Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO
Recent changes in the electric utility infrastructure has created opportunity for many technological innovations including application of Distributed Generation (DG) in order to obtain a maximum benefits. To achieve the benefits, factors such as the sizing and the best location have to be considered...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/5721/ http://umpir.ump.edu.my/id/eprint/5721/1/EE-001.pdf |
| _version_ | 1848817634654552064 |
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| author | N. H., Mohammad Abdul Aziz N., Harun H., Kamal Nor Rul Hasma, Abdullah L. N., Mohamad |
| author_facet | N. H., Mohammad Abdul Aziz N., Harun H., Kamal Nor Rul Hasma, Abdullah L. N., Mohamad |
| author_sort | N. H., Mohammad Abdul Aziz |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Recent changes in the electric utility infrastructure has created opportunity for many technological innovations including application of Distributed Generation (DG) in order to obtain a maximum benefits. To achieve the benefits, factors such as the sizing and the best location have to be considered. This paper focuses on to determine the optimal allocation and sizing of the DG in order to minimize the losses and improve voltage stability in the system using Evolutionary Programming(EP), Artificial Immune System (AIS) and Particle Swarm Optimization (PSO)technique. The Static Voltage Stability Index (SVSI) was used as the objective function for the developed optimization technique and able to minimize total transmission losses, improved voltage stability and increase voltage profile of the system. The effectiveness of the proposed technique was validated on standard IEEE 30-bus Reliability Test System (RTS). |
| first_indexed | 2025-11-15T01:24:53Z |
| format | Conference or Workshop Item |
| id | ump-5721 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:24:53Z |
| publishDate | 2013 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-57212018-04-30T05:54:42Z http://umpir.ump.edu.my/id/eprint/5721/ Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO N. H., Mohammad Abdul Aziz N., Harun H., Kamal Nor Rul Hasma, Abdullah L. N., Mohamad TK Electrical engineering. Electronics Nuclear engineering Recent changes in the electric utility infrastructure has created opportunity for many technological innovations including application of Distributed Generation (DG) in order to obtain a maximum benefits. To achieve the benefits, factors such as the sizing and the best location have to be considered. This paper focuses on to determine the optimal allocation and sizing of the DG in order to minimize the losses and improve voltage stability in the system using Evolutionary Programming(EP), Artificial Immune System (AIS) and Particle Swarm Optimization (PSO)technique. The Static Voltage Stability Index (SVSI) was used as the objective function for the developed optimization technique and able to minimize total transmission losses, improved voltage stability and increase voltage profile of the system. The effectiveness of the proposed technique was validated on standard IEEE 30-bus Reliability Test System (RTS). 2013 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/5721/1/EE-001.pdf N. H., Mohammad Abdul Aziz and N., Harun and H., Kamal and Nor Rul Hasma, Abdullah and L. N., Mohamad (2013) Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO. In: Malaysian Technical Universities Conference on Engineering & Technology (MUCET 2013) , 3-4 December 2013 , Kuantan, Pahang. pp. 1-2.. (Published) |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering N. H., Mohammad Abdul Aziz N., Harun H., Kamal Nor Rul Hasma, Abdullah L. N., Mohamad Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO |
| title | Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO |
| title_full | Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO |
| title_fullStr | Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO |
| title_full_unstemmed | Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO |
| title_short | Allocation and Sizing of Distributed Generation (DG) using EP, AIS and PSO |
| title_sort | allocation and sizing of distributed generation (dg) using ep, ais and pso |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/5721/ http://umpir.ump.edu.my/id/eprint/5721/1/EE-001.pdf |