Reliability benefits of wide-area renewable energy planning across the Western United States

被引:11
作者
Bromley-Dulfano, Isaac [1 ]
Florez, Julian [2 ]
Craig, Michael T. [3 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Sch Environm & Sustainabil, 440 Church St, Ann Arbor, MI 48109 USA
关键词
Effective load carrying capability; Wind and solar reliability; Capacity values; Capacity credits; WECC; Temperature-dependent forced outage rates; LOAD-CARRYING CAPABILITY; CAPACITY VALUE; WIND POWER; SYSTEM; RESOURCE; STORAGE; DECARBONIZATION; EXTRAPOLATION; US;
D O I
10.1016/j.renene.2021.07.095
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In response to near-and long-term market and policy shifts, power systems are integrating increasingly distant renewable energy resources. No analyses quantify the spatial heterogeneity of resource adequacy contributions of renewables at the interconnection-scale in the United States, which would indicate the value to resource adequacy of integrating increasingly-distant renewables. To fill this gap, we develop a Monte Carlo-based probabilistic reliability model to estimate the effective load carrying capability (ELCC) of wind or solar generators. We apply our model to estimate the ELCCs of new solar or wind generators at 1406 locations across the Western Interconnection when contributing to each of five power pools within the Interconnection. Across the five power pools, we find solar ELCCs range from 0% to 44% and wind ELCCs range from 0% to 55% across the Western Interconnection. Solar ELCCs increase from east to west for all but one power pool, incentivizing integration of western renewables into eastern power pools. Deploying storage with wind or solar generators increases their ELCCs, with larger increases occurring at locations with lower renewable-only ELCC values. Thus, resource adequacy gains from deploying storage with renewables can partly substitute for those from integrating increasingly-distant renewables. (c) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1487 / 1499
页数:13
相关论文
共 94 条
  • [1] Global warming and changes in risk of concurrent climate extremes: Insights from the 2014 California drought
    AghaKouchak, Amir
    Cheng, Linyin
    Mazdiyasni, Omid
    Farahmand, Alireza
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2014, 41 (24) : 8847 - 8852
  • [2] Comparison of Capacity Credit Calculation Methods for Conventional Power Plants and Wind Power
    Amelin, Mikael
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (02) : 685 - 691
  • [3] [Anonymous], 1987, QUASIPHYSICAL MODEL
  • [4] [Anonymous], 2017, Lazard's Levelized Cost of Energy analysis - version 11.0
  • [5] [Anonymous], 2014, W ENERGY IMBALANCE M
  • [6] [Anonymous], 2011, E WIND INT TRANSM ST
  • [7] Analysis and validation of the methodology used in the extrapolation of wind speed data at different heights
    Banuelos-Ruedas, F.
    Angeles-Camacho, C.
    Rios-Marcuello, S.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2010, 14 (08) : 2383 - 2391
  • [8] Barbose G., 2016, TRACKING SUN
  • [9] Beiter PhilippC., 2020, POTENTIAL IMPACT OFF
  • [10] Impact of utilising sequential and nonsequential simulation techniques in bulk-electric-system reliability assessment
    Billinton, R
    Wangdee, W
    [J]. IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2005, 152 (05) : 623 - 628