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Facilitating the development and integration of low-carbon energy technologies.

机译:促进低碳能源技术的发展和整合。

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Climate change mitigation will require extensive decarbonization of the electricity sector. This thesis addresses both large-scale wind integration (Papers 1--3) and development of new energy technologies (Paper 4) in service of this goal.;Compressed air energy storage (CAES) could be paired with a wind farm to provide firm, dispatchable baseload power, or serve as a peaking plant and capture upswings in electricity prices. Paper 1 presents a firm-level engineering-economic analysis of a wind/CAES system with a wind farm in central Texas, load in either Dallas or Houston, and a CAES plant whose location is profit-optimized. Of a range of market scenarios considered, the CAES plant is found to be profitable only given the existence of large and infrequent price spikes. Social benefits of wind/CAES include avoided construction of new generation capacity, improved air quality during peak demand, and increased economic surplus, but may not outweigh the private cost of the CAES system nor justify a subsidy.;Like CAES, pumped hydropower storage (PHS) ramps quickly enough to smooth wind power and could profit from arbitrage on short-term price fluctuations exacerbated by large-scale wind. Germany has aggressive plans for wind power expansion, and Paper 2 analyzes an investment opportunity in a PHS facility in Norway that practices arbitrage in the German spot market. Price forecasts given increased wind capacity are used to calculate profit-maximizing production schedules and annual revenue streams. Real options theory is used to value the investment opportunity, since unlike net present value, it accounts for uncertainty and intertemporal choice. Results show that the optimal investment strategy under the base scenario is to wait approximately eight years then invest in the largest available plant.;Paper 3 examines long-distance interconnection as an alternate method of wind power smoothing. Frequency-domain analysis indicates that interconnection of aggregate regional wind plants across much of the western and mid-western U.S. would not result in significantly greater smoothing than interconnection within a single region. Time-domain analysis shows that interconnection across regions reduces the magnitude of low-probability step changes and doubles firm power output (capacity available at least 92 % of the time) compared with a single region. An approximate cost analysis indicates that despite these benefits, balancing wind and providing firm power with local natural gas turbines would be more cost-effective than with transmission interconnection.;Papers 1 and 3 demonstrate the need for further RD&D (research, development, and deployment) of low-carbon energy technologies. Energy technology development is highly uncertain but most often modeled as deterministic, which neglects the ability both to adapt RD&D strategy to changing conditions and to invest in initially high-cost technologies with small breakthrough probabilities. Paper 4 develops an analytical stochastic dynamic programming framework in which RD&D spending decreases the expected value of the stochastic cost of a technology. Results for a two-factor cost model (which separates RD&D into R&D and learning-by-doing) applied to carbon capture and sequestration (CCS) indicate that given 15 years until large-scale deployment, investment in the RD&D program is optimal over a very broad range of initial mitigation costs (
机译:缓解气候变化将需要电力部门的大规模脱碳。本论文既针对大规模风能集成(第1--3页),也针对新能源技术的发展(第4页)进行了研究。压缩空气储能(CAES)可以与风电场配套使用,以提供可靠的服务,可分派的基本负荷电力,或充当调峰电厂并捕获电价上涨。论文1给出了一个风能/ CAES系统的公司级工程经济分析,该系统在得克萨斯州中部有一个风电场,在达拉斯或休斯敦有负荷,并且其CAES工厂的位置经过了利润优化。在所考虑的一系列市场情景中,只有在价格波动不大且不频繁出现的情况下,CAES工厂才能获利。风能/ CAES的社会效益包括避免建造新的发电能力,在需求高峰期改善空气质量以及增加经济盈余,但可能不会超过CAES系统的私人成本,也无法证明补贴的合理性;如CAES,抽水蓄能( PHS)的上升速度足以使风力发电平稳,并可能因大规模风力加剧的短期价格波动而从套利中获利。德国制定了雄心勃勃的风力发电计划,第二篇论文分析了在挪威的PHS设施中在德国现货市场进行套利的投资机会。给定风能增加后的价格预测将用于计算利润最大化的生产计划和年收入流。实物期权理论用于评估投资机会,因为与净现值不同,它考虑了不确定性和跨期选择。结果表明,在基本方案下的最佳投资策略是等待大约八年,然后再投资最大的可用电厂。;论文3研究了长距离互连作为风电平滑的替代方法。频域分析表明,横跨美国大部分西部和中西部地区的总区域性风电厂的互连不会比单个区域内的互连带来明显更大的平滑化。时域分析表明,与单个区域相比,跨区域的互连减少了低概率阶跃变化的幅度,并使固定功率输出(至少在92%的时间内可用容量)翻了一番。一项近似的成本分析表明,尽管有这些好处,但与本地互连相比,用本地天然气涡轮机平衡风能和提供稳定的电力将比通过互连互连更具成本效益。论文1和3证明了需要进一步的RD&D(研究,开发和部署) )的低碳能源技术。能源技术的发展具有高度不确定性,但通常被建模为确定性模型,这忽略了使RD&D战略适应不断变化的条件以及投资具有突破性小概率的最初的高成本技术的能力。论文4开发了一种分析型随机动态规划框架,其中RD&D支出降低了一项技术的随机成本的期望值。应用于碳捕集与封存(CCS)的两因素成本模型(将RD&D分为R&D和边做边学)的结果表明,在大规模部署之前的15年内,对RD&D计划的投资是最佳的。范围广泛的初始缓解成本(

著录项

  • 作者

    Fertig, Emily.;

  • 作者单位

    Carnegie Mellon University.;

  • 授予单位 Carnegie Mellon University.;
  • 学科 Alternative Energy.;Engineering General.;Sociology Public and Social Welfare.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 185 p.
  • 总页数 185
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:41:48

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