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Barriers to the deployment of solar-based vapor absorption cooling system: A field analysis in Thailand 使用太阳能蒸汽吸收冷却系统的障碍:泰国实地分析
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-23 DOI: 10.1016/j.seta.2024.103995
Varakorn Kritsnakriengkrai , P. Abdul Salam , S. Kumar
About 60% of the electricity consumption in commercial buildings in Thailand is for air conditioning. The growth of commercial building construction and the rise in global temperature increase the air conditioning demand. Solar-based vapor absorption cooling systems (SVACS) are promoted because of lower electricity consumption, greenhouse gas mitigation, and natural refrigerant use. However, its adoption is minimal in Thailand. This study identified the barriers to deploying SVACS through surveys and feedback from various stakeholders. The barriers are categorized as Technology and Knowledge, Economic and Financial, Institutional and Policy, and Social and Market. 27 barriers were identified from the literature and discussions with stakeholders. Key barriers are lack of attractive policies and facilitating measures. Other important barriers include lack of training and knowledge, high investment and payback period, and lack of consumer and government confidence. Barriers unique to Thailand are also listed. SWOT (strengths, weaknesses, opportunities, threats) analysis shows the major strength of SVACS is the reduction of both electricity demand and emissions, while the major challenges are high payback period and system complexity. Recommendations to address the barriers include support to net zero, providing financial support, carbon taxation, knowledge and skill enhancement, increasing collaboration among sectors/stakeholders, and market intervention.
泰国商业建筑约 60% 的耗电量用于空调。商业建筑的增长和全球气温的升高增加了对空调的需求。太阳能蒸汽吸收冷却系统(SVACS)因耗电量低、减少温室气体排放和使用天然制冷剂而得到推广。然而,这种系统在泰国的应用却很少。本研究通过调查和各利益相关方的反馈,确定了部署 SVACS 的障碍。这些障碍分为技术和知识、经济和财务、机构和政策以及社会和市场。从文献和与利益相关者的讨论中确定了 27 个障碍。主要障碍是缺乏有吸引力的政策和促进措施。其他重要障碍包括缺乏培训和知识、投资和回收期过长以及消费者和政府缺乏信心。此外,还列出了泰国特有的障碍。SWOT(优势、劣势、机会、威胁)分析表明,SVACS 的主要优势在于减少电力需求和排放,而主要挑战在于投资回收期长和系统复杂。应对障碍的建议包括支持净零排放、提供财政支持、征收碳税、提高知识和技能、加强部门/利益相关者之间的合作以及市场干预。
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引用次数: 0
Chunkwood fuel feeding and combustion experiments in small-scale boilers to provide design suggestions for chunkwood friendly boiler construction 在小型锅炉中进行春木燃料给料和燃烧实验,为春木友好型锅炉的建造提供设计建议
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-21 DOI: 10.1016/j.seta.2024.103986
Tomas Persson , Marie Rönnbäck , Jan Erik Mattsson , Bengt-Olof Danielsson , Daniel Ryde

Chunkwood fuels have a particle size larger than normal chips which enables good drying and storage properties and are therefore appreciated by small-scale users. However, small-scale boilers optimized for chunkwood are not commercially available and the research question is if modern wood chip stokers, selected for having a robust fuel feeding system could feed and combust the fuel. Chunkwood fuel feeding, and combustion tests are performed in a 27-kW and a 240-kW wood chip stoker. Both boilers fulfill Ecodesign emission requirements for carbon monoxide (CO) at nominal load, but further optimization is required to fulfil requirements for dust. Partial load combustion needs to be further studied. There were problems with high stress on the fuel feeding system in both stokers, traced to when excessively large fuel pieces passed the outlet of the fuel bin and when fuel discs became trapped between the auger screw and the lid of the conveyor. Suggestions to solve the fuel feeding problems includes redesign of the fuel bin auger screw to cut oversized pieces, alternatively use of previously developed prototype conveyors that worked. Further studies are required to optimize the fuel feeding system and the combustion performance including a solution for partial load operation.

矮木柴燃料的颗粒尺寸比普通木片大,具有良好的干燥和储存特性,因此受到小型用户的青睐。然而,针对矮木柴进行优化的小型锅炉在市场上并不多见,因此研究的问题是,因具有强大的燃料给料系统而被选中的现代木屑炉能否给料和燃烧这种燃料。我们在一台 27 千瓦和一台 240 千瓦的木屑燃烧炉中进行了松香木燃料给料和燃烧测试。在额定负荷下,两台锅炉都能满足生态设计对一氧化碳(CO)的排放要求,但需要进一步优化以满足对粉尘的要求。部分负荷燃烧需要进一步研究。两台燃烧炉的燃料进料系统都存在应力过大的问题,原因是过大的燃料块通过燃料仓出口,以及燃料盘被卡在螺旋钻和输送机盖之间。解决燃料供给问题的建议包括重新设计燃料仓螺旋钻,以切割过大的燃料块,或者使用以前开发的原型输送机。还需要进一步研究,以优化燃料供给系统和燃烧性能,包括部分负荷运行的解决方案。
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引用次数: 0
Sustainable energy management for indoor farming in hot desert climates 炎热沙漠气候下室内农业的可持续能源管理
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-21 DOI: 10.1016/j.seta.2024.103958
Antonio Sanfilippo , Abdellah Kafi , Raka Jovanovic , Sa’d Shannak , Noormazlinah Ahmad , Zamri Wanik

Achieving food self-sufficiency in hot desert climates requires year-round farming, which is challenging due to extreme weather, water scarcity, and limited arable land. Indoor soil-less farming can mitigate these issues by reducing land and water use but increases operational complexity and electricity needs for cooling, impacting economic sustainability. This paper presents a resource management system using Artificial Intelligence of Things (AIoT) to simplify operations and optimize resources, alongside techno-economic analysis for economic viability. A case study on hydroponic tomato farming in hot deserts demonstrates that beyond a crop yield threshold (24.022 kg/m2), significantly more energy is required for marginal yield increases (e.g., 18% more electricity for a 0.35% yield increase). Despite higher energy use, the techno-economic analysis shows a net present value increase even with unsubsidized electricity. Thus, optimizing energy alongside water and nutrients is crucial for economic sustainability in indoor farming.

要在炎热的沙漠气候中实现粮食自给自足,需要全年耕作,但由于极端天气、缺水和可耕地有限,这具有挑战性。室内无土栽培可以减少土地和水的使用,从而缓解这些问题,但会增加操作的复杂性和冷却所需的电力,影响经济的可持续性。本文介绍了一种使用人工智能物联网(AIoT)的资源管理系统,以简化操作和优化资源,同时进行技术经济分析以提高经济可行性。一项关于炎热沙漠中水培番茄种植的案例研究表明,超过作物产量阈值(24.022 kg/m2)后,边际产量增加所需的能源明显增加(例如,产量增加 0.35% 所需的电力增加 18%)。尽管能源使用量增加,但技术经济分析表明,即使使用无补贴的电力,净现值也会增加。因此,优化能源以及水和养分对室内养殖的经济可持续性至关重要。
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引用次数: 0
The state of charge predication of lithium-ion battery energy storage system using contrastive learning 利用对比学习预测锂离子电池储能系统的充电状态
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-20 DOI: 10.1016/j.seta.2024.103989
Yifeng Xiong , Ting He , Wenlong Zhu , Yongxin Liao , Quan Xu , Yingchun Niu , Zhilong Chen

The state of charge (SOC) is a critical state quantity that must be determined in real-time for a battery energy storage system (BESS). It is a prerequisite for the operation of a BESS. However, obtaining the precise value of SOC is challenging due to it being a hidden state quantity. Existing neural network models commonly employ an end-to-end prediction paradigm for SOC estimation, which fails to fully exploit the rich information present in the time-series battery data. Unlike most studies available in the literature, we propose a novel SOC prediction method named CLDMM. This method is the first to apply contrastive learning techniques from the image field to the SOC prediction of lithium batteries. The method utilizes data augmentation, a multi-scale encoder, and multi-layer perceptrons to learn latent representations and mix these with raw data proportionally for downstream predictive tasks. The performance of the proposed method is evaluated using the Panasonic NCR18650PF dataset, and ablation study were conducted. Experimental results show that CLDMM outperforms baseline methods, achieving an average mean absolute error (MAE) of 0.64% and an average maximum error (MAX) of 2.66%.

充电状态(SOC)是电池储能系统(BESS)必须实时确定的关键状态量。它是 BESS 运行的先决条件。然而,由于 SOC 是一个隐藏的状态量,因此获取其精确值具有挑战性。现有的神经网络模型通常采用端到端预测模式来估算 SOC,这种模式无法充分利用时间序列电池数据中的丰富信息。与文献中的大多数研究不同,我们提出了一种名为 CLDMM 的新型 SOC 预测方法。该方法首次将图像领域的对比学习技术应用于锂电池的 SOC 预测。该方法利用数据增强、多尺度编码器和多层感知器来学习潜在表征,并将这些表征与原始数据按比例混合,用于下游预测任务。利用松下 NCR18650PF 数据集对所提出方法的性能进行了评估,并进行了烧蚀研究。实验结果表明,CLDMM 的性能优于基线方法,平均绝对误差 (MAE) 为 0.64%,平均最大误差 (MAX) 为 2.66%。
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引用次数: 0
Analyzing dynamic stall on tubercle mounted VAWT blades: A simplistic experimental approach using an oscillating rig 分析安装在结节上的 VAWT 叶片的动态失速:使用摆动钻机的简化实验方法
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-19 DOI: 10.1016/j.seta.2024.103962
Jeena Joseph , Surya Sridhar , Sathyabhama A. , Jayakrishnan Radhakrishnan

Leading-edge tubercles, inspired by the flippers of humpback whales, are widely adopted passive flow control devices to enhance the aerodynamic performance of various lifting surfaces. This experimental study investigates the implementation of sinusoidal and triangular tubercles on H-type Vertical Axis Wind Turbine blades to analyze their effects on dynamic stall characteristics. Experimental tests were conducted using a specially designed oscillating rig to replicate blade motion at different reduced frequencies. The results reveal that tubercle blades exhibit a lower stall angle and maximum normal force compared to the baseline configuration. Moreover, the dynamic stall characteristics of tubercle blades are notably smoother, leading to reduced hysteresis losses. A variation in the tubercle amplitude-wavelength ratio further decreases hysteresis, albeit at the cost of reduced normal force generation. At the highest tested reduced frequency of 0.065, tubercles reduce hysteresis by up to 38%. Despite the reduction in normal force, tubercles effectively mitigate the effects of dynamic stall vortices, resulting in smoother stall behavior. The observed reduction in hysteresis can contribute to enhancing the turbine’s lifespan and increasing power production efficiency. This experimental approach provides a cost-effective alternative to more expensive methods for studying dynamic stall characteristics.

受座头鲸鳍状肢的启发,前缘圆锥体被广泛采用为被动流控制装置,以提高各种升力面的气动性能。本实验研究调查了在 H 型垂直轴风力涡轮机叶片上实施正弦波和三角波的情况,以分析它们对动态失速特性的影响。实验测试使用了专门设计的振荡台架,以复制不同降低频率下的叶片运动。结果表明,与基准配置相比,小瘤叶片的失速角和最大法向力更小。此外,小瘤叶片的动态失速特性明显更平滑,从而减少了滞后损失。小块叶片振幅-波长比的变化进一步减少了滞后,但代价是产生的法向力减小。在 0.065 的最高测试降低频率下,小瘤可减少高达 38% 的滞后。尽管减少了法向力,但小瘤有效地减轻了动态失速涡流的影响,使失速行为更加平稳。观察到的滞后减少有助于延长涡轮机的使用寿命并提高发电效率。这种实验方法为研究动态失速特性提供了一种具有成本效益的替代方法,可以替代更昂贵的方法。
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引用次数: 0
Stratospheric wind field feature extraction and energy management for hybrid electric solar airship with deep reinforcement learning 利用深度强化学习为混合电动太阳能飞艇提取平流层风场特征并进行能量管理
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-19 DOI: 10.1016/j.seta.2024.103993
Yang Liu, Kangwen Sun, Mingyun Lv

Sufficient energy is demonstrated overwhelming superiority in both vehicles and aircrafts. Limited by the energy density, energy storage represented by Lithium-ion battery cannot meet the increasing energy requirements of diverse payloads on solar-powered stratospheric airship for months or years. In this paper, the hybrid fuel cell/battery system for stratospheric airship is presented. The relationship between the real wind field and the demand power is illustrated. Based on the reanalysis of historical wind data, the probabilistic model of demand propulsion power is established and integrated with the training environment. The deep reinforcement learning method is adopted to solve the energy management problem. The prioritized experience replay with extra identifier, which encourages the utilization of high-value samples without identifier, is proposed. Comparative analysis shows the proposed method is effective in determining the management strategy with promising convergence speed. The results demonstrate that changing the SOC reference of the proposed method from 0.4 to 0.7 can result in 5.9% increment in energy consumption. Furthermore, the potential decline of regulation capability of the hybrid system and the corresponding influence on the nighttime energy balance is investigated. The proposed method has reference value for advance alarm of power supply failure during long term flight.

充足的能量在车辆和飞机上都显示出压倒性的优势。受能量密度的限制,以锂离子电池为代表的能量存储无法满足太阳能平流层飞艇上各种有效载荷在数月或数年内不断增长的能量需求。本文介绍了用于平流层飞艇的燃料电池/电池混合系统。本文阐述了实际风场与需求功率之间的关系。基于对历史风力数据的再分析,建立了需求推进功率的概率模型,并与训练环境相结合。采用深度强化学习方法解决能量管理问题。提出了带有额外标识符的优先经验重放,鼓励利用无标识符的高价值样本。对比分析表明,所提方法能有效确定管理策略,且收敛速度快。结果表明,将所提方法的 SOC 参考值从 0.4 改为 0.7 可使能耗增加 5.9%。此外,还研究了混合动力系统调节能力的潜在下降及其对夜间能量平衡的相应影响。提出的方法对长期飞行过程中的供电故障提前报警具有参考价值。
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引用次数: 0
Enhancing energy efficiency in wineries: A novel benchmarking approach 提高酿酒厂的能源效率:一种新的基准方法
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-19 DOI: 10.1016/j.seta.2024.103983
Gellio Ciotti , Alessandro Zironi , Marco Bietresato , Rino Gubiani , Roberto Zironi

This article introduces an innovative method to foster energy efficiency in the wine industry, focussing on the benchmarking of Energy Performance Indicators (EnPIs). It facilitates the evaluation and monitoring of wineries’ performances over time, allowing for comparison with similar entities, through the categorization of wineries into eleven distinct reference-models based on their process types, enhancing the understanding of energy use. Additionally, three “outsourcing” indices are introduced to identify significant energy consumption in key production stages. The methodology is designed for simplicity, requiring only basic input and product output data, readily available to companies. To validate this approach, a specially-developed data collection form was proposed to 20 Italian wineries, ranging from small producers to large-scale operations. The results illustrate some important limitations in methods that solely rely on EnPIs for energy performance benchmarking, which may lead to inaccurate conclusions. The proposed categorization and outsourcing indices allow for a more comprehensive energy consumption analysis related to the actual production process. Interestingly, some companies, initially perceived as efficient, exhibit instead critical performances, which entails the need for further analysis. Correlation analyses confirm the efficacy of these methodological choices, underscoring the robustness of the proposed approach and proving its potential as an asset for companies, decision-makers, and stakeholders aiming at sustainability improvement, including all those boards involved with certification standards.

本文介绍了一种提高葡萄酒行业能源效率的创新方法,重点是制定能源绩效指标(EnPI)基准。该方法根据酿酒厂的工艺类型将其分为 11 个不同的参考模型,有助于评估和监测酿酒厂在不同时期的表现,从而与同类实体进行比较,加深对能源使用情况的了解。此外,还引入了三个 "外包 "指数,以确定关键生产阶段的重要能源消耗。该方法设计简单,只需要基本的输入和产品输出数据,企业随时可以获得。为了验证这种方法,我们向 20 家意大利葡萄酒厂(从小型生产商到大型企业)推荐了一种专门开发的数据收集表。结果表明,仅依靠 EnPIs 进行能源绩效基准测试的方法存在一些重要的局限性,可能会导致得出不准确的结论。建议的分类和外包指数可以对实际生产过程进行更全面的能耗分析。有趣的是,有些公司最初被认为是高效的,但实际上却表现出临界性能,这就需要进一步分析。相关性分析证实了这些方法选择的有效性,强调了所建议方法的稳健性,并证明了其作为旨在改善可持续发展的公司、决策者和利益相关者(包括所有与认证标准有关的委员会)的资产的潜力。
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引用次数: 0
Performance of a solid oxide fuel cell fueled by the exhaust gases of a diesel engine operating fuel-rich 以富含燃料的柴油发动机废气为燃料的固体氧化物燃料电池的性能
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-19 DOI: 10.1016/j.seta.2024.103991
Abhishek Brahma, Brent B. Skabelund, Ryan J. Milcarek

In pursuit of more efficient power generation, this study explores a novel hybrid system with a solid oxide fuel cell (SOFC) electrochemically generating electricity from the exhaust gases of a diesel engine operating fuel-rich. The investigation delves into the composition of exhaust gases using a chemical kinetics model, particularly focusing on H2 and CO generated in the diesel engine at equivalence ratios ranging from 1.0 to 5.0. A model of the SOFC system predicts the highest electrical efficiency of 36.1 % occurs at an equivalence ratio of 2.8, considering 90 % fuel utilization and operating voltage of 0.7 V per SOFC. Notably the combined system’s efficiency exhibits a marked increase as equivalence ratio increases until 2.6, subsequently decreasing primarily due to the reduced concentration of H2 at higher equivalence ratios. A comprehensive sensitivity analysis is conducted, emphasizing that higher fuel utilization in the SOFC results in higher combined efficiency of the hybrid system. This study also explores the potential of dual fuel combustion within the combined system, showcasing consistent efficiency improvements, especially near an equivalence ratio of 3.2 when utilizing H2/diesel fuel blends.

为了实现更高效的发电,本研究探索了一种新型混合动力系统,该系统采用固体氧化物燃料电池(SOFC),利用柴油发动机富燃料运行时产生的废气进行电化学发电。研究利用化学动力学模型深入研究了废气的成分,尤其关注柴油发动机在 1.0 至 5.0 等效比条件下产生的 H2 和 CO。根据 SOFC 系统模型预测,考虑到 90% 的燃料利用率和每个 SOFC 0.7 V 的工作电压,等效比为 2.8 时的电效率最高,达到 36.1%。值得注意的是,组合系统的效率随着等效比的增加而显著提高,直到 2.6,随后主要由于等效比越高时 H2 浓度越低而降低。研究进行了全面的敏感性分析,强调 SOFC 中燃料利用率越高,混合系统的综合效率就越高。本研究还探讨了组合系统中双燃料燃烧的潜力,展示了持续的效率改进,尤其是在使用 H2/柴油混合燃料时,接近 3.2 的等效比时。
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引用次数: 0
Comparative analysis of half-cell and full-cell PV commercial modules for sustainable mobility applications: Outdoor performance evaluation under partial shading conditions 用于可持续移动应用的半电池和全电池光伏商用模块的比较分析:部分遮阳条件下的室外性能评估
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-19 DOI: 10.1016/j.seta.2024.103981
Ana Cabrera-Tobar, Alberto Dolara, Sonia Leva, Domenico Mazzeo, Emanuele Ogliari

This study compares half-cell and full-cell photovoltaic (PV) modules under partial shading conditions relevant to sustainable electric vehicle charging stations. Market-available PV modules are evaluated outdoors at SolarTechLAB in Milan, Italy, with specific consideration given to partial shading caused by a chimney. Two shading scenarios were implemented: one affecting only the upper half of the PV modules and another affecting both halves. This paper comprehensively analyzes and compares the power-voltage curve, global maximum power point, shading losses, and energy yield. The results show that PV modules with Half-Cell technology perform better in partial shading conditions, with an increased energy yield ranging from 11.3% to 20.7%. This significant improvement highlights the potential of Half-Cell technology in optimizing energy production in environments prone to shading, such as electric vehicle charging stations.

本研究比较了半电池和全电池光伏(PV)模块在与可持续电动汽车充电站相关的部分遮阳条件下的性能。在意大利米兰的 SolarTechLAB 实验室对市场上销售的光伏组件进行了室外评估,特别考虑了烟囱造成的部分遮阳。实施了两种遮阳方案:一种只影响光伏组件的上半部分,另一种影响两半部分。本文全面分析和比较了功率-电压曲线、全局最大功率点、遮阳损耗和发电量。结果表明,采用半电池技术的光伏组件在部分遮阳条件下表现更佳,能量收益率提高了 11.3% 至 20.7%。这一重大改进凸显了半电池技术在优化电动汽车充电站等易遮阳环境下的能源生产方面的潜力。
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引用次数: 0
Research progress, trends, roadmap, and new perspectives on radiative cooling towards practical applications 面向实际应用的辐射冷却研究进展、趋势、路线图和新视角
IF 7.1 2区 工程技术 Q1 ENERGY & FUELS Pub Date : 2024-09-19 DOI: 10.1016/j.seta.2024.103987
Boniface Dominick Mselle, Marc Medrano, Cristian Solé, Ingrid Martorell, Albert Castell

This study assesses existing literature on radiative cooling through bibliometric and keyword analyses, shedding light on both quantitative and qualitative aspects of the subject. The research adheres to a systematic methodology, encompassing query formulation, data extraction, data curation, and analysis, accompanied by author interpretations and discussions. The evaluation encompasses the scrutiny of radiative cooling patents and scientific publications. For patents, trends, and geographic distribution are analyzed, while for scientific publications, a comprehensive overview of subtopics, subject areas, top journals of publication, distinctive trends, geographical distribution, affiliations, document types, and the central focus of previous studies are examined. From the results, the main questions on research diversity, dimensions, dominance, methodological approach, evolution, trends, and commercial relevance among others are discussed.

From this investigation, it was found out that, although research on radiative cooling dates to the 1880 s, it is in the last decade when substantial growth was experienced across multiple disciplines. China and the United States of America emerged as the top contributors in this research domain.

本研究通过文献计量学和关键词分析,对有关辐射冷却的现有文献进行了评估,从定量和定性两个方面阐明了这一主题。研究采用了系统的方法,包括查询制定、数据提取、数据整理和分析,以及作者的解释和讨论。评估包括对辐射冷却专利和科学出版物的详细审查。对专利的趋势和地理分布进行了分析,而对科学出版物则对副标题、主题领域、主要出版期刊、独特趋势、地理分布、所属单位、文件类型和以往研究的核心重点进行了全面审查。调查发现,尽管有关辐射冷却的研究可以追溯到 19 世纪 80 年代,但最近十年才出现了跨学科的大幅增长。中国和美国成为该研究领域的最大贡献者。
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引用次数: 0
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