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Modeling and assessment of energy management challenges for distributed wind farms
Descriptive
TitleInfo
Title
Modeling and assessment of energy management challenges for distributed wind farms
Name
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Parthasarathy
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Ramyaa
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1992-
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Ramyaa Parthasarathy
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author
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Godrich
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Hana
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Hana Godrich
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Advisory Committee
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chair
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Gajic
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Zoran
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Zoran Gajic
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Advisory Committee
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internal member
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Caggiano
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Michael
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Michael Caggiano
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Advisory Committee
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internal member
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Rutgers University
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degree grantor
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School of Graduate Studies
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theses
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2017
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2017-10
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2017
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xx
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eng
Abstract
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The advent of deregulation of electricity to meet the increasing load demands and the call for more efficient sustainable energy practices have dominantly amplified the need for incorporation of renewable energy systems in today’s power networks. Wind energy systems can be a leading source of renewable energy with adequate exploration into the uncertainty surrounding its dependency on climatic changes. The aim of the thesis is to analyze the potential of energy savings through the inclusion of wind energy in the already existing network. Wind, in conjunction with the conventional power generators, needs to meet the continuously varying load demand while considering the technical real-time constraints imposed by the system. The output from conventional generators is deterministic while in the case of wind, due to its stochastic nature, the output is intermittent. This is modeled by Weibull probability distribution function due to its discontinuous behavior. The first step involved in planning and operating the power system with a wind farm, is providing a load flow solution. Among various techniques, Newton-Raphson is one of the most widely used methods to calculate the total generation and line losses involved in transmission. The next step is to use the load flow solution to optimize the economic dispatch of the real power in the system. The optimal allocation of the generated power among conventional and wind units are based on the operating cost of the units and the cost of wind power. The cost of wind units accounts for various scenarios such as the penalty cost due to overestimation and underestimation of wind power and the direct cost pertaining to the issue of ownership of the wind generators. The research involved in this thesis provides a novel model for power system operation combining conventional and renewable energy along with remote energy storage systems, which are validated effectively for the proposed system. Furthermore, with the help of the Newton-Raphson load flow technique followed by economic dispatch, an efficient and economical solution is provided to determine the optimal output at the lowest cost while keeping the transmission and other operational constraints in check.
Subject
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Topic
Electrical and Computer Engineering
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Rutgers University Electronic Theses and Dissertations
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ETD_8491
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electronic resource
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application/pdf
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text/xml
Extent
1 online resource (x, 94 p. : ill.)
Note
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M.S.
Note
(type = bibliography)
Includes bibliographical references
Subject
(authority = ETD-LCSH)
Topic
Wind power
Subject
(authority = ETD-LCSH)
Topic
Wind power plants--Design and construction
Note
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by Ramyaa Parthasarathy
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School of Graduate Studies Electronic Theses and Dissertations
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rucore10001600001
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NjNbRU
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doi:10.7282/T3FJ2KXJ
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ETD graduate
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The author owns the copyright to this work.
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Name
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Parthasarathy
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Ramyaa
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Permission or license
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2017-10-02 15:35:02
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Ramyaa Parthasarathy
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Rutgers University. School of Graduate Studies
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Author Agreement License
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I hereby grant to the Rutgers University Libraries and to my school the non-exclusive right to archive, reproduce and distribute my thesis or dissertation, in whole or in part, and/or my abstract, in whole or in part, in and from an electronic format, subject to the release date subsequently stipulated in this submittal form and approved by my school. I represent and stipulate that the thesis or dissertation and its abstract are my original work, that they do not infringe or violate any rights of others, and that I make these grants as the sole owner of the rights to my thesis or dissertation and its abstract. I represent that I have obtained written permissions, when necessary, from the owner(s) of each third party copyrighted matter to be included in my thesis or dissertation and will supply copies of such upon request by my school. I acknowledge that RU ETD and my school will not distribute my thesis or dissertation or its abstract if, in their reasonable judgment, they believe all such rights have not been secured. I acknowledge that I retain ownership rights to the copyright of my work. I also retain the right to use all or part of this thesis or dissertation in future works, such as articles or books.
Copyright
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Copyright protected
Availability
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Open
Reason
Permission or license
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