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Big data-driven optimization framework for solar cell design 大数据驱动的太阳能电池设计优化框架
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-09 DOI: 10.1016/j.enconman.2026.121175
Nur Amilya Zainul Asri , Mohammad Shaheer Akhtar , Seung Beop Lee
This work presents a simulation-driven, constraint-aware optimization framework for the systematic design of crystalline silicon solar cells. The proposed framework integrates automated large-scale device simulation with explicit feasibility filtering and objective-function evaluation to identify optimal design configurations within a predefined parameter space. A high-resolution simulation dataset comprising 14,641 design cases was generated using PC1D to capture performance trends with respect to key structural and electrical parameters. The optimal configuration identified through the proposed workflow achieved a conversion efficiency of 29.39% under the specified simulation conditions. To assess robustness, a subset of corresponding cases was independently evaluated using SCAPS, demonstrating consistent convergence to the same optimal design and confirming trend-level agreement across different simulation environments. It is emphasized that the proposed framework is demonstrated and validated exclusively for crystalline silicon solar cells in this study. The reported performance values represent deterministic simulation outcomes dependent on simulator assumptions, and experimental fabrication-level validation is required for practical deployment. The term “large-scale dataset” refers to a high-resolution simulation-driven design-space exploration rather than a machine-learning-scale dataset. Accordingly, the framework should be interpreted as a decision-support and trend-based optimization tool that can guide device-level design prior to fabrication, rather than as an absolute predictor of real-world performance or a turnkey solution for immediate deployment.
这项工作提出了一个模拟驱动的约束感知优化框架,用于晶体硅太阳能电池的系统设计。该框架将自动化大规模设备仿真与显式可行性滤波和目标函数评估相结合,以在预定义的参数空间内识别最佳设计配置。使用PC1D生成了包含14,641个设计案例的高分辨率模拟数据集,以捕获有关关键结构和电气参数的性能趋势。在指定的仿真条件下,通过所提出的工作流确定的最优配置的转换效率为29.39%。为了评估鲁棒性,使用SCAPS独立评估了相应案例的子集,证明了相同优化设计的一致性收敛性,并确认了不同模拟环境的趋势水平一致性。值得强调的是,在本研究中,所提出的框架仅针对晶体硅太阳能电池进行了演示和验证。报告的性能值代表了依赖于模拟器假设的确定性模拟结果,并且需要实验制造级别的验证才能进行实际部署。“大规模数据集”指的是高分辨率模拟驱动的设计空间探索,而不是机器学习规模的数据集。因此,该框架应该被解释为决策支持和基于趋势的优化工具,可以在制造之前指导设备级设计,而不是作为真实性能的绝对预测器或立即部署的交钥匙解决方案。
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引用次数: 0
Constructing a novel closed-loop and efficient pathway for multi-functional CO2 utilization in concentrated solar power systems 构建聚光太阳能系统中多功能CO2利用的新型闭环高效途径
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-10 DOI: 10.1016/j.enconman.2026.121187
Yang Yu , Zhipeng Zhang , Binjian Nie , Nan He , Qicheng Chen , Zhihui Wang , Liang Yao
In concentrated solar thermochemical cycles, CO2 utilization enables both energy storage and release. However, the high energy consumption associated with CO2 compression has limited the overall performance of solar power generation. In this work, an energy storage system coupling thermochemical and electrochemical cycles is proposed. This system constructs a “heat storage − electricity storage − electricity release − heat release” closed-loop path for the multi-functional utilization of CO2, achieving efficient and low-cost green power production. Energy analysis showed that the thermoelectric cycle coupling enabled the thermochemical subsystem to achieve a round-trip efficiency of 37.78 %, which represented a relative increase of 9.54 % compared to the conventional thermochemical system. Furthermore, the peak round-trip efficiency of the electrochemical subsystem is 74.70 %. The hybrid system achieved a maximum round-trip efficiency of 52.28%. Exergy analysis revealed that the thermochemical subsystem achieved an exergy efficiency of 41.55 %. The hybrid system achieved an exergy efficiency of 53.47%, with a relative increase of 28.69 %. Economic analysis showed that the hybrid system achieved the levelized cost of 94.55 $/MWh, representing a reduction of 40.42 % compared to the conventional thermochemical storage system. Therefore, this hybrid system has great potential for the multi-functional utilization of CO2.
在集中的太阳能热化学循环中,二氧化碳的利用使能量储存和释放成为可能。然而,与二氧化碳压缩相关的高能耗限制了太阳能发电的整体性能。在这项工作中,提出了一种热化学和电化学循环耦合的储能系统。该系统构建了“蓄热-蓄电-放电-放热”的闭环路径,实现二氧化碳的多功能利用,实现高效、低成本的绿色发电。能量分析表明,热电循环耦合使热化学子系统的往返效率达到37.78%,比常规热化学系统相对提高9.54%。电化学子系统的峰值往返效率为74.70%。混合动力系统的最大往返效率为52.28%。火用分析表明,热化学子系统的火用效率为41.55%。混合动力系统的火用效率为53.47%,相对提高28.69%。经济分析表明,混合系统实现了94.55美元/兆瓦时的平准化成本,与传统热化学储能系统相比降低了40.42%。因此,这种混合系统在二氧化碳的多功能利用方面具有很大的潜力。
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引用次数: 0
Energy, exergy and mass balances of a biomass pyrolysis pilot plant 生物质热解试验装置的能量、火用和质量平衡
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-04 DOI: 10.1016/j.enconman.2026.121154
César Gracia-Monforte , Alejandro Lete , Frédéric Marias , Javier Ábrego , Jesús Arauzo
This work presents the methodology and results of the energy, exergy, and mass balances of a fixed-bed downdraft biomass pyrolysis pilot plant. The analysis covers different operating modes: pyrolysis without energy recovery, with energy recovery from products, and with combustion of non-condensable gases including exhaust-gas heat recovery. The proposed framework enables consistent comparison of energy and exergy performance under varying process configurations. Experimental results show that the external heat demand of the pyrolysis process strongly depends on the energy recovery strategy. When products are cooled to the reference state, the required heat input is approximately 1.3 MJ/kg, increasing to about 3 MJ/kg when products leave at the pyrolysis temperature. The combustion of process gases significantly reduces this demand, while integrating exhaust-gas heat recovery leads to quasi-autothermal operation. Exergy analysis reveals that gas combustion and heat recovery lower exergy efficiency due to the conversion of high-quality pyrogases into exhaust gases. Nevertheless, the methodology developed allows quantifying these trade-offs and provides a comprehensive tool to evaluate process integration strategies in biomass pyrolysis systems aimed at improved thermal performance and sustainability.
这项工作提出的方法和结果的能量,火用,和质量平衡的固定床下吸式生物质热解试点工厂。分析涵盖了不回收能量的热解、产品回收能量的热解和不凝气体燃烧包括废气热回收的三种运行模式。提出的框架能够在不同工艺配置下对能源和能源性能进行一致的比较。实验结果表明,热解过程的外热需求很大程度上取决于能量回收策略。当产品冷却到参考状态时,所需的热量输入约为1.3 MJ/kg,当产品在热解温度下离开时,所需的热量输入约为3 MJ/kg。过程气体的燃烧显著降低了这一需求,同时整合废气热回收导致准自热操作。火用分析表明,燃气燃烧和热回收降低了火用效率,因为高质量的热解酶转化为废气。然而,所开发的方法允许量化这些权衡,并提供了一个全面的工具来评估生物质热解系统的过程集成策略,旨在改善热性能和可持续性。
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引用次数: 0
Experimental and numerical investigations of water–ice phase change under non-uniform cold source configurations 非均匀冷源配置下水冰相变的实验与数值研究
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-07 DOI: 10.1016/j.enconman.2026.121163
Qingyu Yang , Tao Yang , Wenqiang Zhang , Jun Shen
Phase change cold storage technology has attracted significant interest due to its high energy density and stable temperature regulation, offering promising prospects for renewable energy utilization and thermal management. However, under practical conditions, cold sources are often distributed unevenly, and the influence of this non-uniformity on freezing behavior and system performance remains insufficiently understood. This study integrates experimental measurements and numerical simulations to investigate the effect of non-uniform cold source configurations on the water–ice phase change process. A phase change heat transfer model is developed using ANSYS to examine the phase interface evolution, temperature distribution, solidification behavior, and cold energy storage performance under five representative cold source arrangements. Experimental measurements demonstrate good agreement with the numerical simulations, thereby validating the model. The results indicate that the configuration of the cold source significantly affects temperature uniformity, freezing dynamics, and energy storage efficiency. The fully covered uniform cold source configuration (Case 1) achieved the fastest freezing and highest storage rate. In contrast, a concentrated and uneven layout (Case 2) causes a 33.12% reduction in storage rate and a 52.80% increase in freeing time, showing the least effective performance. A moderately spaced, dispersed configuration (Case 3) improved heat transfer and enhanced storage efficiency when cold source resources were limited. This work emphasizes that the uniformity, continuity, spacing, and positioning of cold sources to the storage volume are critical factors affecting the system performance. These insights provide practical guidance for the development of more efficient thermal storage devices.
相变冷库技术因其高能量密度和稳定的温度调节而备受关注,为可再生能源利用和热管理提供了广阔的前景。然而,在实际条件下,冷源的分布往往是不均匀的,这种不均匀性对冻结行为和系统性能的影响尚不清楚。本研究将实验测量与数值模拟相结合,探讨非均匀冷源配置对水冰相变过程的影响。利用ANSYS建立相变传热模型,研究了五种典型冷源布置下的相界面演化、温度分布、凝固行为和冷能储存性能。实验结果与数值模拟结果吻合较好,验证了模型的有效性。结果表明,冷源的配置对温度均匀性、冻结动力学和储能效率有显著影响。完全覆盖的均匀冷源配置(案例1)实现了最快的冷冻和最高的储存速率。相反,集中且不均匀的布局(Case 2)导致存储率降低33.12%,空闲时间增加52.80%,表现出最不有效的性能。当冷源资源有限时,适度间隔的分散配置(案例3)改善了传热并提高了存储效率。本文强调冷源在存储体上的均匀性、连续性、间距和位置是影响系统性能的关键因素。这些见解为开发更高效的储热装置提供了实际指导。
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引用次数: 0
Process integration of turquoise hydrogen via natural gas pyrolysis for blast furnace ironmaking: techno-economic viability and CO2 mitigation 通过天然气热解将绿松石氢用于高炉炼铁的工艺整合:技术经济可行性和二氧化碳减排
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-12 DOI: 10.1016/j.enconman.2026.121211
Dohee Kim , Jinsu Kim , Jinwoo Park
Efforts to decarbonize the steel sector primarily follow two pathways: the use of alternative low-carbon fuels (e.g., hydrogen, ammonia) for blast furnace (BF)-based ironmaking, and the adoption of electrified processes utilizing direct reduced iron in electric arc furnace-based ironmaking. In this study, synergistic process integration is proposed for hydrogen-based BF ironmaking, and its techno-economic and environmental impacts are assessed. Turquoise hydrogen, produced via natural gas pyrolysis, is designed across four cases to examine how variations in injection temperature and hydrogen purity affect the balance among process design, economic performance, and CO2 mitigation potential. Heat supply strategies, including hydrogen purification units, are also considered. Each case is evaluated in terms of energy consumption, BF injection performance, economic feasibility, and environmental impact. The findings reveal that Case A achieved the highest energy efficiency of 60.4%, while Case D showed the lowest at 47.6%. Regarding BF performance, increasing the injection temperature of high-purity H2 improved the H2-to-coke replacement ratio from 1.10 to 1.46 kg_coke/Nm3-gas, enabling a significantly higher H2 injection rate of up to 41 kgH2/tHM. Economically, the integration proved highly competitive due to the solid carbon byproduct; Case D achieved the most favorable unit production cost (UPC) of − 0.29 US$/kg-gas, compared to 0.016 US$/kg-gas for Case A. Environmentally, Case D also demonstrated the superior sustainability profile with a net-negative CO2 emission of − 7.43 kg CO2-eq./kg-gas. Overall, the proposed integration of turquoise H2 with BF ironmaking demonstrates strong economic and environmental performance. A remaining challenge is determining the optimal degree of hydrogen purification for alternative applications within the ironmaking process.
使钢铁部门脱碳的努力主要遵循两条途径:在高炉炼铁中使用替代低碳燃料(例如氢、氨),以及在电弧炉炼铁中采用利用直接还原铁的电气化工艺。本研究提出了氢基高炉炼铁协同工艺整合方案,并对其技术经济和环境影响进行了评价。通过天然气热解生产的绿松石氢气分为四种情况,以研究注射温度和氢气纯度的变化如何影响工艺设计、经济性能和二氧化碳减排潜力之间的平衡。包括氢净化装置在内的供热策略也被考虑在内。每个案例都在能耗、高炉喷注性能、经济可行性和环境影响方面进行了评估。结果显示,案例A的能源效率最高,达到60.4%,而案例D的能源效率最低,为47.6%。在高炉性能方面,提高高纯H2的注入温度,使H2与焦炭的替代比从1.10 kg_coke/Nm3-gas提高到1.46 kg_coke/Nm3-gas,使H2的注入速率显著提高,达到41 kgH2/tHM。经济上,由于固体碳副产品的存在,该整合具有很强的竞争力;案例D实现了最有利的单位生产成本(UPC),为- 0.29美元/千克气体,而案例a的UPC为0.016美元/千克气体。在环境方面,案例D还展示了卓越的可持续性,净负二氧化碳排放量为- 7.43千克二氧化碳当量/千克气体。总体而言,将绿松石H2与高炉炼铁相结合的建议具有很强的经济和环境效益。剩下的挑战是确定在炼铁过程中替代应用的最佳氢净化程度。
{"title":"Process integration of turquoise hydrogen via natural gas pyrolysis for blast furnace ironmaking: techno-economic viability and CO2 mitigation","authors":"Dohee Kim ,&nbsp;Jinsu Kim ,&nbsp;Jinwoo Park","doi":"10.1016/j.enconman.2026.121211","DOIUrl":"10.1016/j.enconman.2026.121211","url":null,"abstract":"<div><div>Efforts to decarbonize the steel sector primarily follow two pathways: the use of alternative low-carbon fuels (e.g., hydrogen, ammonia) for blast furnace (BF)-based ironmaking, and the adoption of electrified processes utilizing direct reduced iron in electric arc furnace-based ironmaking. In this study, synergistic process integration is proposed for hydrogen-based BF ironmaking, and its techno-economic and environmental impacts are assessed. Turquoise hydrogen, produced via natural gas pyrolysis, is designed across four cases to examine how variations in injection temperature and hydrogen purity affect the balance among process design, economic performance, and CO<sub>2</sub> mitigation potential. Heat supply strategies, including hydrogen purification units, are also considered. Each case is evaluated in terms of energy consumption, BF injection performance, economic feasibility, and environmental impact. The findings reveal that Case A achieved the highest energy efficiency of 60.4%, while Case D showed the lowest at 47.6%. Regarding BF performance, increasing the injection temperature of high-purity H<sub>2</sub> improved the H<sub>2</sub>-to-coke replacement ratio from 1.10 to 1.46 kg_coke/Nm<sup>3</sup>-gas, enabling a significantly higher H<sub>2</sub> injection rate of up to 41 kg<sub>H2</sub>/tHM. Economically, the integration proved highly competitive due to the solid carbon byproduct; Case D achieved the most favorable unit production cost (UPC) of − 0.29 US$/kg-gas, compared to 0.016 US$/kg-gas for Case A. Environmentally, Case D also demonstrated the superior sustainability profile with a net-negative CO<sub>2</sub> emission of − 7.43 kg CO<sub>2</sub>-eq./kg-gas. Overall, the proposed integration of turquoise H<sub>2</sub> with BF ironmaking demonstrates strong economic and environmental performance. A remaining challenge is determining the optimal degree of hydrogen purification for alternative applications within the ironmaking process.</div></div>","PeriodicalId":11664,"journal":{"name":"Energy Conversion and Management","volume":"353 ","pages":"Article 121211"},"PeriodicalIF":10.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146160948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wind velocity driven mode transition based piezoelectric energy harvesting utilizing fork-shaped configuration 基于风速驱动模式转换的叉形结构压电能量收集
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-12 DOI: 10.1016/j.enconman.2026.121184
Fayu Guo , Lili Dong , Wan Sun , Bo Su , Guanggui Cheng , Tong Guo
This study proposes a novel fork-shaped piezoelectric galloping-based energy harvester featuring multi-modal vibration characteristics, which can adaptively switch between the first two vibration modes in response to variations in incoming wind velocity. The side beams of the fork-shaped structure are specially connected to the central beam through a connecting plate, enabling independent motion under transverse aerodynamic loads. A distributed-parameter aero-electro-mechanical coupled model, taking into account the rotational motion of the bluff bodies, is established based on the extended Hamilton’s principle and quasi-steady hypothesis. Systematic analysis of in-phase and out-of-phase modal characteristics via the theoretical model reveals that the proposed structure exhibits a remarkably low critical wind velocity of 0.4 m/s. Wind tunnel experiments demonstrate that as wind velocity increases, the structure undergoes an adaptive mode transition from the first-mode-dominated to the second-mode-dominated response. Benefiting from this adaptive mode transition at high wind velocities, the proposed system achieves excellent output performance, with the overall average output power increased by 49.61% compared to an array of two galloping-based piezoelectric energy harvesters. Overall, this study provides new insights and theoretical guidance for enhancing multi-modal energy harvesting capacity over a broad wind velocity range.
本文提出了一种新型的叉形压电振动能量采集器,该能量采集器具有多模态振动特性,可以根据入射风速的变化自适应地在前两种振动模式之间切换。叉形结构的侧梁通过连接板与中心梁特别连接,能够在横向气动载荷下独立运动。基于扩展的Hamilton原理和准稳态假设,建立了考虑钝体旋转运动的分布参数气动机电耦合模型。通过理论模型对结构的同相和非相模态特性进行了系统分析,结果表明该结构具有非常低的临界风速0.4 m/s。风洞试验表明,随着风速的增加,结构的响应经历了从第一模态为主到第二模态为主的自适应模态转变。得益于这种高风速下的自适应模式转换,所提出的系统获得了优异的输出性能,与两个基于奔腾的压电能量采集器阵列相比,总体平均输出功率提高了49.61%。总体而言,本研究为在大风速范围内提高多模态能量收集能力提供了新的见解和理论指导。
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引用次数: 0
Design and optimization of a hub-type reactor configuration based on the kinetics experiments of AB-type hydrogen storage alloys 基于ab型贮氢合金动力学实验的轮毂反应器结构设计与优化
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-11 DOI: 10.1016/j.enconman.2026.121196
Liuyang Xu , Linhan Yu , Yumin Wang , Heyuan Zhang , Wenyun Qiao , Hu He , Ruiyang Qu , Xuesen Du
Metal hydride hydrogen storage offers a safe, compact solution for solid-state hydrogen storage but is fundamentally limited by the poor thermal conductivity of the storage alloys, which severely restricts system reaction kinetics. To overcome this bottleneck, this study developed an optimized reactor geometry through integrated kinetics experimentation and multiphysics simulation. The absorption/desorption kinetics of a Ti-Fe-Mn alloy were first characterized, with the Johnson-Mehl-Avrami-Kolmogorov (JMAK) model providing the most accurate description (R2 > 0.995). This model was then implemented in CFD simulations to evaluate a novel hub-type finned reactor design. Results indicate that compared to conventional reactors, the hub-type reactor achieves a 46.1% increase in hydrogen storage rate and a 48.8% increase in hydrogen desorption rate. Compared to finned reactors with different ring widths, the hydrogen storage rate increased by 11%, 16.4%, and 32.4%, respectively, while the hydrogen desorption rate increased by 11.8%, 18.3%, and 33.5%, respectively. Analysis of the flow and temperature fields revealed that these improvements stem from the design’s “uniform thermal partitioning,” which enhances both heat conduction and hydrogen permeation. Structural optimization identified an optimal configuration with 4 hubs and a 3 mm fin thickness. This work provides a quantitatively validated design principle and a scalable modeling framework for engineering high-performance metal hydride storage systems.
金属氢化物储氢为固态储氢提供了一种安全、紧凑的解决方案,但从根本上受到储氢合金导热性差的限制,这严重限制了系统反应动力学。为了克服这一瓶颈,本研究通过综合动力学实验和多物理场模拟开发了优化的反应器几何结构。首先对Ti-Fe-Mn合金的吸附/解吸动力学进行了表征,其中Johnson-Mehl-Avrami-Kolmogorov (JMAK)模型的描述最为准确(R2 > 0.995)。将该模型应用于一种新型轮毂式翅片反应器的CFD仿真中。结果表明,与常规反应器相比,轮毂式反应器储氢率提高46.1%,脱氢率提高48.8%。与不同环宽的翅片反应器相比,储氢率分别提高了11%、16.4%和32.4%,氢气解吸率分别提高了11.8%、18.3%和33.5%。对流动和温度场的分析表明,这些改进源于设计的“均匀热分配”,这增强了热传导和氢渗透。结构优化确定了4个轮毂和3mm翅片厚度的最优配置。这项工作为工程高性能金属氢化物存储系统提供了定量验证的设计原则和可扩展的建模框架。
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引用次数: 0
Advanced tri-generation waste heat recovery system for simultaneous power, freshwater, and cooling production 先进的三产余热回收系统,同时发电,淡水和冷却生产
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-11 DOI: 10.1016/j.enconman.2026.121180
M.A. Mahmoud , Sameh Nada , Shinsuke Mori , Hamdy Hassan
<div><div>Recovering energy from low-grade saturated industrial steam remains a significant thermodynamic challenge because of the dominance of latent heat, which makes conventional sensible-heat recovery systems ineffective. To make use of this underused resource, this study introduces a tri-generation system that combines an Organic Rankine Cycle (ORC), a Humidification–Dehumidification (HDH) desalination unit, and a silica-gel Adsorption Cooling System (ACS) in a fully decoupled parallel setup. The ORC acts as a thermal conditioner, capturing a large amount of latent energy from the steam source, converting it into electricity, and producing a steady 85°C subcooled condensate stream that powers the HDH and ACS units. The system is designed to operate effectively across a wide range of conditions (source temperatures from 90 to 150°C and steam qualities from 0.05 to 0.97), ensuring its versatility for various real-world applications. A hybrid MATLAB–Engineering Equation Solver (EES) computational framework was utilized to simulate the multi-physics integration. The model reliability was established through subsystem-level validation against experimental datasets, yielding a Mean Absolute Percentage Error (MAPE) of less than 7.5% for individual components. Thermodynamic analysis reveals that ORC performance is susceptible to steam quality; net power output surges from 213 kW to 1299 kW at 150°C as steam quality rises from 0.05 to 0.97. Notably, the ORC thermal efficiency remains stable across varying loads, driven by flowrate scaling rather than state-point shifts. Regarding the bottoming cycles, the HDH unit was optimized at a Mass Ratio (MR) of 2, achieving a peak Gain Output Ratio (GOR) of ≈1.8. Crucially, a unified optimal operating window was identified within the 20–30% heat allocation range, where desalination performance aligns with the ACS maximum Coefficient of Performance (COP ≈ 0.5). Consequently, the integrated framework amplifies the Energy Utilization factor (EUF) for overall system from a baseline of 7.27% (stand-alone ORC) to a peak of 53.09% at 90°C (compared to 33.2% at 150°C) under the water-prioritized Configuration A (95% HDH / 5% ACS allocations with maximum seawater flow), effectively converting the entire latent heat content into valuable outputs. The techno-economic assessment demonstrates exceptional commercial viability. At high steam quality (0.97), the Levelized Cost of Electricity (LCOE) drops to 0.0094 $/kWh at 150°C and 0.0128 $/kWh at 90°C. Additionally, Levelized Costs of Water (LCOW) and Cooling (LCOC) settle at 0.22–0.38 $/m<sup>3</sup> and 0.036 $/kWh, respectively. Profitability analysis indicates rapid returns, with payback periods falling below 2 years for high-quality steam. Finally, addressing the dynamic nature of real-world operations, a comprehensive annual optimization was conducted for New Borg El-Arab City. By defining the Total Annualized Cost (TAC) as the sole objective function, the study evalu
从低品位饱和工业蒸汽中回收能量仍然是一个重大的热力学挑战,因为潜热占主导地位,这使得传统的显热回收系统无效。为了充分利用这一未充分利用的资源,本研究引入了一种三代系统,该系统将有机朗肯循环(ORC)、加湿-除湿(HDH)海水淡化装置和硅胶吸附冷却系统(ACS)结合在一个完全解耦的并联装置中。ORC作为热调节器,从蒸汽源捕获大量潜在能量,将其转化为电能,并产生稳定的85°C过冷冷凝水流,为HDH和ACS装置提供动力。该系统可在各种条件下有效运行(源温度为90至150°C,蒸汽质量为0.05至0.97),确保其多功能性适用于各种实际应用。采用MATLAB-Engineering Equation Solver (EES)混合计算框架对多物理场集成进行仿真。通过对实验数据集的子系统级验证,建立了模型的可靠性,单个组件的平均绝对百分比误差(MAPE)小于7.5%。热力学分析表明,ORC的性能受蒸汽质量的影响;当蒸汽质量从0.05上升到0.97时,150°C时的净输出功率从213千瓦上升到1299千瓦。值得注意的是,ORC热效率在不同负荷下保持稳定,这是由流量缩放而不是状态点变化驱动的。对于触底周期,HDH单元在质量比(MR)为2时进行了优化,峰值增益输出比(GOR)≈1.8。至关重要的是,在20-30%的热量分配范围内确定了统一的最佳操作窗口,其中脱盐性能与ACS最大性能系数(COP≈0.5)一致。因此,集成框架将整个系统的能量利用系数(EUF)从基线的7.27%(独立ORC)放大到90°C时的峰值53.09%(相比之下,在150°C时为33.2%),在水优先配置a (95% HDH / 5% ACS分配,最大海水流量)下,有效地将整个潜热含量转化为有价值的输出。技术经济评估显示了卓越的商业可行性。在高蒸汽质量(0.97)下,在150°C和90°C时,平准化电力成本(LCOE)分别降至0.0094美元/千瓦时和0.0128美元/千瓦时。此外,水(LCOW)和冷却(LCOC)的平准化成本分别为0.22-0.38美元/立方米和0.036美元/千瓦时。盈利能力分析表明回报迅速,高品质蒸汽的投资回收期低于2年。最后,为了解决实际操作的动态性,对新博格阿拉伯城进行了全面的年度优化。通过将年化总成本(TAC)定义为唯一的目标函数,该研究评估了每月可变环境温度和设施需求下的28,800种设计组合。经过严格的研究,“平衡配置”(150°C、0.9°C、40% HDH / 60% ACS配置)是全球成本最低的解决方案。这种配置,利用海水和冷冻水的流速分别为3 kg/s和0.7 kg/s,提供了最强大的策略,以满足动态设施的需求,同时最大限度地减少电网的相互作用。
{"title":"Advanced tri-generation waste heat recovery system for simultaneous power, freshwater, and cooling production","authors":"M.A. Mahmoud ,&nbsp;Sameh Nada ,&nbsp;Shinsuke Mori ,&nbsp;Hamdy Hassan","doi":"10.1016/j.enconman.2026.121180","DOIUrl":"10.1016/j.enconman.2026.121180","url":null,"abstract":"&lt;div&gt;&lt;div&gt;Recovering energy from low-grade saturated industrial steam remains a significant thermodynamic challenge because of the dominance of latent heat, which makes conventional sensible-heat recovery systems ineffective. To make use of this underused resource, this study introduces a tri-generation system that combines an Organic Rankine Cycle (ORC), a Humidification–Dehumidification (HDH) desalination unit, and a silica-gel Adsorption Cooling System (ACS) in a fully decoupled parallel setup. The ORC acts as a thermal conditioner, capturing a large amount of latent energy from the steam source, converting it into electricity, and producing a steady 85°C subcooled condensate stream that powers the HDH and ACS units. The system is designed to operate effectively across a wide range of conditions (source temperatures from 90 to 150°C and steam qualities from 0.05 to 0.97), ensuring its versatility for various real-world applications. A hybrid MATLAB–Engineering Equation Solver (EES) computational framework was utilized to simulate the multi-physics integration. The model reliability was established through subsystem-level validation against experimental datasets, yielding a Mean Absolute Percentage Error (MAPE) of less than 7.5% for individual components. Thermodynamic analysis reveals that ORC performance is susceptible to steam quality; net power output surges from 213 kW to 1299 kW at 150°C as steam quality rises from 0.05 to 0.97. Notably, the ORC thermal efficiency remains stable across varying loads, driven by flowrate scaling rather than state-point shifts. Regarding the bottoming cycles, the HDH unit was optimized at a Mass Ratio (MR) of 2, achieving a peak Gain Output Ratio (GOR) of ≈1.8. Crucially, a unified optimal operating window was identified within the 20–30% heat allocation range, where desalination performance aligns with the ACS maximum Coefficient of Performance (COP ≈ 0.5). Consequently, the integrated framework amplifies the Energy Utilization factor (EUF) for overall system from a baseline of 7.27% (stand-alone ORC) to a peak of 53.09% at 90°C (compared to 33.2% at 150°C) under the water-prioritized Configuration A (95% HDH / 5% ACS allocations with maximum seawater flow), effectively converting the entire latent heat content into valuable outputs. The techno-economic assessment demonstrates exceptional commercial viability. At high steam quality (0.97), the Levelized Cost of Electricity (LCOE) drops to 0.0094 $/kWh at 150°C and 0.0128 $/kWh at 90°C. Additionally, Levelized Costs of Water (LCOW) and Cooling (LCOC) settle at 0.22–0.38 $/m&lt;sup&gt;3&lt;/sup&gt; and 0.036 $/kWh, respectively. Profitability analysis indicates rapid returns, with payback periods falling below 2 years for high-quality steam. Finally, addressing the dynamic nature of real-world operations, a comprehensive annual optimization was conducted for New Borg El-Arab City. By defining the Total Annualized Cost (TAC) as the sole objective function, the study evalu","PeriodicalId":11664,"journal":{"name":"Energy Conversion and Management","volume":"353 ","pages":"Article 121180"},"PeriodicalIF":10.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146153031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A heat pump-driven evaporative crystallization system for energy-efficient and cost-effective solar-powered hypersaline wastewater treatment 热泵驱动的蒸发结晶系统,用于节能和成本效益高的太阳能高盐废水处理
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-10 DOI: 10.1016/j.enconman.2026.121190
Luman Yang, Qian Chen
The environmental threats posed by the high volume and salt content of hypersaline wastewater necessitate effective treatment strategies to prevent untreated discharge. Traditional mechanical vapor compression (MVC) technology, while effective, is energy-intensive and costly. This study proposes a heat pump-driven evaporative crystallization (HPEC) system, which employs photovoltaic (PV) electricity to power a heat pump for evaporative crystallization processes, thus achieving zero liquid discharge. To assess the feasibility of the proposed HPEC system, thermodynamic and thermo-economic analyses are conducted to compare its performance with that of conventional MVC system. Results show that the HPEC benefits from energy-efficient cold startup using its heat pump, leading to >50% of energy saving compared to MVC. Furthermore, the incorporation of thermal energy storage in HPEC significantly reduces storage costs that would otherwise be incurred with expensive batteries. With a daily processing capacity of 800 m3, the levelized costs of water treatment for the HPEC is reduced to $5.7/m3, as compared to $6.85/m3 for MVC. The results will pave the way for cost-effective and energy-efficient hypersaline water treatment systems driven by solar energy.
高盐废水的高容量和含盐量对环境造成的威胁需要有效的处理策略来防止未经处理的排放。传统的机械蒸汽压缩(MVC)技术虽然有效,但能耗大,成本高。本研究提出了一种热泵驱动的蒸发结晶(HPEC)系统,该系统利用光伏(PV)电力为热泵提供动力进行蒸发结晶过程,从而实现零液体排放。为了评估所提出的HPEC系统的可行性,进行了热力学和热经济分析,将其性能与传统MVC系统进行了比较。结果表明,HPEC受益于使用其热泵的节能冷启动,与MVC相比节能50%。此外,HPEC中热能存储的结合显著降低了昂贵电池的存储成本。由于日处理能力为800立方米,HPEC的水处理成本降至5.7美元/立方米,而MVC的水处理成本为6.85美元/立方米。该结果将为太阳能驱动的高盐水处理系统的成本效益和节能铺平道路。
{"title":"A heat pump-driven evaporative crystallization system for energy-efficient and cost-effective solar-powered hypersaline wastewater treatment","authors":"Luman Yang,&nbsp;Qian Chen","doi":"10.1016/j.enconman.2026.121190","DOIUrl":"10.1016/j.enconman.2026.121190","url":null,"abstract":"<div><div>The environmental threats posed by the high volume and salt content of hypersaline wastewater necessitate effective treatment strategies to prevent untreated discharge. Traditional mechanical vapor compression (MVC) technology, while effective, is energy-intensive and costly. This study proposes a heat pump-driven evaporative crystallization (HPEC) system, which employs photovoltaic (PV) electricity to power a heat pump for evaporative crystallization processes, thus achieving zero liquid discharge. To assess the feasibility of the proposed HPEC system, thermodynamic and thermo-economic analyses are conducted to compare its performance with that of conventional MVC system. Results show that the HPEC benefits from energy-efficient cold startup using its heat pump, leading to &gt;50% of energy saving compared to MVC. Furthermore, the incorporation of thermal energy storage in HPEC significantly reduces storage costs that would otherwise be incurred with expensive batteries. With a daily processing capacity of 800 m<sup>3</sup>, the levelized costs of water treatment for the HPEC is reduced to $5.7/m<sup>3</sup>, as compared to $6.85/m<sup>3</sup> for MVC. The results will pave the way for cost-effective and energy-efficient hypersaline water treatment systems driven by solar energy.</div></div>","PeriodicalId":11664,"journal":{"name":"Energy Conversion and Management","volume":"353 ","pages":"Article 121190"},"PeriodicalIF":10.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146153338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-source data fusion for marine four-stroke diesel engine fault diagnosis: An adaptive weight transfer learning framework 船用四冲程柴油机故障诊断的多源数据融合:一种自适应权转移学习框架
IF 10.9 1区 工程技术 Q1 ENERGY & FUELS Pub Date : 2026-04-01 Epub Date: 2026-02-12 DOI: 10.1016/j.enconman.2026.121194
Zeyu Shi , Zhongwei Wang , Hongyuan Ding , Zhaotong Liu , Zhimin Fu , Wenjie Li , Jingzhou Fei
In practical marine engine health management, single-source diagnostic models often fail to generalize across varying operating conditions and between simulated and measured data, limiting reliable fault diagnostic under realistic service variability. This study addresses these challenges by targeting lubrication-system fault diagnosis and proposing a multi-source domain adaptation framework for four-stroke marine diesel engines. The framework integrates a “shared-specialized collaborative” cross-domain network to balance feature generality and domain specificity, a dynamic weighted adversarial subdomain alignment mechanism based on information entropy to learn batch-level weights for source–target pairs, and a semi-supervised learning strategy with an auxiliary regularizer to stabilize transfer under limited target labels. The validation is carried out on an instrumented 8 V396 testbed at 25%, 50% and 75% load and on complementary simulated source domains. The framework achieves average diagnostic accuracies of 83.64% (pure real measured scenarios) and 82.37% (real-simulation hybrid data scenarios). These results confirm superior classification performance and cross-domain generalisation capabilities. This study provides a feasible pathway for effective multi-source data fusion and utilisation in marine diesel engine health management.
在实际的船舶发动机健康管理中,单源诊断模型往往不能在不同的运行条件下以及在模拟和测量数据之间进行推广,从而限制了在实际服务变化情况下可靠的故障诊断。本研究以润滑系统故障诊断为目标,提出了一种针对四冲程船用柴油机的多源域自适应框架。该框架集成了基于信息熵的动态加权对抗性子域对齐机制,用于学习源-目标对的批级权值;基于辅助正则化器的半监督学习策略,用于在有限目标标签下稳定迁移。在一个仪器化的8 V396测试台上,在25%、50%和75%的负载和互补的模拟源域上进行了验证。该框架的平均诊断准确率为83.64%(纯真实测量场景)和82.37%(真实模拟混合数据场景)。这些结果证实了优越的分类性能和跨域泛化能力。该研究为船舶柴油机健康管理中多源数据的有效融合与利用提供了一条可行途径。
{"title":"Multi-source data fusion for marine four-stroke diesel engine fault diagnosis: An adaptive weight transfer learning framework","authors":"Zeyu Shi ,&nbsp;Zhongwei Wang ,&nbsp;Hongyuan Ding ,&nbsp;Zhaotong Liu ,&nbsp;Zhimin Fu ,&nbsp;Wenjie Li ,&nbsp;Jingzhou Fei","doi":"10.1016/j.enconman.2026.121194","DOIUrl":"10.1016/j.enconman.2026.121194","url":null,"abstract":"<div><div>In practical marine engine health management, single-source diagnostic models often fail to generalize across varying operating conditions and between simulated and measured data, limiting reliable fault diagnostic under realistic service variability. This study addresses these challenges by targeting lubrication-system fault diagnosis and proposing a multi-source domain adaptation framework for four-stroke marine diesel engines. The framework integrates a “shared-specialized collaborative” cross-domain network to balance feature generality and domain specificity, a dynamic weighted adversarial subdomain alignment mechanism based on information entropy to learn batch-level weights for source–target pairs, and a semi-supervised learning strategy with an auxiliary regularizer to stabilize transfer under limited target labels. The validation is carried out on an instrumented 8 V396 testbed at 25%, 50% and 75% load and on complementary simulated source domains. The framework achieves average diagnostic accuracies of 83.64% (pure real measured scenarios) and 82.37% (real-simulation hybrid data scenarios). These results confirm superior classification performance and cross-domain generalisation capabilities. This study provides a feasible pathway for effective multi-source data fusion and utilisation in marine diesel engine health management.</div></div>","PeriodicalId":11664,"journal":{"name":"Energy Conversion and Management","volume":"353 ","pages":"Article 121194"},"PeriodicalIF":10.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Energy Conversion and Management
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