電気学会論文誌C(電子・情報・システム部門誌)
Online ISSN : 1348-8155
Print ISSN : 0385-4221
ISSN-L : 0385-4221
GAによるデータ規格化と線形回帰モデルに基づく電力系統の台風被害予測
高田 等土田 比佐志八野 知博実成 義孝
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2000 年 120 巻 8-9 号 p. 1250-1256

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Typhoons strike Kagoshima district every year and sometimes hit power systems very badly and cut off the electricity. In order to resume normal services as soon as possible, one needs to predict the damage by typhoons accurately. This paper proposes a prediction method of the damage of power systems by using a linear regression model, in which the date on typhoons and harms are efficiently normalized by genetic algorithm. From weather information about the forthcoming typhoon, it enables us to predict the damage of electric lines, poles, and so on. Effectiveness of this prediction method is assured by applying it to the actual data.

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