高度なアルゴリズム開発を支援するBEMSアーキテクチャとサービスモジュール群

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2023/01/01

タイトル(英語): BEMS Architecture and Service Modules for Realizing Sophisticated Algorithms

著者名: 妻鹿　利宏（三菱電機ビルソリューションズ(株)），村上　嵩大（九州工業大学），久代　紀之（九州工業大学）

著者名(英語): Toshihiro Mega (Mitsubishi Electric Building Solutions Co., Ltd.), Koudai Murakami (Kyusyu Institute of Technology), Noriyuki Kushiro (Kyusyu Institute of Technology)

キーワード: ビルエネルギーマネージメントシステム，マイクロサービスアーキテクチャ，異種混合学習によるエネルギー予測，マルチエージェントモデルに基づく温熱環境シミュレータ_x000D_　　building energy management system，micro-service architecture，energy prediction with heterogeneous mixture modeling，thermal environment simulator on multi-agent model

要約(英語): There is a growing interest to introduce energy-saving algorithms which balance energy efficiency with residents' comfortability into a Building Energy Management System (BEMS). However, the following issues hinder penetration of the energy-saving algorithms into markets: difficulties both in embedding the algorithms into the BEMS, and in turning the algorithms suitably to fit varieties of installed equipment in each building. In this paper, A BEMS on micro-service architecture, and software service modules for the BEMS, were proposed. The micro-services architecture improves flexibility to introduce newly developed energy-saving algorithms into the BEMS and software service modules manipulate whole roles (Modeling, Planning, Doing, and Action) required for tuning the algorithms on-line to fit the algorithms to each building. Each software service module was implemented and integrated as elements of BEMS on micro-service architecture. The BEMS on micro-service architecture was applied to an actual building for evaluation, and its availability was confirmed through the field test.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.143 No.1 （2023） 特集：電子回路関連技術

本誌掲載ページ: 57-66 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/143/1/143_57/_article/-char/ja/