi
local.aalto.acrisexportstatuschecked 2023-06-16_1539
local.aalto.archiveyes
local.aalto.formfolder2023_06_01_klo_13_27
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