Residential College | false |
Status | 已發表Published |
Combined Heat and Power Dispatch Against Cold Waves Utilizing Responsive Internet Data Centers | |
Yin, Xunhu1; Ye, Chengjin1; Ding, Yi1; Song, Yonghua2; Wang, Lei3 | |
2024-04 | |
Source Publication | IEEE TRANSACTIONS ON SUSTAINABLE ENERGY |
ISSN | 1949-3029 |
Volume | 15Issue:2Pages:819-834 |
Abstract | The extreme weather disaster is a main threat to the operation of integrated electricity and heat systems (IEHSs), particularly the cold wave, which is prone to cause surges in regional demand for heat and electricity. In IEHSs, Internet data centers (IDCs) consume a huge amount of electricity and generate waste heat. The former can be regulated spatially by migrating workloads in the interconnected data network and interrupted temporally with the equipped backup generators or uninterruptible power supply (UPS), the latter can be captured and supplied to the districts using heat pump facilities. Thus, the energy behaviors of IDCs are impressively responsive, which are completely considered and dispatched to enhance the resilience of IEHSs against cold waves in this paper. Firstly, the integrated energy response (IER) meaning responsive electricity consumption and heat production of IDCs is modelled considering workload scheduling and emergency standby power supply. Secondly, the adverse impacts of cold waves on IEHS operation are comprehensively formulated considering both component outages and sudden increases in electricity and heat demand. The uncertain intensity and influence scope of the cold waves are characterized using intervals. Moreover, a scenario-based stochastic optimization model with interval parameters is constructed incorporating IER formulations, in which both unit commitment plan of IEHSs and IER strategies of IDCs are simultaneously optimized. Furthermore, a two-stage stochastic-interval solution method is proposed to handle the hybrid heterogeneous uncertainties in the model based on the L-shaped algorithm and interval linear programming theory. Numerical studies demonstrate the effectiveness of the proposed techniques using a test IEHS composed of IEEE 118-bus system, seven 32-node heating systems, and eight IDCs. |
Keyword | Combined Heat And Power Dispatch Cold Wave Internet Data Centers Integrated Energy Response Uncertainty |
DOI | 10.1109/TSTE.2023.3306529 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Science & Technology - Other Topics ; Energy & Fuels ; Engineering |
WOS Subject | Green & Sustainable Science & Technology ; Energy & Fuels ; Engineering, Electrical & Electronic |
WOS ID | WOS:001194520300024 |
Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 |
Scopus ID | 2-s2.0-85168719894 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | THE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU) |
Corresponding Author | Ye, Chengjin |
Affiliation | 1.College of Electrical Engineering, Zhejiang University, Hangzhou, China 2.State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China 3.State Grid Zhejiang Electric Power Co., Economic and Technological Research Institute, Hangzhou, China |
Recommended Citation GB/T 7714 | Yin, Xunhu,Ye, Chengjin,Ding, Yi,et al. Combined Heat and Power Dispatch Against Cold Waves Utilizing Responsive Internet Data Centers[J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2024, 15(2), 819-834. |
APA | Yin, Xunhu., Ye, Chengjin., Ding, Yi., Song, Yonghua., & Wang, Lei (2024). Combined Heat and Power Dispatch Against Cold Waves Utilizing Responsive Internet Data Centers. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 15(2), 819-834. |
MLA | Yin, Xunhu,et al."Combined Heat and Power Dispatch Against Cold Waves Utilizing Responsive Internet Data Centers".IEEE TRANSACTIONS ON SUSTAINABLE ENERGY 15.2(2024):819-834. |
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