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
Reka bentuk sistem pengurusan tenaga teragih yang terdiri daripada beberapa ejen seperti kilang dan bangunan adalah penting untuk merealisasikan bandar pintar. Di samping itu, tindak balas permintaan untuk menjimatkan penggunaan kuasa juga penting. Dalam makalah ini, kami mencadangkan kaedah reka bentuk sistem pengurusan tenaga teragih dengan tindak balas permintaan masa nyata, di mana kedua-dua tenaga elektrik dan tenaga haba dipertimbangkan. Di sini, kami menggunakan ADMM (Alternating Direction Method of Multipliers), yang terkenal sebagai salah satu kaedah berkuasa dalam pengoptimuman teragih. Dalam kaedah yang dicadangkan, tindak balas permintaan dilakukan dalam masa nyata, berdasarkan perbezaan antara permintaan yang dirancang dan nilai sebenar. Tambahan pula, menggunakan blockchain juga dibincangkan. Keberkesanan kaedah yang dicadangkan dibentangkan dengan contoh berangka. Kepentingan memperkenalkan rantaian blok ditunjukkan dengan membentangkan kesan buruk daripada mengganggu nilai sebenar.
Daiki OGAWA
Hokkaido University
Koichi KOBAYASHI
Hokkaido University
Yuh YAMASHITA
Hokkaido University
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Salinan
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
Salinan
@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},}
Salinan
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 -