| Presentation | 2013-12-19 Application of Multi-objective Metaheuristics to Transmission Network Expansion Planning Hiroki KAKUTA, Hiroyuki MORI, Shigeru TAMURA, Yoshikazu FUKUYAMA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper a new multi-objective metaheuristic method is proposed for transmission network expansion planning (TNEP). The proposed method makes use of Multi-objective Memetic Algoritlm (MOMA) that combines SPEA2 of Multi-objective meta-heuristics (MOMH) with Tabu Search (TS) to obtain better solution sets. In recent years,, the importance of improving power supply reliability is of main concern in transmission network expansion planning under Smart Grid. In other words, sophisticated probabilistic methods are required to deal with TNEP. It may be expressed as a multi-objective optimization problem that focuses on a set of the Pareto solutions and optimizes probabilistic reliability index EENS as well as the construction cost to obtain a set of the Pareto solutions in Monte Carlo Simulation (MCS). In this paper, a MOMA-based method is developed for TNEP and the effectiveness of the proposed method is successfully demonstrated in the IEEE 24-bus system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Smart Grid / Transmission Network Expansion Planning / Adequacy / Probabilistic Supply Reliability / Monte-Carlo Simulation(MCS) / Multi-objective Optimization / Multi-objective Metaheuristics / Memetic Algorithm(MA) |
| Paper # | SSS2013-29 |
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| Committee | SSS |
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| Conference Date | 2013/12/12(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Safety (SSS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of Multi-objective Metaheuristics to Transmission Network Expansion Planning |
| Sub Title (in English) | |
| Keyword(1) | Smart Grid |
| Keyword(2) | Transmission Network Expansion Planning |
| Keyword(3) | Adequacy |
| Keyword(4) | Probabilistic Supply Reliability |
| Keyword(5) | Monte-Carlo Simulation(MCS) |
| Keyword(6) | Multi-objective Optimization |
| Keyword(7) | Multi-objective Metaheuristics |
| Keyword(8) | Memetic Algorithm(MA) |
| 1st Author's Name | Hiroki KAKUTA |
| 1st Author's Affiliation | Faculty of Interdisciplinary Mathematical Sciences, Meiji University() |
| 2nd Author's Name | Hiroyuki MORI |
| 2nd Author's Affiliation | Faculty of Interdisciplinary Mathematical Sciences, Meiji University |
| 3rd Author's Name | Shigeru TAMURA |
| 3rd Author's Affiliation | Faculty of Interdisciplinary Mathematical Sciences, Meiji University |
| 4th Author's Name | Yoshikazu FUKUYAMA |
| 4th Author's Affiliation | Faculty of Interdisciplinary Mathematical Sciences, Meiji University |
| Date | 2013-12-19 |
| Paper # | SSS2013-29 |
| Volume (vol) | vol.113 |
| Number (no) | 362 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |