BEMS architecture and service modules for realizing sophisticated algorithms

IF 0.5 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Electronics and Communications in Japan Pub Date : 2023-09-09 DOI:10.1002/ecj.12402
Toshihiro Mega, Koudai Murakami, Noriyuki Kushiro
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Abstract

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.

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实现复杂算法的BEMS体系结构和业务模块
在建筑能源管理系统(BEMS)中引入平衡能源效率和居民舒适度的节能算法的兴趣越来越大。然而,以下问题阻碍了节能算法进入市场:将算法嵌入到BEMS中的困难,以及将算法适当地转换为适合每栋建筑中安装的各种设备的困难。提出了一种基于微服务的BEMS体系结构,并给出了BEMS的软件服务模块。微服务架构提高了灵活性,可以将新开发的节能算法引入BEMS,软件服务模块可以操纵在线调整算法所需的整个角色(建模、规划、执行和行动),以使算法适合每个建筑物。每个软件服务模块在微服务架构上作为BEMS的元素实现和集成。将基于微服务架构的BEMS应用于实际建筑进行了评估,并通过现场测试验证了其可用性。
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来源期刊
Electronics and Communications in Japan
Electronics and Communications in Japan 工程技术-工程:电子与电气
CiteScore
0.60
自引率
0.00%
发文量
45
审稿时长
6-12 weeks
期刊介绍: Electronics and Communications in Japan (ECJ) publishes papers translated from the Transactions of the Institute of Electrical Engineers of Japan 12 times per year as an official journal of the Institute of Electrical Engineers of Japan (IEEJ). ECJ aims to provide world-class researches in highly diverse and sophisticated areas of Electrical and Electronic Engineering as well as in related disciplines with emphasis on electronic circuits, controls and communications. ECJ focuses on the following fields: - Electronic theory and circuits, - Control theory, - Communications, - Cryptography, - Biomedical fields, - Surveillance, - Robotics, - Sensors and actuators, - Micromachines, - Image analysis and signal analysis, - New materials. For works related to the science, technology, and applications of electric power, please refer to the sister journal Electrical Engineering in Japan (EEJ).
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