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Optimizing building heating demand through solar-air temperature integration: A comprehensive analysis of free heating potential and energy savings 通过太阳能-空气温度集成优化建筑采暖需求:自由采暖潜力和节能的综合分析
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107589
Ali Keçebaş , Hongwei Wu , Mustafa Ertürk , C Ahamed Saleel
This study presents an innovative methodology for estimating building heating demand by incorporating the solar-air temperature concept into heating degree hour (HDH) and free heating degree hour (HDHfree) calculations. Unlike conventional methods that rely solely on ambient temperature, this approach integrates for solar radiation and radiative heat loss, providing a more accurate assessment of heating demand and free heating potential. The results indicate that lowering indoor setpoint temperatures to 18 °C can reduce annual heating demand by 25–40 %, while optimizing the heat transfer coefficient (ho = 1.8 W/m2K) results in an 82 % increase in HDHfree. This increase is attributed to a reduction in conductive heat losses through the building envelope, allowing solar gains to be retained for a longer period while maximizing passive heating effectiveness. Lower ho values also minimize radiative and convective heat losses, enabling the absorbed solar energy to remain within the building for an extended duration, ultimately enhancing free heating efficiency. The study also highlights the importance of material properties, with higher solar absorptivity (0.7) leading to a 40 % improvement in energy savings and lower surface emissivity (0.35) contributing to better heat retention. The methodology was validated using data from Muğla, Turkey, demonstrating significant energy cost savings and carbon footprint reductions, especially in electricity-based systems. Future research should focus on refining the solar-air temperature model by incorporating building-specific variables and expanding its application to different climates. This approach offers a valuable contribution to sustainable building design by optimizing passive heating and reducing reliance on mechanical systems.
本研究提出了一种创新的方法,通过将太阳能-空气温度概念纳入加热度小时(HDH)和自由加热度小时(HDHfree)计算中来估计建筑供暖需求。与仅依赖环境温度的传统方法不同,该方法集成了太阳辐射和辐射热损失,提供了更准确的供暖需求和自由供热潜力评估。结果表明,将室内设定温度降低至18°C可使年采暖需求减少25 - 40%,而优化传热系数(ho = 1.8 W/m2K)可使HDHfree增加82%。这一增长归因于通过建筑围护结构的传导热损失的减少,允许太阳能增益保留更长的时间,同时最大限度地提高被动加热效率。较低的ho值也最大限度地减少了辐射和对流热损失,使吸收的太阳能在建筑内停留更长时间,最终提高了自由采暖效率。该研究还强调了材料性能的重要性,较高的太阳吸收率(0.7)可以节省40%的能源,较低的表面发射率(0.35)有助于更好的保温。该方法通过使用土耳其Muğla的数据进行验证,显示出显著的能源成本节约和碳足迹减少,特别是在电力系统中。未来的研究应该把重点放在完善太阳能-空气温度模型上,通过纳入建筑特定的变量,并将其应用于不同的气候。这种方法通过优化被动式供暖和减少对机械系统的依赖,为可持续建筑设计提供了宝贵的贡献。
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引用次数: 0
Thermal hazard risk and decomposition mechanism identification of nitrobenzene with mononitrophenol impurities: Combined kinetic and products analysis 含单硝基酚杂质的硝基苯的热危害风险及分解机理鉴定:动力学与产物分析相结合
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107586
Juan Cheng , Chengyang Cao , Chong Xia , Guangyao Zheng , Chuan Zhang , Hongyun Hu
Nitrobenzene (NB), as a critical chemical intermediate with annual consumption exceeding one million tons, is widely used in the chemical manufacturing industry. However, its poor thermal stability when contaminated with impurities has caused multiple fire and explosion incidents. This study aims to investigate the effects of two typical phenols, p-nitrophenol (PNP) and o-nitrophenol (ONP), on the thermal behaviors of NB, and elucidate the impact mechanism. Experimental results indicate that the addition of 10 % wt. PNP or ONP significantly reduces the main decomposition peak temperature of NB, initiating low-temperature exothermic reactions. Kinetic analysis reveals that while these additives increase the activation energy, the dramatic rise in pre-exponential factor indicates fundamental changes in the decomposition pathway. Specifically, NB-ONP exhibits the highest apparent activation energy due to intramolecular hydrogen bonding. Cleavage of these hydrogen bonds generates highly reactive phenoxy radicals that drive an efficient nitro-reduction pathway, leading to the most pronounced thermal hazard. Pure NB decomposition follows a second-order reaction model (F2), while mixtures with PNP or ONP conform to nucleation-growth (A3) and first-order (F1) models, respectively. Product analysis confirms that phenolic impurities reconstruct the reaction network through more complex pathways. Consequently, the thermal hazard risk follows NB-ONP > NB-PNP > NB. These findings provide crucial guidance for NB production: priority should be given to controlling high-risk ONP impurity generation by optimizing nitration process conditions to suppress relevant side reactions. The study clarifies the microscopic mechanism and provides important theoretical basis for targeted impurity management and safe NB production.
硝基苯(NB)作为年消耗量超过百万吨的重要化工中间体,广泛应用于化工制造行业。但由于其在被杂质污染时热稳定性差,已造成多起火灾和爆炸事故。本研究旨在探讨对硝基苯酚(PNP)和邻硝基苯酚(ONP)两种典型酚类对NB热行为的影响,并阐明其影响机理。实验结果表明,添加10% wt. PNP或ONP可显著降低NB的主分解峰温度,引发低温放热反应。动力学分析表明,虽然这些添加剂增加了活化能,但指前因子的急剧上升表明分解途径发生了根本性的变化。由于分子内氢键的作用,NB-ONP表现出最高的表观活化能。这些氢键的断裂产生高活性的苯氧自由基,驱动有效的氮还原途径,导致最明显的热危害。纯NB分解遵循二级反应模型(F2),而与PNP或ONP混合则分别遵循成核生长模型(A3)和一级反应模型(F1)。产物分析证实,酚类杂质通过更复杂的途径重建反应网络。因此,热危害风险遵循NB- onp >; NB- pnp >; NB。这些发现为NB生产提供了重要的指导:应优先考虑通过优化硝化工艺条件来抑制相关副反应来控制高风险ONP杂质的产生。该研究阐明了微观机理,为有针对性的杂质治理和铌安全生产提供了重要的理论依据。
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引用次数: 0
Characterization and predictive modeling of intake blockage in rotating detonation combustor 旋转爆震燃烧室进气堵塞特性及预测建模
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107608
Jinhui Kang , Feilong Song , Xin Chen , Yun Wu , Dengcheng Zhang , Xiaopeng Sun , Jiaojiao Wang , Zhao Yang
<div><div>The intake blockage of the rotating detonation combustor (RDC) results from the interaction between the high-pressure detonation wave and the intake air of the combustor, which affects the working stability and performance parameters of the combustor. Based on this research background, a series of experiments were conducted under different flow rates and nozzle structures. A method for calculating the intake blockage based on the throat pressure of the combustor was proposed. The intake characteristics of the combustor under three intake states were analyzed, and the discrimination criteria for different intake states of the combustor were proposed. The proportion of intake blockage of the combustor was fitted by the dimensionless discrimination parameters. After correction by the fitting function, the proportion of intake blockage of the combustor was predicted with high accuracy (<span><math><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.98</mn></mrow></math></span>). The propagation mode and stability of the detonation wave under different working conditions were analyzed, and the relationship between the proportion of intake blockage and the propagation characteristics of the detonation wave was explored. It was found that when the proportion of intake blockage was zero, the detonation wave propagated in a single wave mode. With the decrease in throat flow capacity and the increase in intake blockage ratio, unstable modes begin to occur, accompanied by reduced stability in detonation wave propagation. When the throat was in fully subsonic flow, the intake filling speed of the combustor decreased significantly, and the longitudinal pulsed detonation mode were easily induced. The relationship between the intensity of the pressure feedback and the upstream chamber pressure rise ratio and the intake blockage was analyzed, and the relevant relationships were fitted for the construction of the prediction model. The research results show that with the increase of the proportion of intake blockage, the intensity of the pressure feedback and the upstream chamber pressure rise ratio both increase. The intensity of the pressure feedback is affected by many factors and is simultaneously influenced by the detonation wave intensity and the throat flow state, so its fitting accuracy is relatively low (<span><math><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.855</mn></mrow></math></span>). However, the upstream chamber pressure rise is mainly induced by the intake blockage, so a higher fitting accuracy can be achieved (<span><math><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.98</mn></mrow></math></span>). However, due to the additional aerodynamic losses caused by the feedback shock wave, the predicted results are lower than the experimental measurement values. In summary, this research work clarifies the relationship between the intake blockage of the rotating detonation combustor and the working characteristics of the
旋转爆震燃烧室进气堵塞是高压爆震波与燃烧室进气相互作用的结果,影响了燃烧室的工作稳定性和性能参数。在此研究背景下,进行了不同流量和喷嘴结构下的一系列实验。提出了一种基于燃烧室喉部压力计算进气堵塞的方法。分析了三种进气状态下燃烧室的进气特性,提出了燃烧室不同进气状态的判别准则。采用无因次判别参数拟合燃烧室进气堵塞比例。经拟合函数校正后,预测燃烧室进气堵塞比例精度较高(R2=0.98)。分析了不同工况下爆震波的传播方式和稳定性,探讨了进气堵塞比例与爆震波传播特性的关系。研究发现,当进气堵塞比例为零时,爆震波以单波模式传播。随着喉道流量的减小和进气堵塞比的增大,开始出现不稳定模态,爆震波传播稳定性降低。当喉道处于全亚音速流动状态时,燃烧室进气填充速度明显降低,容易诱发纵向脉冲爆轰模式。分析了压力反馈强度与上游室压升比和进气堵塞之间的关系,并拟合了相关关系,构建了预测模型。研究结果表明,随着进气堵塞比例的增加,压力反馈强度和上游室压升比均增大。压力反馈强度受多种因素影响,同时受爆震波强度和喉道流动状态的影响,因此其拟合精度较低(R2=0.855)。而上游腔室压力上升主要由进气堵塞引起,因此可以获得较高的拟合精度(R2=0.98)。然而,由于反馈激波带来的额外气动损失,预测结果低于实验测量值。综上所述,本研究工作明确了旋转爆震燃烧室进气堵塞与燃烧室工作特性之间的关系,对于充分了解旋转爆震燃烧室的工作原理,指导燃烧室的结构设计具有重要意义。
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引用次数: 0
Modulation of phase change heat transfer performance in triply periodic minimal surface based porous structures 三周期最小表面基多孔结构相变传热性能的调制
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107558
Zhan Wang , Zekuan Liu , Jiang Qin
Solid-liquid phase change processes are recognized as highly potential solutions for thermal energy storage, thermal management and temperature control for significant latent heat capacity and precise temperature regulation capabilities. Nonetheless, the poor thermal conductivity acts as a bottleneck to advancing heat transfer efficiency. Herein, triply periodic minimal surface (TPMS) were employed as thermal conductivity enhancers, and numerical investigates were conducted for the composite phase change materials (CPCMs) with uniform and gradient TPMS structures. Findings suggest that the W-type structure demonstrates significant advantages in liquid fraction distribution, complete melting time, and thermal wall temperature regulation for their high specific surface area and smooth heat transfer pathways. CPCMs with porosity increasing from bottom to top significantly shorten the phase change time but worsen the uniformity of wall temperature distribution. Conversely, CPCMs characterized by a reduction in porosity along the vertical direction from the base to the top exhibit higher thermal resistance and slower phase change rates, while gradient pore density exerts a weaker influence compared to gradient porosity. Furthermore, a dual-gradient porosity structure is further proposed, reducing the complete melting time by 3.69 % compared with the uniform case. More importantly, it markedly improves hot-wall thermal uniformity, lowering temperature inhomogeneity by 47.74 %. This demonstrates that the dual-gradient design can simultaneously accelerate melting and suppress thermal non-uniformity, highlighting its comprehensive performance advantages.
固液相变过程被认为是热能储存、热管理和温度控制的极具潜力的解决方案,具有显著的潜热容量和精确的温度调节能力。然而,导热性差是提高传热效率的瓶颈。本文采用三周期最小表面(TPMS)作为导热增强剂,对具有均匀梯度TPMS结构的复合相变材料(CPCMs)进行了数值研究。研究结果表明,w型结构具有较高的比表面积和光滑的传热路径,在液相分数分布、完全熔化时间和热壁温度调节方面具有显著优势。孔隙率自下而上递增的cpcm相变时间明显缩短,但壁温分布的均匀性变差。相反,从底部到顶部沿垂直方向孔隙度降低的cpcm表现出更高的热阻和更慢的相变速率,而梯度孔隙密度对梯度孔隙度的影响较弱。进一步提出了双梯度孔隙结构,与均匀情况相比,完全熔化时间缩短了3.69%。更重要的是,它显著改善了热壁的热均匀性,温度不均匀性降低了47.74%。这说明双梯度设计可以同时加速熔化和抑制热不均匀性,凸显其综合性能优势。
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引用次数: 0
Investigation of the mechanical characteristics of limestone after high-temperature treatment and the T-M coupling constitutive model based on statistical damage 石灰石高温处理力学特性研究及基于统计损伤的T-M耦合本构模型
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107557
Xingchen Liu , Feng Huang , Yang Hu , Aichen Zheng , Dong Yang
Thermal damage induces changes in the mechanical properties of rock, making it crucial to clarify the thermal damage characteristics of rock and describe the thermo-mechanical coupling behavior of thermally damaged rock. Limestone samples were heat-treated at 100–600 °C, followed by triaxial compression tests on the thermally damaged samples. Scanning electron microscopy (SEM) was used to observe their microscopic thermal damage characteristics. Based on the micro-element concept, a pore compaction coefficient was defined. Integrating the Hooke-Brown strength criterion and the micro-element cumulative damage parameter, a Weibull distribution-based thermo-mechanical coupling statistical damage constitutive model for limestone was established. The coefficient of determination (R2) between the model-calculated results and the experimental stress-strain curves reached 0.98. Microscopically, high-temperature-induced rock damage is characterized by crack propagation and pore erosion. As temperature increases, the elastic modulus decreases nonlinearly, while the peak compressive strength first increases and then decreases. Under compressive loading, the total pore closure strain increases with the heat-treatment temperature. The proposed constitutive model effectively captures the nonlinear deformation characteristics during the initial compaction stage.
热损伤会引起岩石力学性质的变化,因此阐明岩石热损伤特征和描述热损伤岩石的热-力耦合行为至关重要。对石灰石试样进行100-600℃的热处理,然后对热损伤试样进行三轴压缩试验。利用扫描电子显微镜(SEM)观察了其显微热损伤特征。基于微元素概念,定义了孔隙压实系数。结合Hooke-Brown强度准则和微元累积损伤参数,建立了基于Weibull分布的石灰岩热-力耦合统计损伤本构模型。模型计算结果与试验应力-应变曲线的决定系数R2达到0.98。微观上,岩石高温损伤表现为裂纹扩展和孔隙侵蚀。随着温度的升高,弹性模量呈非线性减小,峰值抗压强度先增大后减小。压缩载荷作用下,总闭孔应变随热处理温度的升高而增大。提出的本构模型有效地捕捉了初始压实阶段的非线性变形特征。
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引用次数: 0
Integration of cryogenic exergy from liquid hydrogen into data center operation using an organic Rankine cycle 使用有机朗肯循环将液态氢的低温火用集成到数据中心操作中
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107571
Do Hyun Lee , Cheolhee Lee , Chan Ho Chu , Sihyung Park , Seungho Ryu , Jae Hyun Park , Minsung Kim , Dong Kyu Kim
This study investigates the integration of cryogenic exergy of liquid hydrogen into data center power saving and cooling using an organic Rankine cycle (ORC). In the proposed system, the cryogenic exergy is first utilized for supplementary power generation and then for supplying low-temperature cooling, resulting in improved overall energy efficiency. Parametric analyses were conducted to evaluate the effects of hydrogen supply conditions on overall system performance. As the inlet temperature of liquid hydrogen decreased to 20 K, both the net power output and cooling capacity increased, reducing the power usage effectiveness (PUE) to 1.30. Increasing the mass flow rate of liquid hydrogen further improved the total energy efficiency to 69.2 % and decreased the PUE to 1.14. Working fluid optimization using particle swarm optimization (PSO) demonstrated that R170 and R1270 achieved the best performance with a total energy efficiency of approximately 70 % and a PUE of 1.1. Under the optimized conditions, 1.7 MW of cryogenic exergy can be recovered by integrating ORC and cooling loops, improving data center PUE by up to 36 % and recovering approximately 10 % of available exergy. These results suggest a promising pathway for reducing the electrical burden and advancing the sustainable development of both digital and hydrogen infrastructures.
本研究探讨了利用有机朗肯循环(ORC)将液态氢低温火用整合到数据中心的节能和冷却中。在该系统中,低温火能首先用于补充发电,然后用于提供低温冷却,从而提高了整体能源效率。进行了参数分析,以评估氢供应条件对系统整体性能的影响。当液氢入口温度降至20 K时,净输出功率和制冷量均增加,功率使用效率PUE降至1.30。提高液氢质量流量可进一步提高总能效至69.2%,PUE降至1.14。基于粒子群优化(PSO)的工质优化结果表明,R170和R1270的总能效约为70%,PUE为1.1,性能最佳。在优化条件下,通过整合ORC和冷却回路,可以回收1.7 MW的低温火用,将数据中心PUE提高了36%,回收了大约10%的可用火用。这些结果为减少电力负担和促进数字和氢基础设施的可持续发展提供了一条有希望的途径。
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引用次数: 0
Effectiveness of multi-fin array orientations on convective heat transfer in viscous fluid-filled square enclosures 多翅片阵列取向对粘性充液方形外壳对流换热的影响
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107513
N. Vishnu Ganesh , Qasem M. Al-Mdallal , G. Hirankumar , Ali J. Chamkha
Enhancing natural convection with finned surfaces is essential yet challenging for effective thermal management in electronic devices, industrial cooling units, and heat-dissipation systems. This study investigates the thermal performance of four heated fin configurations—Bottom-Multi-Fin, Top-Multi-Fin, Left-Multi-Fin, and Right-Multi-Fin—placed inside a square enclosure filled with an incompressible viscous fluid, a set of configurations not previously examined in a unified framework. The walls opposite the heated fins are maintained at a cold temperature, while the adjacent walls are insulated, representing practical passive cooling conditions. The non-dimensional governing equations are solved using the Galerkin finite element method to assess the influence of the Rayleigh number number (103Ra6×105) on flow structure, temperature distribution, and both local and average Nusselt numbers. Results show that the Bottom-Multi-Fin and Top-Multi-Fin configurations are conduction dominated and provide minimal enhancement in natural convection, even at high Rayleigh numbers. In contrast, the Left-Multi-Fin and Right-Multi-Fin configurations generate stronger buoyancy-driven circulation and significantly improve heat transfer. The Right-Multi-Fin arrangement delivers the highest cooling performance at elevated Rayleigh numbers, making it the most efficient orientation for natural convection applications.
增强自然对流与翅片表面是必要的,但具有挑战性的有效热管理在电子设备,工业冷却装置和散热系统。本研究研究了四种加热鳍片的热性能,即底部多鳍片、顶部多鳍片、左侧多鳍片和右侧多鳍片,这些鳍片被放置在一个充满不可压缩粘性流体的方形外壳中,这是一组以前没有在统一框架中研究过的配置。加热翅片对面的墙壁保持在低温,而相邻的墙壁是隔热的,代表了实际的被动冷却条件。采用Galerkin有限元法求解无量纲控制方程,评估了Rayleigh数(103≤Ra≤6×105)对流动结构、温度分布以及局部和平均努塞尔数的影响。结果表明,底部多鳍和顶部多鳍结构以传导为主,即使在高瑞利数下,对自然对流的增强作用也很小。相比之下,左多鳍和右多鳍结构产生更强的浮力驱动循环,并显著改善传热。右多翅片布置在瑞利数升高时提供最高的冷却性能,使其成为自然对流应用中最有效的方向。
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引用次数: 0
Modeling of suspended pyroelectric particles in wastewater for dye decomposition driven by low-grade waste heat in tubular heat exchanger 管式换热器低品位废热驱动下废水中悬浮热释电颗粒对染料分解的模拟
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107565
Zhong-Feng Duan , Fang-Yu Dong , Jia-Hui Zhai , Fu-Lai Li , Hao Chen , Bin Ding
Pyroelectric dye decomposition is a potential technology to convert low-grade waste heat into oxidation charges for the removal of pollutants in wastewaters. Herein, a tubular heat exchanger was utilized to transfer the heat energy from hot water to the dye wastewater with suspended pyroelectric particles for dye decomposition. A CFD model integrated pyroelectric kinetics was firstly established to simulate the heat transfer and dye degradation of dye wastewaters. The effects of the flow rate of the dye wastewater qv,c (0.5–16 L/h), the flow rate of hot water qv,h (1–16 L/h), and the inlet temperature of the hot water Tin,h (35–80 °C) on the heat recovery Q and the dye degradation rate R of the tubular heat exchanger have been investigated. Moreover, the mass of indigo carmine (IC) degradation per heat transfer power ηwQ has been investigated to analyze the energy efficiency of the pyroelectric dye degradation process. Comprehensive consideration the dye removal η, the depth of heat recovery of the hot water ηT, and the heat recovery Q, the optimal R of IC solution (2.93 g h−1) was appeared at the qv,h of 4 L/h and the qv,c of 8 L/h, while the ηT was 74.4 % at the Tin,h of 80 °C.
热释电染料分解是一种有潜力的将低品位废热转化为氧化电荷以去除废水中污染物的技术。本文利用管式换热器将热水中的热能传递到带有悬浮热释电颗粒的染料废水中进行染料分解。首先建立了集成热释电动力学的CFD模型,模拟染料废水的传热和染料降解过程。考察了染料废水流量qv,c (0.5 ~ 16l /h)、热水流量qv,h (1 ~ 16l /h)、热水入口温度Tin,h(35 ~ 80℃)对管式换热器热回收Q和染料降解率R的影响。此外,研究了靛蓝胭脂红(IC)在热释电染料降解过程中每传热功率ηwQ的降解质量,以分析热释电染料降解过程的能量效率。综合考虑脱染η、热水热回收深度η t和热回收Q, IC溶液在qv、h为4 L/h和qv、c为8 L/h时的最佳R为2.93 g h−1,而在Tin、h为80℃时的η t为74.4%。
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引用次数: 0
Application of machine learning-based thermal comfort model to optimize vehicle air-conditioning control strategies 基于机器学习的热舒适模型在车辆交流控制策略优化中的应用
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107578
Suifan Chen , Hanwei Wang , Qipeng Li , Zihao Song
Optimizing control strategies is crucial for improving the performance of vehicle air-conditioning (AC). To address limitations of thermal comfort variations accuracy across different regions in the mathematical parameter model system, the study introduced a validated 3D model of the heat load in the cabin and coupled it with vehicle AC to generate accurate driver predicted mean vote (PMV) values. Comprehensive AC parametric analysis establishes design rules for a multi-stage collaborative control strategy of compressor speed and evaporator blower airflow (MCS-EBA). The strategy parameters were then optimized based on a genetic algorithm (GA). In this process, a high-precision PMV prediction model was used to circumvent lengthy CFD simulations in the coupling model. The predictive model employed a recurrent neural network (RNN) to learn 60 datasets, which were derived from the mapping relationship between the thermal environment parameters of the cabin and the PMV of the driver under different cooling scenarios in the coupled model. Results demonstrate that the optimized MCS-EBA saves energy consumption by 43.7 %, 5.8 %, and 5.0 % and reduces RMSE (vs. PMV = 0) by 84.7 %, 21.4 %, and 73.1 %, compared to the ON/OFF, PID, and MCCS, respectively. The technical approach of this strategy holds significant engineering application value.
优化控制策略是提高车载空调系统性能的关键。为了解决数学参数模型系统中不同区域热舒适变化精度的局限性,该研究引入了一个经过验证的客舱热负荷3D模型,并将其与车辆交流相结合,以生成准确的驾驶员预测平均投票(PMV)值。综合交流参数分析为压缩机转速和蒸发器鼓风机气流的多级协同控制策略(MCS-EBA)建立了设计规则。然后基于遗传算法对策略参数进行优化。在此过程中,采用高精度的PMV预测模型,避免了耦合模型中冗长的CFD模拟。该预测模型采用递归神经网络(RNN)对60个数据集进行学习,这些数据集来源于耦合模型中不同冷却场景下驾驶室热环境参数与驾驶员PMV之间的映射关系。结果表明,与ON/OFF、PID和mcs相比,优化后的MCS-EBA分别节能43.7%、5.8%和5.0%,RMSE(相对于PMV = 0)分别降低84.7%、21.4%和73.1%。该策略的技术途径具有重要的工程应用价值。
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引用次数: 0
Enhanced design of Stirling engines via multi-objective optimization: Effects of dead volumes, regenerator effectiveness, and operating parameters 基于多目标优化的斯特林发动机改进设计:死气量、蓄热器效率和运行参数的影响
IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Pub Date : 2026-01-01 DOI: 10.1016/j.csite.2025.107582
Amin Hadidi
The thermodynamic optimization of Stirling engines has gained increasing attention due to their potential for high-efficiency, clean energy conversion. This study develops a constraint-satisfied single- and multi-objective optimization framework to maximize engine efficiency and work output while minimizing internal irreversibilities. Unlike previous studies, which often overlooked essential design constraints or used unrealistic parameter ranges, the proposed approach incorporates internal irreversibilities, dead volume ratios, regenerator effectiveness, and operating parameters to ensure practical and feasible design solutions. The methodology combines thermodynamic modeling with parametric and sensitivity analyses to evaluate the effects of key design variables, including minimum and maximum cycle temperatures, expansion and compression volumes, total and component dead volumes, regenerator effectiveness, and working fluid pressure. Results show that optimizing these parameters leads to a thermal efficiency of 42.93 %, net work output of 836.85 J, and an irreversibility parameter Rs of 0.69, representing improvements of up to 138.5 %, 32 %, and 3 %, respectively, compared to previous studies. Maximizing expansion and compression volumes, minimizing dead volumes, and increasing regenerator effectiveness are the most effective strategies for performance enhancement. Multi-objective optimization confirms that a balanced design yields significant improvements across all performance metrics. The proposed framework provides both methodological innovation and practical design guidelines for high-performance, energy-efficient Stirling engines, offering reliable recommendations for real-world clean energy applications.
由于斯特林发动机具有高效、清洁能源转换的潜力,其热力学优化问题越来越受到人们的关注。本研究开发了一个满足约束的单目标和多目标优化框架,以最大化发动机效率和功输出,同时最小化内部不可逆性。与以往的研究不同,这些研究往往忽略了基本的设计约束或使用了不切实际的参数范围,该方法结合了内部不可逆性、死体积比、再生器效率和操作参数,以确保设计方案的实用性和可行性。该方法将热力学建模与参数分析和敏感性分析相结合,以评估关键设计变量的影响,包括最低和最高循环温度、膨胀和压缩体积、总体积和部件死体积、再生器效率和工作流体压力。结果表明,优化后的热效率为42.93%,净输出功率为836.85 J,不可逆性参数Rs为0.69,分别比之前的研究提高了138.5%、32%和3%。最大化扩展和压缩体积、最小化死体积以及提高再生器的有效性是提高性能的最有效策略。多目标优化证实了平衡的设计在所有性能指标上产生了显著的改进。提出的框架为高性能、节能的斯特林发动机提供了方法论创新和实用设计指南,为现实世界的清洁能源应用提供了可靠的建议。
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Case Studies in Thermal Engineering
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