Residential College | false |
Status | 已發表Published |
Waiting Cost Based Long-Run Network Investment Decision-Making under Uncertainty | |
Yan, Xiaohe1; Gu, Chenghong2; Zhang, Hongcai3; Li, Furong2; Song, Yonghua3 | |
2021-07 | |
Source Publication | IEEE Transactions on Power Systems |
ISSN | 0885-8950 |
Volume | 36Issue:4Pages:3340-3348 |
Abstract | Traditional system investment decision is costly and hard to reverse. This is aggravated by uncertainties from flexible load and renewables (FLR), which impact the accuracy of network investment decisions and could trigger a high asset risk. Thus, system operators have the incentive to postpone network reinforcement, and 'wait and see' whether the request of investment can be reduced or delayed with new information. This paper proposes a novel method to evaluate network investment horizon deferral based on the trade-off between waiting profit and waiting cost under FLR uncertainties. Although deferring investment leads to waiting cost, it is worthy to wait if the cost is smaller than the waiting profits. To capture the impact of FLR uncertainties on system investment, nodal uncertainties are converted into branch flow uncertainties based on a combined cumulant and Gram-Charlier expansion method. The waiting cost is quantified by the options' cost based on real options method and waiting profit is from asset present value reduction due to the deferral. Thus, by paying waiting cost, current investment cost can be reserved until uncertainties are reduced to an acceptable level. The waiting time is evaluated by Sharp ratio and expected return, determined by the waiting cost and uncertainty level. The results show that paying waiting cost is an economical way to reduce the impact of uncertainty and avoid hastily investment. |
Keyword | Long-run Incremental Cost Network Planning Real Options Uncertainty |
DOI | 10.1109/TPWRS.2020.3045723 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering |
WOS Subject | Engineering, Electrical & Electronic |
WOS ID | WOS:000664032400047 |
Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 |
Scopus ID | 2-s2.0-85098778642 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | THE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU) Faculty of Science and Technology |
Corresponding Author | Gu, Chenghong |
Affiliation | 1.Department of Electronic and Electrical Engineering, North China Electric Power University, Beijing, 102206, China 2.Department of Electronic and Electrical Engineering, University of Bath, Bath, BA2 7AY, United Kingdom 3.State Key Lab of Internet of Things for Smart City, University of Macau, Taipa, 999078, Macao |
Recommended Citation GB/T 7714 | Yan, Xiaohe,Gu, Chenghong,Zhang, Hongcai,et al. Waiting Cost Based Long-Run Network Investment Decision-Making under Uncertainty[J]. IEEE Transactions on Power Systems, 2021, 36(4), 3340-3348. |
APA | Yan, Xiaohe., Gu, Chenghong., Zhang, Hongcai., Li, Furong., & Song, Yonghua (2021). Waiting Cost Based Long-Run Network Investment Decision-Making under Uncertainty. IEEE Transactions on Power Systems, 36(4), 3340-3348. |
MLA | Yan, Xiaohe,et al."Waiting Cost Based Long-Run Network Investment Decision-Making under Uncertainty".IEEE Transactions on Power Systems 36.4(2021):3340-3348. |
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