IEICE TRANSACTIONS on Fundamentals
Blockchain-Based Optimization of Distributed Energy Management Systems with Real-Time Demand Response
Summary :
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.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E105-A No.11 pp.1478-1485
- Publication Date
- 2022/11/01
- Publicized
- 2022/05/12
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.2021EAP1162
- Type of Manuscript
- PAPER
- Category
- Systems and Control
Authors
Daiki OGAWA
Hokkaido University
Koichi KOBAYASHI
Hokkaido University
Yuh YAMASHITA
Hokkaido University
Keyword
Latest Issue
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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
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@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},}
Copy
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 -
English
