The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
스마트시티를 구현하기 위해서는 공장, 건물 등 여러 주체로 구성된 분산에너지 관리 시스템의 설계가 중요합니다. 또한, 전력소비 절감을 위한 수요 대응도 중요하다. 본 논문에서는 전기에너지와 열에너지를 모두 고려한 실시간 수요반응형 분산에너지관리시스템의 설계방법을 제안한다. 여기서는 분산 최적화의 강력한 방법 중 하나로 잘 알려진 ADMM(Alternating Direction Method of Multipliers)을 사용합니다. 제안하는 방법에서는 계획된 수요와 실제 수요의 차이를 바탕으로 실시간으로 수요반응을 수행한다. 아울러 블록체인을 활용하는 방안도 논의된다. 제안된 방법의 효율성은 수치적인 예를 통해 제시된다. 실제 가치를 훼손하는 부작용을 제시하며 블록체인 도입의 중요성을 지적한다.
Daiki OGAWA
Hokkaido University
Koichi KOBAYASHI
Hokkaido University
Yuh YAMASHITA
Hokkaido University
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부
Daiki OGAWA, Koichi KOBAYASHI, Yuh YAMASHITA, "Blockchain-Based Optimization of Distributed Energy Management Systems with Real-Time Demand Response" in IEICE TRANSACTIONS on Fundamentals,
vol. E105-A, no. 11, pp. 1478-1485, November 2022, doi: 10.1587/transfun.2021EAP1162.
Abstract: Design of distributed energy management systems composed of several agents such as factories and buildings is important for realizing smart cities. In addition, demand response for saving the power consumption is also important. In this paper, we propose a design method of distributed energy management systems with real-time demand response, in which both electrical energy and thermal energy are considered. Here, we use ADMM (Alternating Direction Method of Multipliers), which is well known as one of the powerful methods in distributed optimization. In the proposed method, demand response is performed in real-time, based on the difference between the planned demand and the actual value. Furthermore, utilizing a blockchain is also discussed. The effectiveness of the proposed method is presented by a numerical example. The importance of introducing a blockchain is pointed out by presenting the adverse effect of tampering the actual value.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.2021EAP1162/_p
부
@ARTICLE{e105-a_11_1478,
author={Daiki OGAWA, Koichi KOBAYASHI, Yuh YAMASHITA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Blockchain-Based Optimization of Distributed Energy Management Systems with Real-Time Demand Response},
year={2022},
volume={E105-A},
number={11},
pages={1478-1485},
abstract={Design of distributed energy management systems composed of several agents such as factories and buildings is important for realizing smart cities. In addition, demand response for saving the power consumption is also important. In this paper, we propose a design method of distributed energy management systems with real-time demand response, in which both electrical energy and thermal energy are considered. Here, we use ADMM (Alternating Direction Method of Multipliers), which is well known as one of the powerful methods in distributed optimization. In the proposed method, demand response is performed in real-time, based on the difference between the planned demand and the actual value. Furthermore, utilizing a blockchain is also discussed. The effectiveness of the proposed method is presented by a numerical example. The importance of introducing a blockchain is pointed out by presenting the adverse effect of tampering the actual value.},
keywords={},
doi={10.1587/transfun.2021EAP1162},
ISSN={1745-1337},
month={November},}
부
TY - JOUR
TI - Blockchain-Based Optimization of Distributed Energy Management Systems with Real-Time Demand Response
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1478
EP - 1485
AU - Daiki OGAWA
AU - Koichi KOBAYASHI
AU - Yuh YAMASHITA
PY - 2022
DO - 10.1587/transfun.2021EAP1162
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E105-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2022
AB - Design of distributed energy management systems composed of several agents such as factories and buildings is important for realizing smart cities. In addition, demand response for saving the power consumption is also important. In this paper, we propose a design method of distributed energy management systems with real-time demand response, in which both electrical energy and thermal energy are considered. Here, we use ADMM (Alternating Direction Method of Multipliers), which is well known as one of the powerful methods in distributed optimization. In the proposed method, demand response is performed in real-time, based on the difference between the planned demand and the actual value. Furthermore, utilizing a blockchain is also discussed. The effectiveness of the proposed method is presented by a numerical example. The importance of introducing a blockchain is pointed out by presenting the adverse effect of tampering the actual value.
ER -