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Experimental Study on Condensation Heat Transfer Performance of Hydrophilic/Hydrophobic Microstructured 亲/疏水微结构的冷凝换热性能实验研究
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2636/1/012048
Zhiwei He, Enlong Wen, Tao Wang, Chao Huang, Shujie Li, Ruhua Cai
Abstract In order to study the condensation and heat transfer characteristics of similar microstructure surfaces, two similar microstructure surfaces, cylindrical and circular, were fabricated by femtosecond laser technology on a 0.5 mm silicon wafer. The cylindrical surface is superhydrophobic when the contact angle is more than 150°, and the circular surface is hydrophilic when the contact angle is less than 90°. The difference in condensation heat transfer characteristics between superhydrophobic and hydrophilic microstructures was analyzed, and a visual condensation experimental platform was built. Experimental research showed that: At the same flow rate, the heat transfer coefficient of the superhydrophobic surface and the hydrophilic surface decreases significantly with the increase of the surface subcooling degree, but the heat transfer coefficient of the cylindrical surface is still much larger than that of the circular surface. In addition, the heat transfer performance of the hydrophobic microstructure surface is better than that of the hydrophilic surface at medium and high-speed cooling water flow rates. Although the surface microstructures are similar in shape, the heat transfer performance of cylindrical microstructures is much better than that of circular microstructures under the same conditions, and the heat flux of cylindrical microstructures is 2.2 times that of circular microstructures.
摘要为了研究相似微结构表面的凝结和传热特性,利用飞秒激光技术在0.5 mm硅片上制备了圆柱形和圆形两个相似微结构表面。当接触角大于150°时,圆柱形表面是超疏水的,当接触角小于90°时,圆形表面是亲水的。分析了超疏水与亲水微观结构的冷凝换热特性差异,搭建了可视化冷凝实验平台。实验研究表明:在相同流量下,超疏水表面和亲水表面的换热系数随着表面过冷度的增加而显著降低,但圆柱形表面的换热系数仍然远大于圆形表面。此外,在中高速冷却水流量下,疏水微观结构表面的换热性能优于亲水性表面。尽管表面微结构形状相似,但在相同条件下,圆柱形微结构的传热性能远优于圆形微结构,其热流密度是圆形微结构的2.2倍。
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引用次数: 0
RGB and LiDAR Fusion-based 3D Semantic Segmentation for Autonomous Driving 基于RGB和LiDAR融合的自动驾驶3D语义分割
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2632/1/012034
Jianguo Liu, Zhiling Jia, Gongbo Li, Fuwu Yan, Youhua Wu, Yunfei Sun
Abstract Projection-based multimodal 3D semantic segmentation methods suffer from information loss during the point cloud projection process. This issue becomes more prominent for small objects. Moreover, the alignment of sparse target features with the corresponding object features in the camera image during the fusion process is inaccurate, leading to low segmentation accuracy for small objects. Therefore, we propose an attention-based multimodal feature alignment and fusion network module. This module aggregates features in spatial directions and generates attention matrices. Through this transformation, the module could capture remote dependencies of features in one spatial direction. This helps our network precisely locate objects and establish relationships between similar features. It enables the adaptive alignment of sparse target features with the corresponding object features in the camera image, resulting in a better fusion of the two modalities. We validate our method on the nuScenes-lidar seg dataset. Our CAFNet achieves an improvement in segmentation accuracy for small objects with fewer points compared to the baseline network, such as bicycles (6% improvement), pedestrians (2.1% improvement), and traffic cones (0.9% improvement).
基于投影的多模态三维语义分割方法在点云投影过程中存在信息丢失的问题。这个问题对于小对象来说更加突出。此外,在融合过程中,稀疏目标特征与相机图像中相应目标特征的对齐不准确,导致小目标的分割精度较低。因此,我们提出了一个基于注意力的多模态特征对齐与融合网络模块。该模块聚合空间方向上的特征,生成注意力矩阵。通过这种转换,该模块可以在一个空间方向上捕获特征的远程依赖关系。这有助于我们的网络精确定位对象,并在相似特征之间建立关系。它可以使稀疏目标特征与相机图像中相应的目标特征自适应对齐,从而更好地融合两种模态。我们在nuScenes-lidar seg数据集上验证了我们的方法。与基线网络相比,我们的CAFNet在点较少的小物体上实现了分割精度的提高,例如自行车(提高6%),行人(提高2.1%)和交通锥(提高0.9%)。
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引用次数: 0
Power Equalization Strategy Based on Adaptive Virtual Impedance 基于自适应虚拟阻抗的功率均衡策略
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2632/1/012018
Xiong Lv, Baoge Zhang, Hao Tian, Yongquan Ren, Fuhong Cui
Abstract Due to the differences in the line resistance of each distributed generation unit, conventional sag control does not allow for precise distribution of power, which also reduces the problem of system reactive power accuracy. To address this problem, this paper analyzes the power equalization and distribution conditions. A method for adaptive adjustment of virtual resistance by system output power feedback is submitted. Reducing the variance among the original line resistances aims to solve the problem of power not being evenly divided and improve the equalization of reactive power. By building a Simulink parallel simulation model of the inverter, it is verified that the power feedback-based fetching and the improved droop control is effective.
摘要由于各分布式发电机组的线路电阻存在差异,常规的暂降控制无法实现功率的精确分配,也降低了系统无功功率精度的问题。针对这一问题,本文分析了电力均衡和分配条件。提出了一种利用系统输出功率反馈自适应调整虚电阻的方法。减小原始线路电阻之间的方差是为了解决功率分配不均匀的问题,提高无功功率的均衡性。通过建立逆变器的Simulink并行仿真模型,验证了基于功率反馈的抓取和改进的下垂控制的有效性。
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引用次数: 0
Simulation Analysis Based on COMSOL Helicopter Time-domain Aeromagnetic Method 基于COMSOL直升机时域航磁法的仿真分析
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2636/1/012033
Rui Su, Yiming Zhang, Dong Zhang, Junxia Gao
Abstract This paper takes the time-domain aeromagnetic system as the research object and uses the finite element software COMSOL Multiphysics 6.0 to establish the three-dimensional system model. By comparing the COMSOL Multiphysics forward simulation solution with the one-dimensional numerical solution, it verifies that the COMSOL software meets the simulation accuracy requirements of the three-dimensional time-domain aeromagnetic method, and focuses on the analysis of the transient response at different flight altitudes is also analyzed. Based on the analysis of this paper, a set of aeromagnetic parameters with high detection capability is determined for engineering practice, and a test of the system is completed.
本文以时域航磁系统为研究对象,利用有限元软件COMSOL Multiphysics 6.0建立系统三维模型。通过COMSOL多物理场正演仿真解与一维数值解的比较,验证了COMSOL软件满足三维时域航磁法的仿真精度要求,并重点分析了不同飞行高度下的瞬态响应。在分析的基础上,确定了一套具有较高检测能力的航磁参数,用于工程实践,并对系统进行了测试。
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引用次数: 0
A Novel Temperature Compensation Method for Surface Strain of Cylindrical Lithium-ion Batteries 圆柱形锂离子电池表面应变的温度补偿方法
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2636/1/012002
Rong Yao Sun, Lei Mao
Abstract In order to ensure the safe operation of lithium-ion batteries, real-time monitoring of battery status is necessary. The surface strain signal of lithium-ion batteries has the potential to evaluate the battery’s state, but it is significantly affected by temperature. Generally, measuring the battery surface temperature and the thermal expansion coefficient can be performed to quantify and eliminate the influence of temperature on strain, but this increases the cost and complexity of strain measurement. This article proposes a method that eliminates the need to measure the battery temperature and material parameters. By simultaneously measuring the circumferential and axial strains on the battery surface and calculating their difference, the influence of temperature on strain can be minimized. Furthermore, the effectiveness of the proposed method is experimentally tested. Results demonstrate that after applying temperature compensation to commercial lithium-ion batteries, the influence of temperature on strain can be reduced from 16.4 ppm/°C to 1.7 ppm/°C. The strain no longer exhibits sensitivity to current, making it more suitable for evaluating the state of lithium-ion batteries.
摘要为了保证锂离子电池的安全运行,需要对电池状态进行实时监控。锂离子电池的表面应变信号具有评估电池状态的潜力,但受温度影响较大。通常可以通过测量电池表面温度和热膨胀系数来量化和消除温度对应变的影响,但这增加了应变测量的成本和复杂性。本文提出了一种无需测量电池温度和材料参数的方法。通过同时测量电池表面的周向应变和轴向应变并计算其差值,可以最小化温度对应变的影响。最后,通过实验验证了该方法的有效性。结果表明,对商用锂离子电池进行温度补偿后,温度对应变的影响可以从16.4 ppm/°C降低到1.7 ppm/°C。该应变不再表现出对电流的敏感性,使其更适合评估锂离子电池的状态。
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引用次数: 0
Digitization of production line equipment of rail transit vehicles based on index and model 基于指标和模型的轨道交通车辆生产线设备数字化研究
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2632/1/012031
Hongyue Zhang, Jie Chang
Abstract In the process of digital transformation of rail transit vehicles, the digitalization of production line equipment is an important content. Starting from the whole life cycle business of production line equipment, this paper improves the existing production line equipment index system, proposes the production line equipment data acquisition model, describes the equipment portrait, proposes the comprehensive evaluation system based on the equipment index model, and further explores the digital twin architecture of production line equipment based on the integration of multiple models. Improve the digital level of rail transit vehicle manufacturing production line equipment.
在轨道交通车辆数字化改造过程中,生产线设备的数字化是一项重要内容。本文从生产线设备全生命周期业务出发,对现有生产线设备指标体系进行改进,提出了生产线设备数据采集模型,描述了设备画像,提出了基于设备指标模型的综合评价体系,并进一步探索了基于多模型集成的生产线设备数字孪生体系结构。提高轨道交通车辆制造生产线设备数字化水平。
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引用次数: 0
Regional electrical energy substitution potential prediction based on time series and improved back propagation neural network 基于时间序列和改进的反向传播神经网络的区域电能替代电位预测
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2636/1/012029
Ziwen Cai, Yutao Xu, Yong Xiao, Dunhui Chen, Yun Zhao, Zhukui Tan
Abstract A combined time-series-based regression forecasting and GRA-IPSO-BP structure is proposed to forecast the electricity replacement forecasts using a time series model based on the triple exponential smoothing forecasting method. The forecast results are corrected using the GRA-IPSO-BP structure. The results of the algorithm show that using a combination of time series and GRA-IPSO-BP structure can significantly improve the forecasting accuracy of electricity replacement compared to single-method forecasting.
摘要提出了一种基于时间序列的回归预测与GRA-IPSO-BP结构相结合的预测方法,利用基于三指数平滑预测方法的时间序列模型预测电力替代预测。利用GRA-IPSO-BP结构对预测结果进行了校正。算法结果表明,与单一方法预测相比,将时间序列与GRA-IPSO-BP结构相结合可以显著提高电力替代的预测精度。
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引用次数: 0
Characteristics of Fly Ash as a Constituent Material for Geopolymer 粉煤灰作为地聚合物组成材料的特性研究
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2623/1/012005
N Chairunnisa, N H Haryanti, R Nurwidayati, A Y Pratiwi, Y Arnandha, Y Saputra, N Hazizah
Abstract Fly ash waste from the Asam-Asam Power Plant in South Kalimantan continues to increase. Various attempts have been made to utilize fly ash waste, among others. as a basic material for making geopolymers. Geopolymer is environmentally friendly because it replaces all cement with high Silica (Si) and Alumina (Al) wastes such as fly ash. This study aims to characterize fly ash as a raw material of geopolymer. Fly ash was filtered using 200 mesh and then heated in an oven at 105°C for 24 hours. The prepared fly ash was then tested for physical properties and compound analysis using XRF, identification of chemical bonds and functional groups using FTIR, morphology, and elements using SEM EDX. Initial and final setting time was investigated using the Vicat apparatus to determine e whether cement is undergoing proper hydration. The results indicated that the fly ash was classified to class F. That was based on the amount of SiO 2 + Al 2 O 3 + Fe 2 O 3 of 85.91%, and the CaO content was less than 10%. Moreover, fly ash’s initial and final setting time was 1072.5 and 3180 minutes, respectively. Fly ash in this research can be used as a raw material for geopolymers.
南加里曼丹的阿萨姆-阿萨姆电厂的粉煤灰废物持续增加。人们在利用粉煤灰废物等方面进行了各种尝试。作为制造地聚合物的基本材料。地聚合物是环保的,因为它取代了所有的水泥与高硅(Si)和氧化铝(Al)废物,如粉煤灰。本研究旨在研究粉煤灰作为地聚合物原料的特性。粉煤灰用200目过滤,然后在105℃的烤箱中加热24小时。然后用XRF测试制备的粉煤灰的物理性质和化合物分析,用FTIR识别化学键和官能团,用SEM EDX测试形貌和元素。用Vicat仪器研究了水泥的初凝和终凝时间,以确定水泥是否处于适当的水化状态。结果表明,该粉煤灰的sio2 + al2o3 + fe2o3含量为85.91%,CaO含量小于10%,属于f级。粉煤灰初凝时间为1072.5 min,终凝时间为3180 min。本研究的粉煤灰可作为地聚合物的原料。
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引用次数: 0
Design and engineering application of a new type of copper bar-embedded metering box based on DFA theory 一种基于DFA理论的新型铜棒嵌入式计量箱的设计与工程应用
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2636/1/012008
Zhiru Chen, Xi Zhao, Zhi Zhang, Zhen Jing
Abstract Based on the design theory that products can be assembled, the optimal design of the electric energy metering box in the embedded copper bar and other aspects is realized, the product wiring is standardized and concealed, the assembly method is optimized, the assembly difficulty is greatly reduced, several problems in cost and quality are solved in industrial design, and objective score data from experts are obtained through perceptual experiments. It provides a new design method and evaluation idea for the field of power measurement and has great popularization value.
摘要基于产品可组装的设计理论,实现了电能计量箱在嵌入式铜排等方面的优化设计,使产品布线标准化、隐藏化,优化了装配方式,大大降低了装配难度,解决了工业设计中成本和质量方面的若干问题,并通过感性实验获得了专家的客观评分数据。为功率测量领域提供了一种新的设计方法和评价思路,具有很大的推广价值。
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引用次数: 0
Lead-free Perovskites TlGeClxBr3-x (x=0,1,2,3) as Promising Materials for Solar Cell Application: a DFT Study 无铅钙钛矿TlGeClxBr3-x (x=0,1,2,3)作为太阳能电池材料的DFT研究
Q1 OPTICS Pub Date : 2023-11-01 DOI: 10.1088/1742-6596/2623/1/012002
R K Pingak, A Z Johannes, N U J Hauwali, U A Deta
Abstract This study investigates the structural parameters and the electronic properties of cubic TlGeCl x Br 3-x (x=0,1,2,3) lead-free perovskites to evaluate their potential as absorbers in perovskite solar cell devices. Density Functional Theory (DFT) embedded in the Quantum Espresso code was used to calculate these properties. The results revealed that the compounds have optimized lattice constants of 5.244 Å, 5.336 Å, 5.416 Å, and 5.501 Å, for TlGeCl 3 , TlGeCl 2 Br, TlGeClBr 2 , and TlGeBr 3 perovskites, respectively. In addition, the compounds are direct band gap (R → R) semiconductors with energy gap values of 0.847 eV, 0.683 eV, 0.556 eV, and 0.518 eV for the respective materials. It is important to note that the band gap of the perovskites reduces as a Cl − ion, two and three Cl − ions are replaced by a Br − ion, two and three Br − ions, respectively. The analysis of their projected density of states indicated that near the valence band maximum of the perovskites, Cl-3p and Br-4p states contributes the most to their total DOS. In contrast, the Ge-4p orbital is the most dominant state close to the conduction band minimum. Based on these energy gap values, the studied materials are promising candidates for lead-free perovskite solar cell devices, with TlGeBr 3 projected to be more promising than the other three materials.
摘要本研究研究了立方TlGeCl x br3 -x (x=0,1,2,3)无铅钙钛矿的结构参数和电子性能,以评估其作为钙钛矿太阳能电池器件吸收剂的潜力。利用嵌入在Quantum Espresso代码中的密度泛函理论(DFT)来计算这些性质。结果表明,该化合物对tlgecl3、tlgecl2br、tlgeclbr2和tlgebr3钙钛矿的最佳晶格常数分别为5.244 Å、5.336 Å、5.416 Å和5.501 Å。此外,化合物是直接带隙(R→R)半导体,各自材料的能带值分别为0.847 eV, 0.683 eV, 0.556 eV和0.518 eV。值得注意的是,钙钛矿的带隙随着一个Cl -离子、两个和三个Cl -离子分别被一个Br -离子、两个和三个Br -离子取代而减小。钙钛矿的投影态密度分析表明,在价带最大值附近,Cl-3p和Br-4p态对总DOS的贡献最大。相反,Ge-4p轨道是最主要的状态,接近导带最小值。基于这些能隙值,所研究的材料是无铅钙钛矿太阳能电池器件的有希望的候选材料,其中tlgebr3预计比其他三种材料更有前途。
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引用次数: 0
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Journal of Physics-Photonics
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