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The impact of financial market development and foreign direct investment on carbon intensity from oil, gas, gas flaring, and cement emissions in GCC Countries: A spatial analysis 金融市场发展和外国直接投资对海湾合作委员会国家石油、天然气、天然气燃除和水泥排放碳强度的影响:空间分析
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2025.102011
Haider Mahmood , Muhammad Tanveer , Hussein Mohamad Almurad , Eman Abdel Hameed Hasnin , Amira Houaneb
Financial markets and foreign investments could play an effective role in determining the environment and income of GCC resource-rich economies. Therefore, the effects of Financial Market Development (FMD) and Foreign Direct Investment (FDI) on Carbon Intensity (CI) from oil, gas, gas flaring, and cement sectors are tested in the GCC region by employing the Spatial Durbin Model for the period 1980–2022. The Environmental Kuznets Curve (EKC) is corroborated in the models of CI from the cement, gas, and gas flaring sectors. FMD raises CI from gas, gas flaring, and cement emissions in local and neighboring economies and the whole GCC region. However, FMD reduces CI from the oil emissions in the indirect and total effects. Moreover, FDI reduces CI from the cement sector in local economies and also reduces CI from the cement, oil, and gas sectors in neighboring economies and the whole GCC region. Urbanization increases CI from gas, gas flaring, and cement emissions in local and neighboring economies and the whole GCC region. The study suggests promoting FDI for sustainable growth and reducing the flow of financial resources to the energy and cement sectors. Moreover, urbanization should be controlled to reduce its environmental effects.
金融市场和外国投资可以在决定海湾合作委员会资源丰富经济体的环境和收入方面发挥有效作用。因此,金融市场发展(FMD)和外国直接投资(FDI)对石油、天然气、天然气燃烧和水泥行业碳强度(CI)的影响采用1980-2022年期间的空间德宾模型在海湾合作委员会地区进行了测试。环境库兹涅茨曲线(EKC)在水泥、天然气和天然气燃烧部门的CI模型中得到了证实。FMD提高了当地和邻近经济体以及整个海湾合作委员会地区的天然气、天然气燃烧和水泥排放的CI。然而,FMD从间接和总效应上降低了石油排放的CI。此外,FDI降低了当地经济体水泥行业的CI,也降低了周边经济体和整个海湾合作委员会地区水泥、石油和天然气行业的CI。在当地和邻近经济体以及整个海湾合作委员会地区,城市化增加了天然气、天然气燃烧和水泥排放的CI。该研究建议促进外国直接投资以促进可持续增长,并减少财政资源流向能源和水泥部门。此外,应控制城市化以减少其对环境的影响。
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引用次数: 0
Estimation of the price of natural gas in Mexico using a decision tree model 用决策树模型估计墨西哥天然气价格
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2025.102022
Luis Enrique García-Pérez , Francisco Venegas-Martínez , Ricardo Jacob Mendoza-Rivera
Mexico liberalized natural gas prices in 2017 by establishing the National Wholesale Natural Gas Price Index (IPGN). This institutional change created observable conditions where prices could deviate from efficiency. We classified these deviations into three regimes: stability, overestimation and underestimation. To do this, we use a multinomial decision tree with monthly data from 2000 to 2025. The main findings are: First, time validation achieves an accuracy of 73.40 %. In this case, Henry Hub futures prices explain 73.7 % of the regime variance, confirming that price formation in Mexico responds primarily to North American market expectations, rather than domestic fundamentals. Second, markets operate in stability 41 % of the time, being correctly identified in 82.75 % of cases, while overestimation and underestimation represent temporary deviations driven by expectations, rather than a chronic dysfunction. In terms of energy policy, a drop in Henry Hub futures below −6.3 % could trigger regime transitions, thus warranting increased monitoring. The proposal provides high accuracy in identifying stability allows regulators to distinguish crises requiring intervention from normal volatility, thereby avoiding disproportionate policy reactions. Finally, it is worth noting that the interpretability of the decision tree provides essential monitoring thresholds for infrastructure investors that commit resources over the long term (up to ten years).
墨西哥于2017年通过建立全国天然气批发价格指数(IPGN)放开了天然气价格。这种制度变革创造了价格可能偏离效率的可观察条件。我们将这些偏差分为三种类型:稳定性、高估和低估。为了做到这一点,我们使用2000年至2025年每月数据的多项决策树。主要发现有:第一,时间验证的准确率达到了73.40 %。在这种情况下,Henry Hub期货价格解释了73.7 %的制度差异,证实了墨西哥的价格形成主要响应北美市场预期,而不是国内基本面。其次,市场在41% %的时间内稳定运行,在82.75% %的情况下被正确识别,而高估和低估代表由预期驱动的暂时偏差,而不是慢性功能障碍。就能源政策而言,Henry Hub期货价格跌至- 6.3 %以下可能引发政权过渡,因此需要加强监测。该提案在识别稳定性方面提供了很高的准确性,使监管机构能够将需要干预的危机与正常波动区分开来,从而避免过度的政策反应。最后,值得注意的是,决策树的可解释性为长期(长达十年)投入资源的基础设施投资者提供了必要的监控阈值。
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引用次数: 0
Exploring the feasibility of low-carbon fuel blends in CCGTs for deep decarbonization of power systems 探索低碳混合燃料在ccgt中用于电力系统深度脱碳的可行性
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2026.102036
Anas Abuzayed , Michael G. Pollitt , Mario Liebensteiner , Simone Hochgreb
Retrofitting gas-fired power plants to accommodate low-carbon fuel blends offers a promising pathway to achieving deep decarbonization while leveraging the existing infrastructure and maintaining electricity supply reliability. This study presents a comprehensive techno-economic assessment of low-carbon fuel options for decarbonizing combined cycle gas turbines (CCGTs), evaluating both fuel switching and blending strategies using green hydrogen, green ammonia, and biomethane. Based on official reported values, we estimate capital investment requirements for retrofitting existing fleets and building new CCGT capacity in Germany and the UK, featuring a case study of retrofitting a relatively new CCGT power plant (Keadby2 in the UK). Our findings reveal that retrofitting increases the levelized cost of electricity by about 6–13 €/MWh, with storage infrastructure representing a key cost driver. Fuel blending enhances operational flexibility but raises retrofitting costs. Biomethane emerges as the most cost-effective option due to its compatibility with existing infrastructure and negligible retrofitting needs, potentially cutting capital investments by up to €16.5 and €12 billion in Germany and the UK, respectively. However, even under the most favorable conditions, the marginal cost of electricity using low-carbon fuels exceeds 120 €/MWh, leaving natural gas more competitive at current market conditions. Strategic retrofitting decisions must be pursued selectively, considering plant age, proximity to fuel supply, and storage infrastructure. Policy frameworks ensuring simultaneous supply and infrastructure development are critical to realizing the potential of fuel blending and retrofitting strategies.
改造燃气发电厂以适应低碳燃料混合物,为实现深度脱碳提供了一条有希望的途径,同时利用现有的基础设施和保持电力供应的可靠性。本研究对脱碳联合循环燃气轮机(ccgt)的低碳燃料选择进行了全面的技术经济评估,评估了使用绿色氢、绿色氨和生物甲烷的燃料转换和混合策略。根据官方报告的价值,我们估计了在德国和英国改造现有车队和建设新的CCGT产能的资本投资需求,并以改造一个相对较新的CCGT发电厂(英国Keadby2)为例进行了研究。我们的研究结果表明,改造增加了约6-13欧元/兆瓦时的电力平准化成本,其中存储基础设施是主要的成本驱动因素。燃料混合提高了操作灵活性,但增加了改造成本。由于生物甲烷与现有基础设施的兼容性和可忽略不计的改造需求,生物甲烷成为最具成本效益的选择,在德国和英国分别可能减少高达165亿欧元和120亿欧元的资本投资。然而,即使在最有利的条件下,使用低碳燃料发电的边际成本也超过120欧元/兆瓦时,这使得天然气在目前的市场条件下更具竞争力。战略改造决策必须有选择地进行,考虑到工厂的年龄,接近燃料供应和存储基础设施。确保供应和基础设施同步发展的政策框架对于实现燃料混合和改造战略的潜力至关重要。
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引用次数: 0
Energy security risk and private sector development: A pathway to renewable energy investment in emerging economies 能源安全风险与私营部门发展:新兴经济体可再生能源投资之路
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2025.102012
Su Xiong , Razaz Waheeb Attar , Sana Ullah
Energy security risks and private sector development are inherently intertwined and serve as pivotal determinants in shaping the evolutionary trajectory of the renewable energy (RE) industry, especially in emerging economies, where the transition to sustainable energy constitutes a critical strategic imperative amid global climate change mitigation efforts. Against the backdrop of shifting global energy dynamics and escalating demands for low-carbon development, renewable energy investment (REI) has emerged as a cornerstone of sustainable growth; however, the dynamic mechanisms underlying its determinants in emerging economies remain inadequately explored via rigorous econometric frameworks. This study aims to empirically examine the heterogeneous impacts of energy security risks and private sector development on REI in BRICS nations, emblematic of major emerging economies, by adopting the state-of-the-art generalized method of moments (GMM) panel vector autoregressive (PVAR) model, complemented by the method of moments quantile regression (MMQR) for robustness validation. The empirical findings corroborate that both energy security risks and private sector development exert a statistically significant positive impetus on REI in these economies. The impulse response functions (IRFs) demonstrate that REI exhibits a positive response to exogenous shocks in energy security risks, attaining a peak around the 3rd period before exhibiting a gradual attenuation over the subsequent horizon until the 10th period. Conversely, the IRFs pertaining to the nexus between private sector development and REI reveal a persistently positive and incrementally strengthening trajectory across the 10-period time frame, indicating that sustained advancements in private sector development foster a progressive augmentation of REI. Furthermore, the Granger causality test results validate that energy security risks and private sector development constitute significant causal antecedents of REI, underscoring their predictive power in shaping investment dynamics. Robustness checks via MMQR confirm these findings, revealing that energy security risks drive REI primarily at lower to medium quantiles, while private sector development exerts a consistent positive effect across most quantiles. These findings shed novel light on the critical role of mitigating energy security vulnerabilities and nurturing private sector dynamism as viable pathways to catalyze REI in emerging economies, thereby furnishing evidence-based policy implications for policymakers and strategic insights for investors striving to expedite the global green energy transition.
能源安全风险与私营部门发展内在地交织在一起,是塑造可再生能源产业发展轨迹的关键决定因素,特别是在新兴经济体,向可持续能源过渡是全球减缓气候变化努力中的一项关键战略任务。在全球能源动态变化和低碳发展需求不断上升的背景下,可再生能源投资(REI)已成为可持续增长的基石;然而,在新兴经济体中,其决定因素背后的动态机制仍然没有通过严格的计量经济学框架进行充分探索。本研究旨在通过采用最先进的广义矩量法(GMM)面板向量自回归(PVAR)模型,辅以矩量分位数回归(MMQR)方法进行稳健性验证,实证研究能源安全风险和私营部门发展对金砖国家(主要新兴经济体的象征)REI的异质性影响。实证结果证实,能源安全风险和私营部门发展对这些经济体的REI具有统计学上显著的正推动作用。脉冲响应函数(irf)表明,REI对能源安全风险中的外源冲击表现出积极的响应,在第3周期左右达到峰值,然后在随后的周期内逐渐衰减,直到第10周期。相反,与私营部门发展和房地产投资回报率之间的联系有关的irf在10个时间段内显示出持续积极和逐步加强的轨迹,表明私营部门发展的持续进步促进了房地产投资回报率的逐步扩大。此外,格兰杰因果检验结果验证了能源安全风险和私营部门发展构成REI的重要因果前因,强调了它们在塑造投资动态方面的预测能力。通过MMQR进行的稳健性检查证实了这些发现,表明能源安全风险主要在中低分位数上驱动REI,而私营部门发展在大多数分位数上都具有一致的积极影响。这些发现为缓解能源安全脆弱性和培养私营部门活力作为促进新兴经济体REI的可行途径的关键作用提供了新的视角,从而为政策制定者提供了基于证据的政策建议,并为努力加快全球绿色能源转型的投资者提供了战略见解。
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引用次数: 0
Production and certification constraints to sustainable aviation fuel adoption: Analysis and synergistic solutions 可持续航空燃料采用的生产和认证限制:分析和协同解决方案
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2025.102010
Shuiting Ding , Xinran Luo , Chenyu Gan , Tian Qiu , Qinglin Ma , Xinming Wang , Shiyang Zhao , Shengyu Bao , Guixian Qu , Yan Shi
Sustainable aviation fuels (SAFs) are promising solutions for reducing carbon emissions in the aviation industry and achieving the 2050 net-zero target. Despite their environmental benefits, the adoption and deployment of SAFs remain significantly below expectations. This paper systematically analyzes the key constraints hindering deployment of SAFs, focusing on feedstock availability, technology pathway, safety certification, and sustainability standards. On the production side, the unstable supply of suitable feedstocks, and the lack of mature refining infrastructure result in high production costs. This study presents a comprehensive evaluation of various technology pathways for SAFs. Each pathway demonstrates unique advantages and limitations in terms of yield, feedstock adaptability, environmental impact, and cost-effectiveness. While Hydroprocessed Esters and Fatty Acids (HEFA) is the most mature, its scalability is hindered by feedstock constraints. Fischer–Tropsch (FT) and lignocellulosic-based pathways offer better long-term potential, especially in developing countries. From a certification standpoint, the safety certification process, primarily governed by ASTM D4054, is lengthy, costly, and sample-intensive, thereby raising the entry barrier for new SAF technologies. Additionally, the global sustainability certification standards lack uniformity, and differences among standards such as CORSIA, ISCC, and RSB make market access and recognition more complex. To overcome these barriers, the paper proposes a synergistic strategy that includes localized feedstock development (e.g., cultivation of Arundo donax on marginal land), technological optimization of SAF production pathways, adoption of modelling and simulation for safety certification, and establishment of a globally recognized and equitable sustainability certification system under ICAO’s leadership. These coordinated efforts are essential to accelerate SAF adoption, ensure global participation, and enable the transition of the aviation industry towards a low-carbon future.
可持续航空燃料(SAFs)是减少航空业碳排放和实现2050年净零排放目标的有希望的解决方案。尽管saf具有环境效益,但其采用和部署仍然远远低于预期。本文系统地分析了阻碍saf部署的主要制约因素,重点是原料可用性、技术途径、安全认证和可持续性标准。在生产方面,合适的原料供应不稳定,以及缺乏成熟的炼油基础设施导致生产成本高。本研究提出了各种技术途径的综合评估的saf。每种途径在产量、原料适应性、环境影响和成本效益方面都具有独特的优势和局限性。虽然氢加工酯和脂肪酸(HEFA)是最成熟的,但其可扩展性受到原料限制的阻碍。费托途径和木质纤维素途径具有更好的长期潜力,特别是在发展中国家。从认证的角度来看,主要由ASTM D4054管理的安全认证过程是漫长的、昂贵的和样品密集的,因此提高了新的SAF技术的进入门槛。此外,全球可持续性认证标准缺乏统一性,CORSIA、ISCC、RSB等标准之间存在差异,使得市场准入和认可更加复杂。为了克服这些障碍,本文提出了一种协同战略,包括本地化原料开发(例如,在边际土地上种植阿罗多纳豆),SAF生产途径的技术优化,采用安全认证的建模和模拟,以及在国际民航组织的领导下建立全球公认的公平的可持续性认证体系。这些协调一致的努力对于加快SAF的采用、确保全球参与以及实现航空业向低碳未来的转型至关重要。
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引用次数: 0
In-situ and data-driven methods for evaluating building energy performance in the operational phase: A critical review 在运行阶段评估建筑能源性能的原位和数据驱动方法:一个关键的审查
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2026.102038
Houda Er-Retby , Mouatassim Charai , Mohamed Oualid Mghazli , Mohamed El Mankibi , Mostafa Benzaazoua
Building energy performance during the operational phase is influenced by interconnected factors, including structural characteristics, occupant activity, and systems integration. Current measurement methods often inadequately address the complex synergy between (i) envelope, (ii) indoor conditions, (iii) energy usage and on-site production, and (iv) occupant behaviors. This issue is increasingly critical as building operations account for a significant share of global energy demand and emissions, especially under emerging performance-based regulatory frameworks. This review analyzes over 160 papers retrieved from the Web of Science Core Collection database using a structured bibliometric and thematic analysis. It critically examines the most commonly used in-situ diagnostics and occupant data-driven techniques, discussing each method's strengths, limitations, and operational contexts. Therefore, it provides a step-by-step guideline to comprehensively evaluate buildings' energy performance elements and helps in selecting the suitable diagnostic methods. The review underscores the need for an integrative assessment framework and the underrepresentation of behavioral data in diagnostics. It proposes a hybrid multi-criteria evaluation model that combines quantitative and qualitative indicators.
建筑在运行阶段的能源性能受到相互关联的因素的影响,包括结构特征、居住者活动和系统集成。目前的测量方法往往不能充分解决(i)围护结构,(ii)室内条件,(iii)能源使用和现场生产,以及(iv)居住者行为之间的复杂协同作用。随着建筑业务在全球能源需求和排放中占很大份额,特别是在新兴的基于绩效的监管框架下,这一问题变得越来越重要。本文采用结构化的文献计量学和主题分析方法,分析了从Web of Science Core Collection数据库中检索到的160多篇论文。本文分析了最常用的原位诊断技术和作业人员数据驱动技术,讨论了每种方法的优点、局限性和操作环境。因此,它提供了一个循序渐进的指导,以全面评估建筑的能源性能要素,并有助于选择合适的诊断方法。该综述强调了建立综合评估框架的必要性以及诊断中行为数据代表性不足的问题。提出了一种定量指标与定性指标相结合的混合多准则评价模型。
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引用次数: 0
Public perceptions of low-dose radiation and small modular reactors: A survey-based social science analysis 公众对低剂量辐射和小型模块化反应堆的看法:基于调查的社会科学分析
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2025.102014
Lekhnath Ghimire , Charisse Vitto , Tanushree Das , Edward Waller , Nicholas Priest , Margot Hurlbert
This study examines public perceptions of low-dose radiation (LDR) and small modular reactors (SMRs) to inform strategies for improving nuclear literacy and acceptance. Survey results revealed that, despite high levels of formal education, knowledge of radiation was limited. Most participants relied on media rather than scientific sources. Expert-led presentations noticeably increased perceptions of LDR safety. Opinions on SMRs were divided, with notable concerns about proximity to residential areas. Emotional responses to SMRs were largely neutral, with signs of cautious optimism. The findings underscore the need for accessible, evidence-based communication and public engagement to foster informed support for nuclear technologies in achieving climate goals.
本研究调查了公众对低剂量辐射(LDR)和小型模块化反应堆(smr)的看法,为提高核知识和接受度的战略提供信息。调查结果显示,尽管正规教育水平很高,但对辐射的了解有限。大多数参与者依赖媒体而不是科学来源。专家主导的演讲显著提高了人们对LDR安全性的认识。人们对smr的看法存在分歧,其中明显的担忧是它是否靠近居民区。对smr的情绪反应基本上是中性的,有谨慎乐观的迹象。研究结果强调,需要进行可获取的、基于证据的沟通和公众参与,以促进对核技术实现气候目标的知情支持。
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引用次数: 0
The dynamic relationship between natural gas and commodity prices through the Russian-Ukrainian crisis framework 从俄乌危机框架看天然气与大宗商品价格的动态关系
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2025.102009
Souhir Amri Amamou , Saoussen Aguir Bargaoui , Adel Ifa
This paper aims to investigate the sensitivity of the gas market: Russian Natural Gas and Liquefied Gas, to other commodity categories. It sheds light on the Russian-Ukrainian crisis by using an Autoregressive Distributed Lag model on daily prices of Russian Natural Gas, Liquefied Natural Gas, WTI, Brent, Gold, Silver, Corn, and Coffee over the period January 1, 2020, to May 30, 2023. Results suggest that the LNG market displays greater sensitivity to other commodity markets. They highlight that the agricultural market is the main driver of the natural gas market's evolution, both in the short and long term. Shifting the focus in the metals market allows us to detect a significant relationship between Natural Gas and gold prices only for the long term with RNG, and LNG in both the short and long term. On the other hand, this research paper argues that the WTI market led the gas market. The overall findings claim that even if LNG has found success in recent years, due to its ecological advantages or its potential substitution power of Russian gas, market participants must invest in it while taking into consideration its strong connectivity to other different commodity markets to avoid sudden and potential excessive response by excess-correlation to impulses from these markets.
本文旨在研究天然气市场的敏感性:俄罗斯天然气和液化天然气,对其他商品类别。通过对2020年1月1日至2023年5月30日期间俄罗斯天然气、液化天然气、WTI、布伦特原油、黄金、白银、玉米和咖啡的每日价格使用自回归分布式滞后模型,该模型揭示了俄罗斯-乌克兰危机。结果表明,LNG市场对其他商品市场表现出更大的敏感性。他们强调,无论从短期还是长期来看,农业市场都是天然气市场演变的主要驱动力。将重点转移到金属市场,使我们能够发现天然气和黄金价格之间的重要关系,而天然气和黄金价格之间的关系仅从短期和长期来看都是如此。另一方面,本文认为WTI市场引领了天然气市场。总体研究结果表明,即使液化天然气近年来取得了成功,由于其生态优势或其潜在的俄罗斯天然气替代能力,市场参与者必须在考虑其与其他不同商品市场的强连通性的同时进行投资,以避免与这些市场的冲动过度相关而突然和潜在的过度反应。
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引用次数: 0
Toward efficient resource adequacy: The role of shared reserves in China's power grid 迈向有效的资源充足:共享储备在中国电网中的作用
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2026.102043
Junhong Liu , Fredrich Kahrl , Liqun Peng , Jiang Lin , Gang He
China's pursuit of carbon neutrality will entail a transformation of its power generation portfolio through extensive investment in renewable energy, underscoring the need for expanding planning and operating reserves to maintain power system reliability. However, efficient reserve management is critical, amid evolving electricity market reforms, to avoiding overcapacity. Here, we quantitatively assess spatiotemporal coordination strategies through regional reserve sharing within China's interconnected power grids. Our results demonstrate that high coordination strategies reduce the planning installed capacity by up to 9.2 % in Southern China grid region in 2035 and lower capital expenditures by 3–4 % (equivalent to USD $243.0–258.4 billion in present value) over a 30-year horizon compared to the low coordinated case. Additionally, sharing operating reserves within the East China grid region reduces reserve capacity procurement by 16 % in 2035 and cuts annual reserve market costs by 5–8 % (about $5.8–8.3 billion) compared to the unshared case. These findings suggest that regional coordination can enhance economic efficiency, representing an under-utilized lever to facilitate power system decarbonization.
中国对碳中和的追求将需要通过对可再生能源的广泛投资来转变其发电组合,这突显了扩大规划和运营储备以保持电力系统可靠性的必要性。然而,在不断发展的电力市场改革中,高效的储备管理对于避免产能过剩至关重要。在此,我们定量评估了中国互联电网内区域储备共享的时空协调策略。我们的研究结果表明,与低协调情况相比,高协调策略在2035年将华南电网地区的规划装机容量降低高达9.2% %,并在30年内降低资本支出3-4 %(相当于现值2430 - 2584亿美元)。此外,与未共享的情况相比,在华东电网区域共享运营储量将使2035年的储备容量采购减少16% %,并将年度储备市场成本降低5 - 8% %(约58 - 83亿美元)。这些发现表明,区域协调可以提高经济效率,是促进电力系统脱碳的一个未被充分利用的杠杆。
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引用次数: 0
Climate change effects on solar energy potential: CMIP6-based projections and policy implications 气候变化对太阳能潜力的影响:基于cmip6的预测和政策启示
IF 7.9 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-01-01 DOI: 10.1016/j.esr.2026.102063
Veysi Kartal , Erkan Karakoyun , Fatih Bayrak , Miklas Scholz
This study evaluated how different SSP scenarios affect solar energy potential in Türkiye's GAP region by examining projected changes in surface downwelling shortwave radiation (RSDS), air temperature (Tas), and photovoltaic cell temperature (Tcell), along with their implications for photovoltaic (PV) and concentrated solar power (CSP) systems. Multiple CMIP6 climate models, including the multi-model ensemble (MME), were used, and bias-adjustment procedures were applied through the Delta Method, Quantile Mapping, and Empirical Quantile Mapping. Correlation and sensitivity analysis were also conducted to better understand the drivers of spatial variability. RSDS projections show pronounced spatial differences. Gaziantep and Kilis consistently exhibit the largest increases, reaching 3.47 % under SSP1-2.6 and 2.62 % under SSP2-4.5. Under SSP5-8.5, RSDS intensifies further, reaching 4.20 % in Kilis by 2100, with Gaziantep and Adıyaman also strongly affected. Tas projections similarly reveal substantial warming, supported by quantitative increases across the region. Under SSP1-2.6, Adıyaman shows the highest early-period warming at 5.17 %, while Diyarbakır exceeds 9 % in later periods. Under SSP5-8.5, Mardin records the strongest early-century warming at 2.57 %, whereas Siirt undergoes the largest mid-future (13.11 %) and late-century (24.69 %) temperature increases. These values confirm that the magnitude and timing of Tas increases vary considerably among provinces. CSP thermal power responds positively to increasing RSDS, with maximum values of 4.49 %, 3.60 %, and 5.95 % across the three scenarios. Tcell rises sharply, 7.91 %, 12.89 %, and 19.23 %, and sensitivity analysis shows that removing wind cooling elevates Tcell by 3.7–5.7 °C, highlighting the importance of wind as a thermal regulator. PV power potential with wind (PVP1) increases moderately, whereas wind-excluded PV potential (PVP2) amplifies thermal stress impacts, reaching up to 19.23 % in Gaziantep. Findings highlight the vulnerability of solar energy systems to climate change, underscoring the need for adaptive cooling strategies to maintain efficiency. This study provides critical insights for future energy planning, emphasizing the importance of climate mitigation policies for the sustainable development of solar energy.
本研究通过研究地表下潜短波辐射(RSDS)、空气温度(Tas)和光伏电池温度(Tcell)的预测变化,以及它们对光伏(PV)和聚光太阳能(CSP)系统的影响,评估了不同SSP情景如何影响 rkiye’s GAP地区的太阳能潜力。采用了包括多模式集合(MME)在内的多个CMIP6气候模式,并通过Delta法、分位数作图和经验分位数作图进行了偏倚调整。为了更好地理解空间变异的驱动因素,还进行了相关分析和敏感性分析。rsd预测显示出明显的空间差异。加济安泰普和基利斯一直表现出最大的增长,在SSP1-2.6和SSP2-4.5下分别达到3.47 %和2.62 %。在SSP5-8.5下,RSDS进一步加剧,到2100年基利斯的RSDS达到4.20 %,加济安泰普和Adıyaman也受到强烈影响。该组织的预测也同样显示出大量变暖,这得到了整个地区数量增加的支持。在SSP1-2.6条件下,Adıyaman前期增温最大,达到5.17 %,而Diyarbakır后期增温超过9 %。在SSP5-8.5下,马尔丁录得最强烈的世纪初增温,为2.57 %,而锡尔特则经历了最大的中期增温(13.11 %)和后期增温(24.69 %)。这些数值证实,地震的幅度和时间在各省之间差别很大。CSP热功率与RSDS的增加呈正相关,三种情景下的最大值分别为4.49 %、3.60 %和5.95 %。Tcell温度急剧升高,分别为7.91 %、12.89 %和19.23 %,敏感性分析表明,去除风冷后,Tcell温度升高3.7-5.7 °C,凸显了风作为热调节器的重要性。有风的光伏发电潜力(PVP1)适度增加,而无风的光伏发电潜力(PVP2)放大了热应力的影响,在加济安泰普达到19.23 %。研究结果强调了太阳能系统对气候变化的脆弱性,强调了采用适应性冷却策略来保持效率的必要性。这项研究为未来的能源规划提供了重要的见解,强调了气候减缓政策对太阳能可持续发展的重要性。
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Energy Strategy Reviews
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