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Scenario reduction, network aggregation, and DC linearization: which simplifications matter most in market simulations?
KTH, Skolan för elektro- och systemteknik (EES), Elektriska energisystem.
KTH, Skolan för elektro- och systemteknik (EES), Elektriska energisystem.ORCID-id: 0000-0001-6000-9363
(Engelska)Manuskript (preprint) (Övrigt vetenskapligt)
Nationell ämneskategori
Energisystem
Identifikatorer
URN: urn:nbn:se:kth:diva-158950OAI: oai:DiVA.org:kth-158950DiVA, id: diva2:781358
Anmärkning

QS 2015

Tillgänglig från: 2015-01-16 Skapad: 2015-01-16 Senast uppdaterad: 2015-01-16Bibliografiskt granskad
Ingår i avhandling
1. Efficient Simulation Methods of Large Power Systems with High Penetration of Renewable Energy Resources: Theory and Applications
Öppna denna publikation i ny flik eller fönster >>Efficient Simulation Methods of Large Power Systems with High Penetration of Renewable Energy Resources: Theory and Applications
2015 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Electrical energy is one of the most common forms of energy these days. Consequently, electric power system is an indispensable part of any society. However, due to the deregulation of electricity markets and the growth in the share of power generation by uncontrollable renewable energies such as wind and solar, power system simulations are more challenging than earlier. Thus, new techniques for simplifying these simulations are needed. One important example of such simplification techniques is the power system reduction.

Power system reduction can be used at least for four different purposes: a) Simplifying the power system simulations, b) Reducing the computational complexity, c) Compensating the data unavailability, and d) Reducing the existing uncertainty. Due to such reasons, power system reduction is an important and necessary subject, but a challenging task to do. Power system reduction is even more essential when system operators are facing very large-scale power systems and when the renewable energy resources like hydro, wind, and solar have a high share in power generation.

This thesis focuses on the topic of large-scale power system reduction with high penetration of renewable energy resources and tries to pursue the following goals:

• The thesis first reviews the different methods which can be used for simplifying the power system studies, including the power system reduction. A comparison among three important simplification techniques is also performed to reveal which simplification results in less error and more simulation time decrement.

• Secondly, different steps and methods for power system reduction, including network aggregation and generation aggregation, are introduced, described and discussed.

• Some improvements regarding the subject of power system reduction, i.e. on both network aggregation and generation aggregation, are developed.

• Finally, power system reduction is applied to some power system problems and the results of these applications are evaluated.

A general conclusion is that using power system simplification techniques and specially the system reduction can provides many important advantages in studying large-scale power systems with high share of renewable energy generations. In most of applications, not only the power system reduction highly reduces the complexity of the power system study under consideration, but it also results in small errors. Therefore, it can be used as an efficient method for dealing with current bulk power systems with huge amounts of renewable and distributed generations.

Ort, förlag, år, upplaga, sidor
Stockholm: KTH Royal Institute of Technology, 2015. s. 120
Serie
TRITA-EE, ISSN 1653-5146 ; 2015:004
Nyckelord
Power system simplification, power system reduction, power system aggregation, power system equivalencing, renewable energy resources, wind power modelling, storage allocation problem, spinning reserve determination, multi-area power system analyses, power system operation and planning, electricity market analysis.
Nationell ämneskategori
Elektroteknik och elektronik
Forskningsämne
Elektro- och systemteknik
Identifikatorer
urn:nbn:se:kth:diva-158946 (URN)978-91-7595-421-9 (ISBN)
Disputation
2015-02-06, Kollegiesalen, Brinellvägen 10, KTH, Stockholm, 10:00 (Engelska)
Opponent
Handledare
Anmärkning

The Doctoral Degrees issued upon completion of the programme are issued by Comillas Pontifical University, Delft University of Technology and KTH Royal Institute of Technology. The invested degrees are official in Spain, the Netherlands and Sweden, respectively. QC 20150116

Tillgänglig från: 2015-01-16 Skapad: 2015-01-15 Senast uppdaterad: 2019-04-29Bibliografiskt granskad

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Amelin, Mikael

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Shayesteh, EbrahimAmelin, Mikael
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