Pub Date : 2026-01-25DOI: 10.1016/j.applthermaleng.2026.129889
Yonghun Kim , Haeun Lee , Seokwon Jeong , Nana Kang , Changwoo Han , Dongmin Shin , Hyoungsoon Lee
Efficient thermal management is essential for maximizing the performance and reliability of power semiconductor devices, particularly in data centers, electric vehicles, drive motors, and photovoltaic systems. Multi-jet impingement cooling has emerged as a promising solution, offering enhanced heat transfer from thinning boundary layers, and localized cooling capabilities, but its optimization remains challenging due to the complexity and high dimensionality of the design parameter space. This study develops machine learning framework coupled with a genetic algorithm to efficiently predict and optimize the thermal and hydraulic performance of multi-jet impingement cooling. We trained scalar and multimodal machine learning models using comprehensive computational fluid dynamics simulations, incorporating physical principles to enhance predictive accuracy. As a result, prediction errors decreased substantially, from 408.2% to 10.3% for pressure drop and from 25.9% to 3.7% for maximum temperature. Compared to conventional computational approaches, our proposed methodology significantly reduces computational effort and accelerates the identification of optimal cooling configurations. This study presents a robust and efficient strategy for advancing thermal management solutions critical to next generation high power semiconductor applications.
{"title":"Physics-guided genetic algorithm for optimization of multi-jet impingement cooling","authors":"Yonghun Kim , Haeun Lee , Seokwon Jeong , Nana Kang , Changwoo Han , Dongmin Shin , Hyoungsoon Lee","doi":"10.1016/j.applthermaleng.2026.129889","DOIUrl":"10.1016/j.applthermaleng.2026.129889","url":null,"abstract":"<div><div>Efficient thermal management is essential for maximizing the performance and reliability of power semiconductor devices, particularly in data centers, electric vehicles, drive motors, and photovoltaic systems. Multi-jet impingement cooling has emerged as a promising solution, offering enhanced heat transfer from thinning boundary layers, and localized cooling capabilities, but its optimization remains challenging due to the complexity and high dimensionality of the design parameter space. This study develops machine learning framework coupled with a genetic algorithm to efficiently predict and optimize the thermal and hydraulic performance of multi-jet impingement cooling. We trained scalar and multimodal machine learning models using comprehensive computational fluid dynamics simulations, incorporating physical principles to enhance predictive accuracy. As a result, prediction errors decreased substantially, from 408.2% to 10.3% for pressure drop and from 25.9% to 3.7% for maximum temperature. Compared to conventional computational approaches, our proposed methodology significantly reduces computational effort and accelerates the identification of optimal cooling configurations. This study presents a robust and efficient strategy for advancing thermal management solutions critical to next generation high power semiconductor applications.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129889"},"PeriodicalIF":6.9,"publicationDate":"2026-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129926
Xuanjie Cui , Juanya Shen , Qingxuan Wang , Peng Liu , Zhen Huang , Dong Han
This study examines the effects of ozone addition on the combustion and emissions of spark-ignition ammonia‑hydrogen engines operating under lean-burn conditions, addressing challenges such as low flame propagation speed and high ignition energy in ammonia combustion. Utilizing three-dimensional numerical simulations, the research evaluates the impact of varied ozone concentrations (1.0–2.0%) on engine performance and emissions, and explores the ultra-lean combustion limit at a high ozone concentration of 2.0%. The results show that ozone addition enhances the lean combustion process. As the ozone concentration increases, the indicated mean effective pressure and indicated thermal efficiency initially increase and then decline. Ozone addition extends the lean combustion limit of the ammonia‑hydrogen engine, reduces the risk of engine knocking, decreases heat transfer losses, and enhances thermal efficiency. Promising performance is observed at an equivalence ratio of 0.3 with 2.0% ozone, resulting in higher indicated thermal efficiency and lower total pollutant emissions under the investigated conditions.
{"title":"Effects of ozone addition on lean-burn ammonia-hydrogen combustion in spark-ignition engine","authors":"Xuanjie Cui , Juanya Shen , Qingxuan Wang , Peng Liu , Zhen Huang , Dong Han","doi":"10.1016/j.applthermaleng.2026.129926","DOIUrl":"10.1016/j.applthermaleng.2026.129926","url":null,"abstract":"<div><div>This study examines the effects of ozone addition on the combustion and emissions of spark-ignition ammonia‑hydrogen engines operating under lean-burn conditions, addressing challenges such as low flame propagation speed and high ignition energy in ammonia combustion. Utilizing three-dimensional numerical simulations, the research evaluates the impact of varied ozone concentrations (1.0–2.0%) on engine performance and emissions, and explores the ultra-lean combustion limit at a high ozone concentration of 2.0%. The results show that ozone addition enhances the lean combustion process. As the ozone concentration increases, the indicated mean effective pressure and indicated thermal efficiency initially increase and then decline. Ozone addition extends the lean combustion limit of the ammonia‑hydrogen engine, reduces the risk of engine knocking, decreases heat transfer losses, and enhances thermal efficiency. Promising performance is observed at an equivalence ratio of 0.3 with 2.0% ozone, resulting in higher indicated thermal efficiency and lower total pollutant emissions under the investigated conditions.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129926"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129925
Xiaohui Yu , Qing Xu , Xiangyi Kong , Zhonglian Guo , Bin Yang , Shuo Ma
The Direct-expansion solar-assisted moderate and high temperature heat pump (DX-SAMHTHP) system can elevate the temperature of the low-grade solar heat to a higher and more useful level. This paper proposed a vacuum tube-based DX-SAMHTHP system providing 70–90 °C heat. Then, an experimental bench was setup and tested under various conditions. Moreover, the energy and exergy performances of such proposed system were investigated and evaluated. The results show that as the solar radiation intensity increases from 519.64 W/m2 to 1137.02 W/m2, the system COP rises by 11.37% (5.19–5.78), while the collector efficiency drops by 34.38% (0.96–0.63). When the heat output temperature increases from 70 °C to 90 °C, the system COP and exergy destruction decrease from 5.69 to 5.48, 1404.92 W to 1336.00 W, respectively. With the ambient temperature increases from 27.76 °C to 34.52 °C, the system COP increases from 5.6 to 5.87. Additionally, the heating power and COP of the system with the collector-evaporator area of 3 m2 is 2221.98 W and 6.13, which are 71.52%, and 5.92% higher than the collector-evaporator area of 1.5 m2. These results indicate that the proposed DX-SAMHTHP system can provide 70–90 °C heat and operate with high performance.
{"title":"Performance evaluation of a vacuum tube-based direct-expansion solar-assisted moderate and high temperature heat pump","authors":"Xiaohui Yu , Qing Xu , Xiangyi Kong , Zhonglian Guo , Bin Yang , Shuo Ma","doi":"10.1016/j.applthermaleng.2026.129925","DOIUrl":"10.1016/j.applthermaleng.2026.129925","url":null,"abstract":"<div><div>The Direct-expansion solar-assisted moderate and high temperature heat pump (DX-SAMHTHP) system can elevate the temperature of the low-grade solar heat to a higher and more useful level. This paper proposed a vacuum tube-based DX-SAMHTHP system providing 70–90 °C heat. Then, an experimental bench was setup and tested under various conditions. Moreover, the energy and exergy performances of such proposed system were investigated and evaluated. The results show that as the solar radiation intensity increases from 519.64 W/m<sup>2</sup> to 1137.02 W/m<sup>2</sup>, the system COP rises by 11.37% (5.19–5.78), while the collector efficiency drops by 34.38% (0.96–0.63). When the heat output temperature increases from 70 °C to 90 °C, the system COP and exergy destruction decrease from 5.69 to 5.48, 1404.92 W to 1336.00 W, respectively. With the ambient temperature increases from 27.76 °C to 34.52 °C, the system COP increases from 5.6 to 5.87. Additionally, the heating power and COP of the system with the collector-evaporator area of 3 m<sup>2</sup> is 2221.98 W and 6.13, which are 71.52%, and 5.92% higher than the collector-evaporator area of 1.5 m<sup>2</sup>. These results indicate that the proposed DX-SAMHTHP system can provide 70–90 °C heat and operate with high performance.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129925"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146045179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129961
Xiaofeng Shao , Qiang Wang , Yongbao Liu , Shuyong Liu , Youhong Yu , Ningbo Zhao , Hongtao Zheng
In this paper, two-phase rotating detonation combustion fueled by n-decane/air mixtures is simulated using Eulerian-Lagrangian method. Three-dimensional non-premixed rotating detonation chamber (RDC) with various axial lengths (45 mm, 65 mm and 85 mm) is considered. The effects of axial length on the flow filed structures, propagation characteristics and RDC performance are discussed. Numerical results demonstrate that axial length of has a significant influence on combustion product expansion, propagation stability of rotating detonation wave (RDW), and pressure gain performance of RDC. Specifically, restricting axial length of RDC induces incomplete expansion of combustion products. It is characterized by elevated pre-detonation pressure and temperature, a dominant deflagration combustion mode, and the collision and regeneration between oblique shock wave (OSW) and slip line (SL). A predictive formula for the relationship between RDC length and RDW height is established. The critical RDC length is 33 mm. Furthermore, as the axial length of RDC decreases, the intensity of the RDW weakens, the speed increases, the pressure peak first decreases and then increases, and the highest detonation stability occurs at 65 mm. The operating boundary of RDC is not affected by the axial length, and the mode transition boundary becomes narrower at larger axial length. Finally, shorter axial length of RDC can suppress the development of OSW, reduce additional entropy increase, and increase the total pressure gain of RDC from −0.14 to 0.18. The novelty of this study lies in establishing a predictive relationship between RDC length and RDW height, clarifying the operational boundary and pressure gain performance of RDC, thereby providing direct theoretical support for two-phase RDC design.
{"title":"Effects of axial length on two-phase n-decane/air rotating detonation chamber","authors":"Xiaofeng Shao , Qiang Wang , Yongbao Liu , Shuyong Liu , Youhong Yu , Ningbo Zhao , Hongtao Zheng","doi":"10.1016/j.applthermaleng.2026.129961","DOIUrl":"10.1016/j.applthermaleng.2026.129961","url":null,"abstract":"<div><div>In this paper, two-phase rotating detonation combustion fueled by <em>n</em>-decane/air mixtures is simulated using Eulerian-Lagrangian method. Three-dimensional non-premixed rotating detonation chamber (RDC) with various axial lengths (45 mm, 65 mm and 85 mm) is considered. The effects of axial length on the flow filed structures, propagation characteristics and RDC performance are discussed. Numerical results demonstrate that axial length of has a significant influence on combustion product expansion, propagation stability of rotating detonation wave (RDW), and pressure gain performance of RDC. Specifically, restricting axial length of RDC induces incomplete expansion of combustion products. It is characterized by elevated pre-detonation pressure and temperature, a dominant deflagration combustion mode, and the collision and regeneration between oblique shock wave (OSW) and slip line (SL). A predictive formula for the relationship between RDC length and RDW height is established. The critical RDC length is 33 mm. Furthermore, as the axial length of RDC decreases, the intensity of the RDW weakens, the speed increases, the pressure peak first decreases and then increases, and the highest detonation stability occurs at 65 mm. The operating boundary of RDC is not affected by the axial length, and the mode transition boundary becomes narrower at larger axial length. Finally, shorter axial length of RDC can suppress the development of OSW, reduce additional entropy increase, and increase the total pressure gain of RDC from −0.14 to 0.18. The novelty of this study lies in establishing a predictive relationship between RDC length and RDW height, clarifying the operational boundary and pressure gain performance of RDC, thereby providing direct theoretical support for two-phase RDC design.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129961"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Due to the highly complex thermal response associated with ablation, numerical analysis of this processes usually incurs substantial computational cost and nonlinearity, posing a challenge for the quantitative identification of surface damage in ablative thermal protection systems. To address this issue, a novel moving temperature boundary method is proposed to significantly simplify the computational complexity of the forward ablation model, thereby enabling rapid and accurate damage inversion. Unlike conventional inverse approaches that construct static damage directly on the model surface, the proposed method reconstructs the dynamic evolution of internal isotherms to extract damage-related information. By selecting an isotherm at an appropriate temperature, high-complexity regions associated with pyrolysis can be excluded from the computational domain, leaving only the virgin material governed by the standard heat conduction equation. Compared with traditional methods, the new approach achieves a 99.09% reduction in computation time. Moreover, excluding high-complexity regions reduces the nonlinearity of the model, thereby enhancing the robustness of the inverse solution against measurement noise. Both numerical simulations and experiments validate the effectiveness and reliability of the method. The results demonstrate that the moving temperature boundary method offers a novel and efficient framework for damage detection and health monitoring of aerospace thermal protection systems.
{"title":"Rapid identification of surface damage in ablative materials via inversion of isotherm dynamics","authors":"Yuhang Yin, Tingting Wu, Hongli Ji, Chao Zhang, Chongcong Tao, Jinhao Qiu","doi":"10.1016/j.applthermaleng.2026.129917","DOIUrl":"10.1016/j.applthermaleng.2026.129917","url":null,"abstract":"<div><div>Due to the highly complex thermal response associated with ablation, numerical analysis of this processes usually incurs substantial computational cost and nonlinearity, posing a challenge for the quantitative identification of surface damage in ablative thermal protection systems. To address this issue, a novel moving temperature boundary method is proposed to significantly simplify the computational complexity of the forward ablation model, thereby enabling rapid and accurate damage inversion. Unlike conventional inverse approaches that construct static damage directly on the model surface, the proposed method reconstructs the dynamic evolution of internal isotherms to extract damage-related information. By selecting an isotherm at an appropriate temperature, high-complexity regions associated with pyrolysis can be excluded from the computational domain, leaving only the virgin material governed by the standard heat conduction equation. Compared with traditional methods, the new approach achieves a 99.09% reduction in computation time. Moreover, excluding high-complexity regions reduces the nonlinearity of the model, thereby enhancing the robustness of the inverse solution against measurement noise. Both numerical simulations and experiments validate the effectiveness and reliability of the method. The results demonstrate that the moving temperature boundary method offers a novel and efficient framework for damage detection and health monitoring of aerospace thermal protection systems.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129917"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study presents the design optimization, numerical modeling, and experimental validation of a novel conformal liquid cooling system developed for cylindrical lithium-ion battery modules. A genetic algorithm was employed to optimize the geometrical parameters of internal and external conformal cooling channels based on the criteria of maximum cell temperature (Tmax), maximum temperature difference (ΔTmax), and pressure drop (ΔP). The final design, manufactured via additive methods, was integrated into a 3 × 3 Aspilsan INR18650A28 battery module and tested experimentally under a 5C discharge rate and ≈0.0083 kg/s flow rate. Experimental results demonstrated effective thermal regulation, with a maximum temperature (Tmax) of 27.44 °C. Numerical simulations under the same conditions yielded a Tmax of 25.69 °C, indicating a strong correlation with experimental data. Additional numerical studies based on the MSMD model revealed that the system maintained temperatures below 25 °C for 5C, ∼31 °C for 7C, and below 40 °C for 9C, confirming robust thermal control across a range of operating conditions. Furthermore, variations in coolant inlet temperature (5 °C, 15 °C, and 25 °C) significantly affected average cell temperatures but had minimal impact on thermal uniformity, with ΔTmax remaining below 0.51 °C in all scenarios. Compared to existing BTMS designs in the literature, the proposed conformal system delivered superior performance in both Tmax and ΔTmax metrics under high discharge rates. These results validate the effectiveness and manufacturability of conformal cooling as a next-generation battery thermal management strategy for high-performance and compact electric vehicle applications.
{"title":"Multi-objective optimization and experimental validation of a conformal battery cooling block","authors":"Seyda Ozbektas , Bilal Sungur , Furkan Mumcu , Alirıza Kaleli","doi":"10.1016/j.applthermaleng.2026.129898","DOIUrl":"10.1016/j.applthermaleng.2026.129898","url":null,"abstract":"<div><div>This study presents the design optimization, numerical modeling, and experimental validation of a novel conformal liquid cooling system developed for cylindrical lithium-ion battery modules. A genetic algorithm was employed to optimize the geometrical parameters of internal and external conformal cooling channels based on the criteria of maximum cell temperature (T<sub>max</sub>), maximum temperature difference (ΔT<sub>max</sub>), and pressure drop (ΔP). The final design, manufactured via additive methods, was integrated into a 3 × 3 Aspilsan INR18650A28 battery module and tested experimentally under a 5C discharge rate and ≈0.0083 kg/s flow rate. Experimental results demonstrated effective thermal regulation, with a maximum temperature (T<sub>max</sub>) of 27.44 °C. Numerical simulations under the same conditions yielded a T<sub>max</sub> of 25.69 °C, indicating a strong correlation with experimental data. Additional numerical studies based on the MSMD model revealed that the system maintained temperatures below 25 °C for 5C, ∼31 °C for 7C, and below 40 °C for 9C, confirming robust thermal control across a range of operating conditions. Furthermore, variations in coolant inlet temperature (5 °C, 15 °C, and 25 °C) significantly affected average cell temperatures but had minimal impact on thermal uniformity, with ΔT<sub>max</sub> remaining below 0.51 °C in all scenarios. Compared to existing BTMS designs in the literature, the proposed conformal system delivered superior performance in both T<sub>max</sub> and ΔT<sub>max</sub> metrics under high discharge rates. These results validate the effectiveness and manufacturability of conformal cooling as a next-generation battery thermal management strategy for high-performance and compact electric vehicle applications.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129898"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129935
Lanqing Qiao , Jianyu Tan , Qingzhi Lai , Wei Zeng , Junming Zhao
In steam generators (SGs), heat transfer tubes are about 1 mm thick and operate under severe conditions. Therefore, preventive tube plugging is routinely applied to limit tube failure risk. However, most studies of SG tube plugging still rely on one-dimensional system codes, which cannot capture the impact of plugged-tube distribution on three-dimensional thermal–hydraulic performance. In this study, a three-dimensional primary–secondary coupled heat-transfer model is developed for tube plugging conditions. After validation, the effects of plugging location and plugging ratio on the thermal–hydraulic characteristics of the CAP1400 SG are systematically investigated. The tube bundle region is modeled as a porous medium, and the plugged tubes are represented in the cross-section by an annular region. A mesh-mapping method is proposed to enable robust coupled heat-transfer calculations between the two nonconformal sides. The results show that SG thermal power and outlet steam mass flow decrease as the plugged region moves outward and as the plugging ratio increases. Tube plugging has little effect on the secondary-side pressure drop, whereas the primary-side pressure drop increases with plugging ratio. At a plugging ratio of 20%, SG thermal power and outlet steam flow decrease by up to 7.20% and 6.43%, respectively, while the primary-side pressure drop increases by up to 36.36% relative to the normal condition. This study conducts the first systematic numerical study of tube plugging in the CAP1400 SG. The results support the safe operation of CAP1400 units and provide a modelling framework for future digital-twin studies of nuclear power systems.
{"title":"Tube plugging effects on the thermal–hydraulic characteristics of a CAP1400 steam generator with a three-dimensional primary–secondary coupled heat-transfer model","authors":"Lanqing Qiao , Jianyu Tan , Qingzhi Lai , Wei Zeng , Junming Zhao","doi":"10.1016/j.applthermaleng.2026.129935","DOIUrl":"10.1016/j.applthermaleng.2026.129935","url":null,"abstract":"<div><div>In steam generators (SGs), heat transfer tubes are about 1 mm thick and operate under severe conditions. Therefore, preventive tube plugging is routinely applied to limit tube failure risk. However, most studies of SG tube plugging still rely on one-dimensional system codes, which cannot capture the impact of plugged-tube distribution on three-dimensional thermal–hydraulic performance. In this study, a three-dimensional primary–secondary coupled heat-transfer model is developed for tube plugging conditions. After validation, the effects of plugging location and plugging ratio on the thermal–hydraulic characteristics of the CAP1400 SG are systematically investigated. The tube bundle region is modeled as a porous medium, and the plugged tubes are represented in the cross-section by an annular region. A mesh-mapping method is proposed to enable robust coupled heat-transfer calculations between the two nonconformal sides. The results show that SG thermal power and outlet steam mass flow decrease as the plugged region moves outward and as the plugging ratio increases. Tube plugging has little effect on the secondary-side pressure drop, whereas the primary-side pressure drop increases with plugging ratio. At a plugging ratio of 20%, SG thermal power and outlet steam flow decrease by up to 7.20% and 6.43%, respectively, while the primary-side pressure drop increases by up to 36.36% relative to the normal condition. This study conducts the first systematic numerical study of tube plugging in the CAP1400 SG. The results support the safe operation of CAP1400 units and provide a modelling framework for future digital-twin studies of nuclear power systems.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129935"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129945
HaoLong Dong , Chen Gao , Xiang Wu , Mei Su , Kun Zhang , Lin Chen , KeWei Song
The wavy plate-fin heat exchanger (WPFHE) is pivotal in industries like energy and chemical engineering due to its compactness and efficiency. However, further enhancing its thermo-hydraulic performance remains a critical challenge. To enhance the energy utilization efficiency and heat transfer performance of the WPFHE, this study introduces a novel design of wavy fins integrated with ellipsoidal protrusions/dimples, which act as vortex generators to intensify fluid disturbance and secondary flow. A three-dimensional numerical simulation was conducted to evaluate the impact of the protrusion/dimple attack angle (β) on performance. The results show that the use of protrusions/dimples effectively disturbs the fluid flow within the wavy channel, enhances the intensity of secondary flow (Se), and achieves significant heat transfer enhancement. The ellipsoidal protrusions/dimples increase the channel's Se(x,z) by 21.83%–31.54%, and Nu by 3.41%–62.98%, in comparison to the corresponding wavy channel without vortex generators. The channel's thermal performance factor (JF) peaks at 1.473 when the attack angle is optimally set to β = 60°. Compared with the delta-shaped winglet vortex generators typically studied in the literature, the ellipsoidal protrusions/dimples exhibit a maximum increase in JF of 20.24%. The findings of this study serve as a reference for determining the optimal β of ellipsoidal protrusions/dimples in the design of WPFHE. Fitting correlation formulas for Nu, f, and JF are given for chemical industry reference with maximum error values less than ±5%, ±8%, and ± 3%, respectively.
{"title":"Boosting thermo-hydraulic performance in wavy plate-fin heat exchangers through ellipsoidal protrusions/dimples functioning as vortex generators","authors":"HaoLong Dong , Chen Gao , Xiang Wu , Mei Su , Kun Zhang , Lin Chen , KeWei Song","doi":"10.1016/j.applthermaleng.2026.129945","DOIUrl":"10.1016/j.applthermaleng.2026.129945","url":null,"abstract":"<div><div>The wavy plate-fin heat exchanger (WPFHE) is pivotal in industries like energy and chemical engineering due to its compactness and efficiency. However, further enhancing its thermo-hydraulic performance remains a critical challenge. To enhance the energy utilization efficiency and heat transfer performance of the WPFHE, this study introduces a novel design of wavy fins integrated with ellipsoidal protrusions/dimples, which act as vortex generators to intensify fluid disturbance and secondary flow. A three-dimensional numerical simulation was conducted to evaluate the impact of the protrusion/dimple attack angle (<em>β</em>) on performance. The results show that the use of protrusions/dimples effectively disturbs the fluid flow within the wavy channel, enhances the intensity of secondary flow (<em>Se</em>), and achieves significant heat transfer enhancement. The ellipsoidal protrusions/dimples increase the channel's <em>Se</em>(<em>x,z</em>) by 21.83%–31.54%, and <em>Nu</em> by 3.41%–62.98%, in comparison to the corresponding wavy channel without vortex generators. The channel's thermal performance factor (<em>JF</em>) peaks at 1.473 when the attack angle is optimally set to <em>β</em> = 60°. Compared with the delta-shaped winglet vortex generators typically studied in the literature, the ellipsoidal protrusions/dimples exhibit a maximum increase in <em>JF</em> of 20.24%. The findings of this study serve as a reference for determining the optimal <em>β</em> of ellipsoidal protrusions/dimples in the design of WPFHE. Fitting correlation formulas for <em>Nu</em>, <em>f</em>, and <em>JF</em> are given for chemical industry reference with maximum error values less than ±5%, ±8%, and ± 3%, respectively.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129945"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129804
Sheng Huang , Zerui Peng , Yongcai Li , Jun Lu , Zhihao Wang , Shihan Deng , Wuyan Li
To enhance the all-weather ventilation performance of solar chimneys, this study developed a numerical model of a tilted solar chimney integrated with phase-change material (PCM-SC) considering the multi-physics coupled heat transfer. The research focused on four critical parameters: tilt angle, heat flux density, air convective boundary conditions, and embedding fins, revealing the thermal and ventilation performance of the PCM-SC under multi-physics coupling effects. Key findings include: under tilt angle of 45°, the SC achieved the maximum ventilation rate (increasing by 30.8% and 12.3% compared to 30° and 60°, respectively), and the PCM acquired optimal phase-change cycle efficiency. Increasing the heat flux by 200 W/m² reduced the melting time of PCM by 27.5% but negligibly influenced on solidification time. Flow field analysis revealed that natural convection intensity evolved nonlinearly during phase change process, peaking at a liquid fraction of 0.6, while solidification exhibited stratified heat transfer characteristics. Air convective boundaries enhanced the heat transfer efficiency in late-stage melting period by 42%. Integrating three bottom fins reduced the melting time by 18.4%, and the improvement stemmed from simultaneously expanding heat transfer area and phase-change interfaces.
{"title":"Research on multi-physics coupled heat transfer enhancement of the tilted solar chimney with phase change material","authors":"Sheng Huang , Zerui Peng , Yongcai Li , Jun Lu , Zhihao Wang , Shihan Deng , Wuyan Li","doi":"10.1016/j.applthermaleng.2026.129804","DOIUrl":"10.1016/j.applthermaleng.2026.129804","url":null,"abstract":"<div><div>To enhance the all-weather ventilation performance of solar chimneys, this study developed a numerical model of a tilted solar chimney integrated with phase-change material (PCM-SC) considering the multi-physics coupled heat transfer. The research focused on four critical parameters: tilt angle, heat flux density, air convective boundary conditions, and embedding fins, revealing the thermal and ventilation performance of the PCM-SC under multi-physics coupling effects. Key findings include: under tilt angle of 45°, the SC achieved the maximum ventilation rate (increasing by 30.8% and 12.3% compared to 30° and 60°, respectively), and the PCM acquired optimal phase-change cycle efficiency. Increasing the heat flux by 200 W/m² reduced the melting time of PCM by 27.5% but negligibly influenced on solidification time. Flow field analysis revealed that natural convection intensity evolved nonlinearly during phase change process, peaking at a liquid fraction of 0.6, while solidification exhibited stratified heat transfer characteristics. Air convective boundaries enhanced the heat transfer efficiency in late-stage melting period by 42%. Integrating three bottom fins reduced the melting time by 18.4%, and the improvement stemmed from simultaneously expanding heat transfer area and phase-change interfaces.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129804"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146045181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-24DOI: 10.1016/j.applthermaleng.2026.129900
Ying Zhang, Jianing Wang, Yongfei Ma, Hang Yu, Binbin Mao
The circulating current generated after thermal runaway (TR) in a parallel-connected battery module significantly exacerbates associated hazards, including easier ignition and faster TR propagation, which received insufficient attention in prior research. This study first reveals the fundamental reason why circulating currents act as a module-level ignition source, and establishes an Electro-Thermal-Flame multidimensional barrier strategy for TR propagation. Parallel configurations increase ignition probability from 0% (open-circuit) to 81.8%, and shorten the TR propagation time between cells by 500 s. When the first cell fell into short-circuited and TR in a local-heated battery module, a high-rate current (∼10C) flows through both cells simultaneously. This current induces Joule heating at the tabs of the adjacent cell, leading to mechanical loosening via thermal expansion (≥660 °C) and internal gas pressure. Arcing and sparks occur due to intermittent contact within the circuit, resulting in initial flame emergence at the tabs of the adjacent cell, igniting the electrolyte vapor. Notably, conventional single-dimension barriers fail to prevent TR propagation under circulating currents. To address this, a multidimensional TR barrier strategy is designed: a coupled approach utilizing aerogel, fusible links, and flame arresters that targets heat transfer, circulating current, and flame heating, respectively. This approach reduced 90% in the conductive heat transfer, 65% in electrical energy transfer, and 53% in flame heating. This integrates Electro-Thermal-Flame three-dimensional barrier system, based on the synergistic mechanism of passive insulation, active fusing, and radiation dissipation, significantly suppresses TR propagation in confined-space parallel modules.
{"title":"Ignition mechanism induced by circulating current in parallel-connected LiFePO₄ modules and an electro-thermal-flame multidimensional barrier strategy against thermal runaway propagation","authors":"Ying Zhang, Jianing Wang, Yongfei Ma, Hang Yu, Binbin Mao","doi":"10.1016/j.applthermaleng.2026.129900","DOIUrl":"10.1016/j.applthermaleng.2026.129900","url":null,"abstract":"<div><div>The circulating current generated after thermal runaway (TR) in a parallel-connected battery module significantly exacerbates associated hazards, including easier ignition and faster TR propagation, which received insufficient attention in prior research. This study first reveals the fundamental reason why circulating currents act as a module-level ignition source, and establishes an Electro-Thermal-Flame multidimensional barrier strategy for TR propagation. Parallel configurations increase ignition probability from 0% (open-circuit) to 81.8%, and shorten the TR propagation time between cells by 500 s. When the first cell fell into short-circuited and TR in a local-heated battery module, a high-rate current (∼10C) flows through both cells simultaneously. This current induces Joule heating at the tabs of the adjacent cell, leading to mechanical loosening via thermal expansion (≥660 °C) and internal gas pressure. Arcing and sparks occur due to intermittent contact within the circuit, resulting in initial flame emergence at the tabs of the adjacent cell, igniting the electrolyte vapor. Notably, conventional single-dimension barriers fail to prevent TR propagation under circulating currents. To address this, a multidimensional TR barrier strategy is designed: a coupled approach utilizing aerogel, fusible links, and flame arresters that targets heat transfer, circulating current, and flame heating, respectively. This approach reduced 90% in the conductive heat transfer, 65% in electrical energy transfer, and 53% in flame heating. This integrates Electro-Thermal-Flame three-dimensional barrier system, based on the synergistic mechanism of passive insulation, active fusing, and radiation dissipation, significantly suppresses TR propagation in confined-space parallel modules.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"289 ","pages":"Article 129900"},"PeriodicalIF":6.9,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}