削减风力涡轮机运行对安大略省蝙蝠种群保护的经济影响

IF 1.3 4区 工程技术 Q3 CONSTRUCTION & BUILDING TECHNOLOGY
Bethany G. Thurber, R. Kilpatrick, Graeme H. Tang, C. Wakim, J. Zimmerling
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引用次数: 0

摘要

风能在加拿大是一个不断发展的产业,以满足对可再生能源供应的需求。然而,风力涡轮机的运行代表了蝙蝠种群的高死亡率风险,监管机构经常要求采取措施来减轻这种风险。其结果是运营商担心潜在的收入损失。因此,本研究旨在估计截至2020年1月1日在加拿大安大略省建造和运营的所有风电场(n = 87个风电场)减少涡轮机运行以降低蝙蝠死亡率的理论财务影响。来自加拿大风电场SCADA和气象系统的经验数据尚未公开;因此,我们不得不使用来自加拿大风力涡轮机数据库、加拿大环境与气候变化风力图集和独立电力系统运营商的数据,使用制造商功率曲线和测量-相关-预测线性回归方法计算全省所有风力涡轮机的总理论发电量。假设在7月15日至9月30日期间,当风图集模拟的当地风速在一天下午6点至第二天早上6点之间<5.5 m/s时,使用安大略省风力发电场电力购买协议费率的下限和上限:115和150加元/兆瓦时,所有风力发电场的运营都被削减,我们估计了所有风力发电场的财务影响。我们使用广义线性模型来测试生产损失的可变性是否基于与涡轮机设计和现场风速相关的因素来预测。我们估计,如果安大略省所有风电场都实施运营弃风,每年的总风能产量将从12.09太瓦时减少到12.04太瓦时,这相当于51.2吉瓦时的差异,或0.42%。生产损失与7月15日至9月30日期间记录的涡轮机切割速度和平均现场风速有关。估计的利润损失为679±90万加元,而估计的收益为1.6±2.1亿加元,这表明,相对于蝙蝠种群的保护效益,降低蝙蝠死亡率可能是行业的一小部分成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Economic Impacts of Curtailing Wind Turbine Operations for the Protection of Bat Populations in Ontario
Wind energy is a growing industry in Canada to meet the demand for a renewable supply of energy. However, wind turbine operation represents a high mortality risk for bat populations, and regulators often require that steps are taken to mitigate this risk. The result is concern among operators about lost revenue potential. This study was, therefore, designed to estimate the theoretical financial impact of curtailing turbine operations to mitigate for bat mortality for all wind farms that were constructed and operating in Ontario, Canada, as of 1 January 2020 (n = 87 wind farms). Empirical data from the Canadian Wind Farm SCADA and meteorological systems are not publicly available; thus, we were compelled to use data from the Canadian Wind Turbine database, the Environment and Climate Change Canada Wind Atlas, and the Independent Electricity System Operator to calculate the total theoretical energy production for all wind turbines in the province using manufacturer power curves and a measure–correlate–predict linear regression method. We estimated the financial impacts for all wind farms on the assumption that operations were curtailed when the Wind Atlas modelled local wind speed was <5.5 m/s between 6 pm of one day and 6 am the following day, between 15 July and 30 September, using the lower and upper limits of power-purchase agreement rates for Ontario wind farms: 115 and 150 CAD/MWh. We used generalized linear modelling to test whether the variability in production loss was predicted based on factors related to turbine design and site wind speeds. We estimated that total annual wind energy production would be reduced from 12.09 to 12.04 TWh if all Ontario wind farms implemented operational curtailment, which is equivalent to a difference of 51.2 GWh, or 0.42%. Production loss was related to turbine cut-in speeds and average site wind speeds recorded between 15 July and 30 September. The estimated profit losses were 6.79 ± 0.9 million CAD compared to estimated earnings of 1.6 ± 0.21 billion CAD, which suggests that mitigating bat mortality may represent a small cost to the industry relative to the conservation benefits for bat populations.
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来源期刊
Wind and Structures
Wind and Structures 工程技术-工程:土木
CiteScore
2.70
自引率
18.80%
发文量
0
审稿时长
>12 weeks
期刊介绍: The WIND AND STRUCTURES, An International Journal, aims at: - Major publication channel for research in the general area of wind and structural engineering, - Wider distribution at more affordable subscription rates; - Faster reviewing and publication for manuscripts submitted. The main theme of the Journal is the wind effects on structures. Areas covered by the journal include: Wind loads and structural response, Bluff-body aerodynamics, Computational method, Wind tunnel modeling, Local wind environment, Codes and regulations, Wind effects on large scale structures.
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