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Onshore Wind Farm - Reliability Centered Cable Routing
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electromagnetic Engineering. KTH Royal Institute of Technology. (QED)ORCID iD: 0000-0002-6779-4082
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electromagnetic Engineering. KTH Royal Institute of Technology. (QED)ORCID iD: 0000-0003-2025-5759
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electromagnetic Engineering. KTH Royal Institute of Technology. (QED)ORCID iD: 0000-0002-2964-7233
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Onshore wind farm design requires various stages to be completed. Due to complexity, these stages can not be unified as one planning process. Rather, every design step is considered separately. The prime focus of this work is to assist planners and experts in finding the optimal cable layout of the onshore wind farm. The optimization algorithm is designed using a mixed integer linear programming (MILP). The MILP algorithm takes into account system relia- bility, power transfer capacities and power quality issue. Beside minimizing cable installation cost, the novelty in this optimization algorithm is to mini- mize the cost of lost energy production and therefore maximize the reliability of the system. Additionally, the algorithm supports the optimal selection among different cable options, with different features, prices and capacities. By calcu- lating voltage increase at the point of connection (POC), power quality issue is considered as well. The designed algorithm provides optimal results for four different wind farm layouts. Every layout is tested for three different case sce- narios, where different number and type of cables are considered. The results show that more cable options contribute in lowering the total costs. Moreover, cables with higher capacity can help in improving the power quality issue.

Keywords [en]
Distribution system, distribution system planning, cable routing, wind farm, mixed-integer programming, power system reliability
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering
Identifiers
URN: urn:nbn:se:kth:diva-281811OAI: oai:DiVA.org:kth-281811DiVA, id: diva2:1470147
Funder
SweGRIDS - Swedish Centre for Smart Grids and Energy Storage, CP26
Note

QC 20200925

Available from: 2020-09-23 Created: 2020-09-23 Last updated: 2022-06-25Bibliographically approved
In thesis
1. Security of Electricity Supply in Power Distribution System: Optimization Algorithms for Reliability Centered Distribution System Planning
Open this publication in new window or tab >>Security of Electricity Supply in Power Distribution System: Optimization Algorithms for Reliability Centered Distribution System Planning
2020 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

The importance of electricity in everyday life and demands to improve the reliability of distribution systems force utilities to operate and plan their networks in a more secure and economical manner. With higher demands on reliability from both customers and regulators, a big pressure has been put on the security of electricity supply which is considered as a fundamental requirement for modern societies. Thus, efficient solutions for reliability and security of supply improvements are not just of increasing interest, but also have significant socio-economic relevance. Distribution system planning (DSP) is one of the major activities of distribution utilities to deal with reliability enhancement.

This thesis deals with developing optimization algorithms, which aim is to min- imize customer interruption costs, and thus maximize the reliability of the system. This is implemented either by decreasing customer interruption duration, frequency of customer interruptions or both. The algorithms are applied on a single or multi- ple DSP problems. Mixed-integer programming has been used as an optimization approach.

It has been shown that solving and optimizing each one of the DSP problems contributes greatly to the reliability improvement, but brings certain challenges. Moreover, applying algorithms on multiple and integrated DSP problems together leads to even bigger complexity and burdensome. However, going toward this inte- grated approach results in a more appropriate and realistic DSP model.

The idea behind the optimization is to achieve balance between reliability and the means to achieve this reliability. It is a decision making process, i.e. a trade-off between physical and pricing dimension of security of supply.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2020. p. 55
Series
TRITA-EECS-AVL ; 2020:47
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering
Identifiers
urn:nbn:se:kth:diva-281813 (URN)978-91-7873-648-5 (ISBN)
Presentation
2020-10-20, https://kth-se.zoom.us/j/61121599309 and meeting room 1411, Teknikringen 33, Stockholm, 14:00 (English)
Opponent
Supervisors
Funder
SweGRIDS - Swedish Centre for Smart Grids and Energy Storage, CP26
Note

QC 20200925

Available from: 2020-09-25 Created: 2020-09-23 Last updated: 2022-06-25Bibliographically approved

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Duvnjak Zarkovic, SanjaShayesteh, EbrahimHilber, Patrik

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