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How income and price changes affect the electricity demand? Evidence from Türkiye’s residential sector 收入和价格变化如何影响电力需求?证据来自于<s:1> rkiye居民区
Q1 Social Sciences Pub Date : 2025-02-01 DOI: 10.1016/j.tej.2025.107459
İsmail Kavaz
This study undertakes a comprehensive analysis of the income and price elasticities of residential electricity demand for Türkiye, spanning from 1980 to 2018. By employing the Structural Time Series Modelling method, the short- and long-run factors of income elasticities are found as 0.20 and 0.32, while the corresponding price parameters are determined as −0.08 for the short-term and −0.14 in the long-term, respectively. These elasticity estimations are crucial for informing policy-making processes, particularly in strategizing for the residential sector in Türkiye. The inelastic nature of these estimates, being less than 1, suggests that electricity constitutes a necessary commodity within the residential sector of Türkiye. It implies a limited sensitivity of consumers to fluctuations in price and income, indicating that changes in these factors do not significantly alter residential electricity demand in Türkiye. Additionally, this study extends its insights by providing forecasts for residential electricity demand. The projections indicate that by the year 2030, the electricity demand within Türkiye’s residential sector is projected to range between 90 and 106 Terawatt-hours (TWh). This forecasted data serves as an essential tool for future planning and policy development in the context of residential electricity consumption.
本研究对1980年至2018年期间日本居民用电需求的收入和价格弹性进行了全面分析。采用结构时间序列建模方法,发现收入弹性的短期和长期因素分别为0.20和0.32,而相应的价格参数在短期和长期分别为- 0.08和- 0.14。这些弹性估计对于为政策制定过程提供信息至关重要,特别是在为斯里兰卡的住宅部门制定战略时。这些估计值的非弹性小于1,表明电力是 rkiye居民部门的必要商品。这意味着消费者对价格和收入波动的敏感度有限,表明这些因素的变化不会显著改变日本居民的电力需求。此外,本研究还提供了住宅用电需求的预测,从而扩展了其见解。预测表明,到2030年,预计 rkiye住宅部门的电力需求将在90至106太瓦时(TWh)之间。这些预测数据可作为未来住宅用电规划和政策制定的重要工具。
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引用次数: 0
Assessing the impact of rural electrification on gender inequality in rural India: A state-level analysis 评估农村电气化对印度农村性别不平等的影响:一项州级分析
Q1 Social Sciences Pub Date : 2025-02-01 DOI: 10.1016/j.tej.2025.107460
Tanaya Saha
Electricity has an unswerving impact on financial sustainability of a country; hence, everybody must have equal access to electricity. However, in a developing country like India, the inequality in electricity distribution intensifies in the rural areas and gets further skewed with respect to gender. The skewness is owing to the differential gender needs. The study has attempted to empirically analyze the impact of rural electrification on gender inequality across rural areas of 36 Indian states and union territories over 2015–2019. Gender inequality is measured through the ratio of female and male rural labor force participation, while rural literacy gap and self-help group loans are taken as controls. The analysis is carried out at the aggregate level, followed by segregation based on presence or absence of women police stations, geographical regions, and quantiles. The results show that although rural electrification and other drivers of gender inequality can have positive impact on achieving rural gender equality in rural India, there is need of policies that can help in maximizing use of electrification.
电力对一个国家的财政可持续性有着不可动摇的影响;因此,每个人都必须有平等的用电机会。然而,在印度这样的发展中国家,电力分配的不平等在农村地区加剧,并且在性别方面进一步倾斜。这种偏差是由于性别需求的差异造成的。该研究试图实证分析2015-2019年印度36个邦和联邦直辖区农村地区电气化对性别不平等的影响。性别不平等通过农村男女劳动力参与率来衡量,农村识字率差距和自助团体贷款作为对照。分析是在总体一级进行的,然后根据有无女警察局、地理区域和分位数进行隔离。研究结果表明,尽管农村电气化和其他性别不平等的驱动因素可以对实现印度农村的农村性别平等产生积极影响,但仍需要制定有助于最大限度地利用电气化的政策。
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引用次数: 0
Practical energy equity decision making in resource-constrained communities: A case study in the Navajo Nation 资源受限社区的实际能源公平决策:以纳瓦霍族为例
Q1 Social Sciences Pub Date : 2025-02-01 DOI: 10.1016/j.tej.2025.107456
Abhiroop Chattopadhyay , Ann-Perry Witmer
There is an increasing recognition of the central role of energy equity and social justice in energy planning. Governments, utilities, planners, and the research community are working to advance a more nuanced understanding of energy equity, involving distributive, procedural, recognitional, and restorative aspects. Complete energy equity requires a holistic understanding of all these aspects, and energy planning should attempt to address them simultaneously. In practice, this can be challenging in contexts where the available pool of human and economic resources is limited. This article presents a case study of a community within the Navajo Nation to illustrate the challenges and implications in such contexts. The first challenge is the inevitable prioritization and compartmentalization of decision making due to the constraints imposed by the planners’ primary mandates, authority, place-based contextual factors, and available resources. The second – related – challenge is the impact of the resulting decisions on realized outcomes, and its effects on the community perceptions of – and confidence in – the planning institutions. The case study also finds that equity concerns of the utility’s end-customers may not always be uniform and are influenced by the customers’ perspectives, roles, responsibilities, and expectations. Thus, a more holistic view of energy planning is necessary to 1) capture the variations of equity opinions and priorities across all stakeholders, 2) to ensure that decisions and resource allocations by utilities, elected bodies, or governmental agencies occur on multiple fronts in a coordinated and transparent manner to advance energy equity targets.
人们日益认识到能源公平和社会正义在能源规划中的中心作用。政府、公用事业、规划者和研究界正在努力推动对能源公平的更细致的理解,包括分配、程序、认识和恢复等方面。完全的能源公平需要对所有这些方面有全面的了解,而能源规划应试图同时解决这些问题。实际上,在现有人力和经济资源有限的情况下,这可能具有挑战性。本文提出了一个纳瓦霍族社区的案例研究,以说明在这种情况下的挑战和影响。第一个挑战是由于规划者的主要任务、权威、基于地点的环境因素和可用资源所施加的限制,不可避免地对决策进行优先排序和划分。第二个相关的挑战是由此产生的决策对实现结果的影响,以及它对社区对规划机构的看法和信心的影响。案例研究还发现,公用事业的最终客户的公平问题可能并不总是一致的,并受到客户的观点、角色、责任和期望的影响。因此,有必要对能源规划有一个更全面的看法,以1)捕捉所有利益相关者的公平意见和优先事项的变化,2)确保公用事业、民选机构或政府机构的决策和资源分配以协调和透明的方式在多个方面进行,以推进能源公平目标。
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引用次数: 0
Short-term load forecasting with deep learning: Improving performance with post-training specialization 基于深度学习的短期负荷预测:通过训练后专业化提高性能
Q1 Social Sciences Pub Date : 2025-02-01 DOI: 10.1016/j.tej.2024.107449
Igor Westphal
Load forecasting has increasingly relied on deep learning models due to their ability to capture complex non-linear relationships. However, these models require substantial amounts of data for effective training. Data sparsity during peak load periods can degrade the performance of deep learning models to the point that they under-perform much simpler models. To address this issue, this paper proposes a post-training specialization method in which several copies of the original deep learning model are retrained for specific forecasting tasks. Results indicate an increase in performance in all baseline models used in this paper, and the method can potentially improve the forecasting of current applications at a low computational cost.
由于深度学习模型能够捕捉复杂的非线性关系,因此负载预测越来越依赖于深度学习模型。然而,这些模型需要大量的数据来进行有效的训练。峰值负载期间的数据稀疏性可能会降低深度学习模型的性能,以至于它们的性能低于更简单的模型。为了解决这个问题,本文提出了一种训练后专门化方法,其中原始深度学习模型的几个副本被重新训练以用于特定的预测任务。结果表明,本文中使用的所有基线模型的性能都有所提高,并且该方法可以以较低的计算成本潜在地改善当前应用的预测。
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引用次数: 0
Aligning electric vehicle charging with the sun: An opportunity for daytime charging? 让电动汽车充电与太阳同步:白天充电的机会?
Q1 Social Sciences Pub Date : 2025-02-01 DOI: 10.1016/j.tej.2025.107457
Farzan ZareAfifi, Ricardo de Castro, Sarah Kurtz
Recent studies show how a strategic shift towards daytime charging of electric vehicles (EVs) has the potential to be a powerful game-changer, leveraging flexible EV loads to maintain solar value on the grid and aligning EV charging energy load with solar generation. Also, recent studies show the benefits of expanding investment in daytime charging infrastructure and reforming time-of-use rates to promote daytime charging. By harmonizing energy consumption patterns with solar supply, we can increase the solar industry's economic appeal and sustain its growth trajectory while potentially reducing cost and improving convenience for charging vehicles that are parked during the day. This study integrates all these different studies and provides a comprehensive perspective on the benefits, challenges, and barriers to implementing daytime EV charging at scale.
最近的研究表明,向电动汽车日间充电的战略转变有可能成为一个强大的游戏规则改变者,利用灵活的电动汽车负载来维持电网上的太阳能价值,并使电动汽车充电能量负载与太阳能发电保持一致。此外,最近的研究表明,扩大日间充电基础设施投资和改革使用时间费率以促进日间充电的好处。通过协调能源消耗模式和太阳能供应,我们可以增加太阳能产业的经济吸引力,维持其增长轨迹,同时潜在地降低成本,提高白天停放的车辆充电的便利性。这项研究整合了所有这些不同的研究,并对大规模实施日间电动汽车充电的好处、挑战和障碍提供了全面的视角。
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引用次数: 0
Energy storage as a transmission asset: Definitions and use cases 作为输电资产的储能:定义和使用案例
Q1 Social Sciences Pub Date : 2024-08-01 DOI: 10.1016/j.tej.2024.107441
Jeremy Twitchell
There is growing interest in deploying energy storage as a transmission asset (SATA), as evidenced by an evolving body of supportive policies and regulations and an expanding body of literature on the topic. Despite nearly two decades of evolution, however, transmission planning processes in the United States rarely consider storage alternatives and only a handful of projects have been selected. Regulators have assigned the responsibility of proposing non-transmission alternatives to non-utility participants in the planning process, so the sparse record of SATA projects may therefore result from a lack of specificity about the use cases for SATA and uncertainty about when it should be proposed. Extensive literature has been devoted to the topic of SATA, but much of it relies on definitions that are inconsistent with regulatory precedent and that exacerbate confusion. This paper reviews regulatory proceedings to define three types of energy storage assets than can interact with the transmission system: storage as a transmission asset, storage in place of a transmission asset (SIPTA), and dual-use energy storage. It then provides an inventory of use cases for SATA and SIPTA projects, using brief case studies to illustrate each use case. By clarifying the definition of SATA and its roles in transmission system planning, this work may be of use to transmission system planners and other participants in transmission planning processes to identify situations in which SATA alternatives merit consideration.
人们对将储能作为输电资产(SATA)进行部署的兴趣与日俱增,这体现在不断发展的支持性政策和法规,以及有关该主题的文献数量不断增加。然而,尽管经历了近二十年的发展,美国的输电规划过程却很少考虑储能替代方案,只有少数项目被选中。监管机构将提出非输电替代方案的责任分配给了规划过程中的非公用事业参与者,因此 SATA 项目的记录稀少可能是由于对 SATA 的使用案例缺乏明确性,以及对何时应该提出 SATA 的不确定性造成的。关于 SATA 的主题已有大量文献,但其中大部分依赖于与监管先例不一致的定义,这加剧了混淆。本文回顾了监管程序,以定义可与输电系统互动的三类储能资产:作为输电资产的储能、代替输电资产的储能 (SIPTA) 以及两用储能。然后,报告提供了 SATA 和 SIPTA 项目的用例清单,并使用简要案例研究来说明每种用例。通过澄清 SATA 的定义及其在输电系统规划中的作用,本报告可帮助输电系统规划人员和输电规划流程的其他参与者确定在哪些情况下值得考虑 SATA 替代方案。
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引用次数: 0
What FERC should do to enable interregional electric transmission FERC 应采取哪些措施实现跨地区电力传输
Q1 Social Sciences Pub Date : 2024-08-01 DOI: 10.1016/j.tej.2024.107446
Robert H. Schulte, Raymond J. Wahle
The Federal Energy Regulatory Commission (FERC) on May 13, 2024 issued its Order 1920: “Building for the Future Through Electric Regional Transmission Planning and Cost Allocation”. Years in the making and building on its previous Order 1000 and others, this 1363-page Order is being hailed as a landmark in promoting needed electric transmission development in the United States going forward. While establishing needed detailed requirements for transmission planning within regions, the Order stopped short of addressing interregional planning other than identifying issues related to it.
Expanding on the traditional concept of intraregional transmission planning, interregional planning offers advanced benefits including reduced production (fuel) costs, improved generation capacity sharing, increased clean energy supplies, reduced renewables curtailment, and improved reliability and resiliency by providing transmission support between regions.
On a parallel path, Congress has recently become very active in efforts related to encouraging interregional transmission. Multiple bills have been introduced the past two years, addressing permitting reform, requirements for interregional planning, specification of minimum interregional transfer capacity, and offering investment tax credits, among other topics. While Order 1920 is now subject to numerous appeals and lawsuits that will take time to be resolved, and the Congressional bills remain to be potentially combined and passed, these are all positive signs for interregional transmission development going forward.
Meanwhile, the authors have been engaged the past several years in working with multiple utilities toward development of the Power from the Prairie (PftP) interregional transmission project (www.powerfromtheprairie.com). While these utilities whom the authors recruited are a select few who can think outside their service territories toward potential interregional collaboration, significant challenges and obstacles still exist. These represent the real-world issues of whether interregional transmission can actually occur.
This article combines the content of FERC Order 1920 and the various Congressional bills with the on-the-ground experience with utilities thinking about doing interregional transmission. The authors conclude that there is much more FERC can and should do going beyond Order 1920, in concert with Congress and others, to enable interregional transmission development to happen. A “Road Map” of potential next actions by FERC is suggested. In addition, the need to form a new entity that takes a more holistic interregional transmission planning view to overcome current industry inertia is also discussed.
联邦能源管理委员会(FERC)于 2024 年 5 月 13 日发布了第 1920 号命令:"通过电力区域传输规划和成本分配建设未来"。这项长达 1363 页的命令酝酿多年,以之前的第 1000 号命令和其他命令为基础,被誉为促进美国电力传输发展的里程碑。在区域内输电规划这一传统概念的基础上,区域间输电规划带来了更多好处,包括降低生产(燃料)成本、改善发电能力共享、增加清洁能源供应、减少可再生能源削减,以及通过提供区域间输电支持提高可靠性和弹性。在过去两年中,国会提出了多项法案,涉及许可改革、区域间规划要求、最低区域间输电能力规定以及提供投资税收抵免等议题。虽然第 1920 号命令目前受到许多上诉和诉讼的影响,需要时间来解决,国会法案也仍有可能合并和通过,但这些都是区域间输电发展的积极信号。同时,作者在过去几年中一直与多家公用事业公司合作,致力于开发 "大草原电力"(PftP)区域间输电项目 (www.powerfromtheprairie.com)。虽然作者招募的这些公用事业公司是少数几家能够跳出其服务区域考虑潜在跨地区合作的公司,但仍然存在巨大的挑战和障碍。本文将联邦能源管理委员会第 1920 号命令和国会各项议案的内容与考虑进行区域间输电的公用事业公司的实际经验相结合。作者得出结论,除了 1920 号命令之外,联邦能源管理委员会还可以而且应该与国会和其他机构合作,为实现跨地区输电发展做出更多努力。作者提出了联邦能源管理委员会下一步可能采取的行动的 "路线图"。此外,还讨论了成立一个新实体的必要性,该实体应采取更全面的区域间输电规划观点,以克服当前的行业惰性。
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引用次数: 0
The political economy of electricity market coupling: Comparing experiences from Europe and the United States 电力市场耦合的政治经济学:比较欧洲和美国的经验
Q1 Social Sciences Pub Date : 2024-08-01 DOI: 10.1016/j.tej.2024.107430
Giulia Ragosa

Advancing the integration of neighbouring power markets is widely identified in the literature as a key enabler of power system efficiency, flexibility, and variable renewable energy integration. Nonetheless, the existing economic literature offers only partial explanations of why greater market integration is difficult to achieve in the real world despite its evident advantages in terms of overall welfare, supply security, and competitiveness. It is argued that power market coupling is an inherently political process involving significant institutional contestation and adaptation, and hence requires a more nuanced political analysis to be fully understood. This paper adds to the existing literature by conducting a comparative political economy analysis of electricity market coupling processes in Britain, Italy, and California, spanning from 2013 to 2021. It seeks to unpack how differences in the political economy contexts of these jurisdictions influenced the electricity market coupling process with their respective neighbouring systems. The analysis draws on 86 key policy documents, and 53 in-depth interviews with senior power system stakeholders in the three jurisdictions. Results widely align with claims in the political economy literature that market coupling outcomes do not simply reflect the most efficient solution. While all three jurisdictions have shown a commitment to enhance regional integration of short-term wholesale energy markets, there is considerable variation in policy outcomes, particularly the extent to which different segments of the market have been coupled. These differences can largely be attributed to variations in the political economy contexts of the three jurisdictions, including multi-level governance structures, diplomatic relations with neighbouring countries, and interactions with national political priorities and contexts. The main implications for the governance of electricity market coupling are discussed in the conclusion.

文献普遍认为,推进相邻电力市场的一体化是提高电力系统效率、灵活性和可变可再生能源一体化的关键因素。然而,现有的经济文献仅部分解释了为什么尽管市场一体化在整体福利、供应安全和竞争力方面具有明显优势,但在现实世界中却难以实现。本文认为,电力市场耦合本质上是一个政治过程,涉及重大的制度竞争和调整,因此需要更细致的政治分析才能充分理解。本文对英国、意大利和加利福尼亚从 2013 年到 2021 年的电力市场耦合过程进行了比较政治经济学分析,对现有文献进行了补充。本文试图揭示这些司法管辖区政治经济背景的差异如何影响了与各自相邻系统的电力市场耦合进程。分析参考了 86 份关键政策文件,以及对这三个辖区的高级电力系统利益相关者进行的 53 次深入访谈。分析结果与政治经济学文献中的观点大体一致,即市场耦合的结果并不能简单地反映最有效的解决方案。虽然所有三个辖区都表示致力于加强短期能源批发市场的区域一体化,但政策结果却存在很大差异,尤其是市场不同部分的耦合程度。这些差异在很大程度上可归因于三个辖区政治经济背景的不同,包括多级治理结构、与邻国的外交关系以及与国家政治优先事项和背景的相互作用。结论部分讨论了电力市场耦合治理的主要影响。
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引用次数: 0
Dependency and diversity – Electricity transition and security in the Visegrad Group countries (V4) 依赖性与多样性--维谢格拉德集团国家(V4)的电力转型与安全问题
Q1 Social Sciences Pub Date : 2024-08-01 DOI: 10.1016/j.tej.2024.107439
László Berényi , Éva Pintér , Nikolett Deutsch

Acceleration of the green transition is one of the prime overarching goals of the European Union, in which a specific role is allocated to renewable-based power generation. This paper examines the impact of energy transition plans on the long-term electricity security levels of the Visegrad Countries (V4). The analysis includes a calculation of Simplified Supply-Demand Index (SSDI) scores based on the official forecast of the European Network of Transmission System Operators for Electricity (ENTSO-E). Results indicate that the level of electricity security is expected to diminish in the V4 countries. Simulation-based sensitivity analyses were also conducted to highlight that SSDI scores are especially sensitive to the vulnerability of supply, infrastructure, and demand categories within the composite index.

加快绿色转型是欧盟的首要总体目标之一,其中可再生能源发电被赋予了特殊的角色。本文探讨了能源转型计划对维谢格拉德国家(V4)长期电力安全水平的影响。分析包括根据欧洲电力传输系统运营商网络 (ENTSO-E) 的官方预测计算简化供需指数 (SSDI) 分数。结果表明,预计 V4 国家的电力安全水平将下降。此外,还进行了基于模拟的敏感性分析,以突出 SSDI 分数对综合指数中供应、基础设施和需求类别的脆弱性特别敏感。
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引用次数: 0
Estimating the cost of equity for performance based regulation: Important consequences from finance theory 估算基于绩效监管的股权成本:金融理论的重要影响
Q1 Social Sciences Pub Date : 2024-08-01 DOI: 10.1016/j.tej.2024.107444
David Havyatt, David Johnstone
All forms of economic regulation rely on observing the regulated firm’s costs which necessitates estimating the firm’s cost of capital including the cost of equity. Performance-based regulation (PBR) combines increased efficiency incentives with explicit performance-achievement rewards. It is attracting both increasing academic attention and greater application in electricity regulation. The standard textbook approaches to the Capital Asset Pricing Model (CAPM) incorrectly describe the asset beta as simply a measure of risk. More correctly, it is a measure of risk per unit of expected return. This interpretation makes the use of the CAPM to determine allowed rates of return problematic. The incentives in Performance Based Regulation exacerbate this problem. Regulators who base part of their decision on "judgement" should rely more on that judgement and develop approaches that focus on regulatory, rather than market, outcomes.
所有形式的经济监管都依赖于观察被监管企业的成本,这就需要估算企业的资本成本,包括股权成本。基于绩效的监管(PBR)将提高效率的激励措施与明确的绩效奖励相结合。它正吸引着越来越多的学术关注,并在电力监管中得到更广泛的应用。资本资产定价模型 (CAPM) 的标准教科书方法错误地将资产贝塔值简单地描述为风险度量。更正确的说法是,它是对每单位预期收益的风险度量。这种解释使得使用资本资产定价模型来确定允许收益率存在问题。绩效监管的激励机制加剧了这一问题。以 "判断 "为部分决策依据的监管者应更多地依赖这种判断,并制定注重监管结果而非市场结果的方法。
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引用次数: 0
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Electricity Journal
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