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内容概要:本文针对ISO New England地区未来风力发电容量达12,000 MW的目标,探讨了如何有效整合这一容量并评估其对电力系统运营成本的影响。项目通过对三种不同规模(低:2,000 MW;中:6,000 MW;高:12,000 MW)的风力发电进行建模,模拟了单位承诺模型,并研究了多种政策干预措施(如碳税、税收优惠、退役燃煤电厂等)的效果。关键指标包括系统总体发电成本、风电削减率、发电机利润以及平均电价。 适用人群:电力系统的研究人员、政策制定者、电力市场分析师和技术工程师。 使用场景及目标:为电力系统决策提供科学依据,优化风能集成方式,降低电力成本,减少碳排放。通过具体的数学建模和仿真,帮助理解和解决风电接入电网带来的挑战和机遇。 其他说明:项目详细阐述了风力发电与传统发电之间的关系,提出了多种提升风能利用率的方法,并提供了具体的实施步骤和建议。同时,报告也强调了多方面综合考虑,平衡经济性和环境效益的重要性。 -可实现的-有问题请联系博主,博主会第一时间回复!!!
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Wind Integration in ISO New England
EEEL 4220 Fall 2024 Project 1
1 Introduction
You take the position of a policy maker to provide policy suggestions to decarbonize ISO New England
and are given the attached one-bus system model and. Details about this system model are explained
in the attached paper. Note the model in this paper has 8 buses with no transmission limits, so it is
equivalent to a single-bus model (ISO New England has minor congestion issues).
ISONE expects to install a total wind generation capacity of 12,000 MW by 2030 and would like to
study how to best integrate wind generation. You are provided with one week (168 hours) of data
including wind generation capacity factors and demand. The wind generator capacity factor is a
normalized value between zero to one representation ratio between the actual wind generation and the
installed wind capacity over each hour.
2 Project Objective
Please finish a report summarizing how to best integrate up to 12,000 MW of wind generation into
the system and how the wind generation would impact the system operating cost. You should explore
three levels of wind capacity:
• Low: 2,000 MW
• Medium: 6,000 MW
• High: 12,000 MW
You need to implement a unit commitment simulation and explore approaches that could improve the
wind integration ratio, these approaches include but are not limited to
• Add carbon tax that increases the cost of traditional generators. You can use the EIA website
1
to look up emission factors of different fuel types.
• Add tax incentives for wind integration, in this case, you should add a negative cost of wind
generation w
t
to the objective function.
• Retirement of coal power plants.
At each scenario, use the following indexes to compare the system performance
• The total generation cost.
• The wind curtailment ratio - the ratio between the wind that was not integrated into the system
(W
t
− w
t
) to the total wind capacity available (W
t
).
• Profits received by generators.
1
https://www.eia.gov/tools/faqs/faq.php?id=74&t=11
1
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