Multi-parametric Programming for Microgrid Operational Scheduling

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atmire.migration.oldid3758
dc.contributor.advisorTrifkovic, Milana
dc.contributor.authorUmeozor, Eva Chinedu
dc.date.accessioned2015-09-29T17:53:49Z
dc.date.available2015-11-20T08:00:43Z
dc.date.issued2015-09-29
dc.date.submitted2015en
dc.description.abstractThis study presents a multi-parametric programming (MPP) based approach for energy management in microgrids. The algorithm creates operational strategies for efficient and tractable coordination of distributed energy sources in a residential level microgrid. The hybrid energy system comprises of renewable (solar photovoltaic and wind turbine), conventional systems (microturbine and utility grid connection), and battery energy storage system. The overall problem is formulated using multi-parametric mixed-integer linear programming (mp-MILP) via parameterizations of the uncertain coordinates of the wind and solar resources. This results in a bi-level optimization problem, where choice of the parameterization scheme is made at the upper level while system operation decisions are made at the lower level. The mp-MILP formulation leads to significant improvements in uncertainty management, solution quality and computational burden; by easing dependency on meteorological information and avoiding the multiple computational cycles of the traditional online optimization techniques. Results evidence the feasibility and effectiveness of MPP.en_US
dc.identifier.citationUmeozor, E. C. (2015). Multi-parametric Programming for Microgrid Operational Scheduling (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca. doi:10.11575/PRISM/27031en_US
dc.identifier.doihttp://dx.doi.org/10.11575/PRISM/27031
dc.identifier.urihttp://hdl.handle.net/11023/2544
dc.language.isoeng
dc.publisher.facultyGraduate Studies
dc.publisher.institutionUniversity of Calgaryen
dc.publisher.placeCalgaryen
dc.rightsUniversity of Calgary graduate students retain copyright ownership and moral rights for their thesis. You may use this material in any way that is permitted by the Copyright Act or through licensing that has been assigned to the document. For uses that are not allowable under copyright legislation or licensing, you are required to seek permission.
dc.subjectEnergy
dc.subjectEngineering--System Science
dc.subjectEngineering--Operations Research
dc.subject.classificationMicrogridsen_US
dc.subject.classificationEnergy Managementen_US
dc.subject.classificationParameterizationen_US
dc.subject.classificationOptimal Schedulingen_US
dc.titleMulti-parametric Programming for Microgrid Operational Scheduling
dc.typemaster thesis
thesis.degree.disciplineChemical and Petroleum Engineering
thesis.degree.grantorUniversity of Calgary
thesis.degree.nameMaster of Science (MSc)
ucalgary.item.requestcopytrue
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