A Study on Design of Electricity Procurement Plan
-
- HIEKATA Kazuo
- The University of Tokyo
-
- MITSUYUKI Taiga
- The University of Tokyo
-
- GOTO Takuya
- The University of Tokyo
-
- NOMURA Masahiro
- e Electric Power Solutions Co.,Ltd.
-
- NISHIDA Nobuhisa
- Toyo Systems Development Co.,Ltd.
Bibliographic Information
- Other Title
-
- 電力自由化市場における調達計画の設計に関する研究
Abstract
<p>In 2016, the retail of electricity sales has been completely liberalized in Japan. It has been getting more important for retailers to predict the energy consumption of customers. However, it is very complex to predict the energy consumption accurately because there are uncertainties and many factors to be considered. This paper proposes a methodology to design of electricity procurement plan considering uncertainties of energy consumption. Using K-Means clustering methodology, we found that there are some patterns in electricity consumption. In this methodology, electricity consumptions are classified into these patterns with temperature data. In a case study, we evaluate the usefulness of the methodology for design of procurement plan.</p>
Journal
-
- JSAI Technical Report, Type 2 SIG
-
JSAI Technical Report, Type 2 SIG 2016 (KST-29), 01-, 2016-11-08
The Japanese Society for Artificial Intelligence
- Tweet
Details 詳細情報について
-
- CRID
- 1390570699996450688
-
- NII Article ID
- 130008080090
-
- ISSN
- 24365556
-
- Text Lang
- ja
-
- Data Source
-
- JaLC
- CiNii Articles
-
- Abstract License Flag
- Allowed