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Thermal safety boundary of lithium-ion battery at different state of charge 被引量:1
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作者 Hang Wu Siqi chen +8 位作者 Yan Hong chengshan Xu Yuejiu Zheng Changyong Jin kaixin chen Yafei He Xuning Feng Xuezhe Wei Haifeng Dai 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第4期59-72,共14页
Thermal runaway(TR)is a critical issue hindering the large-scale application of lithium-ion batteries(LIBs).Understanding the thermal safety behavior of LIBs at the cell and module level under different state of charg... Thermal runaway(TR)is a critical issue hindering the large-scale application of lithium-ion batteries(LIBs).Understanding the thermal safety behavior of LIBs at the cell and module level under different state of charges(SOCs)has significant implications for reinforcing the thermal safety design of the lithium-ion battery module.This study first investigates the thermal safety boundary(TSB)correspondence at the cells and modules level under the guidance of a newly proposed concept,safe electric quantity boundary(SEQB).A reasonable thermal runaway propagation(TRP)judgment indicator,peak heat transfer power(PHTP),is proposed to predict whether TRP occurs.Moreover,a validated 3D model is used to quantitatively clarify the TSB at different SOCs from the perspective of PHTP,TR trigger temperature,SOC,and the full cycle life.Besides,three different TRP transfer modes are discovered.The interconversion relationship of three different TRP modes is investigated from the perspective of PHTP.This paper explores the TSB of LIBs under different SOCs at both cell and module levels for the first time,which has great significance in guiding the thermal safety design of battery systems. 展开更多
关键词 Lithium-ion battery Battery safety Thermal runaway State of charge Numerical analysis
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基于卷积神经网络的织物起球等级客观评定 被引量:2
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作者 占竹 卢开新 +1 位作者 陈霞 汪军 《棉纺织技术》 CAS 北大核心 2020年第12期1-5,共5页
探讨一种基于卷积神经网络的织物起球等级客观评定的方法。首先采集精梳毛织物起球标准样照扫描图像并提取出圆形起球区域,运用傅里叶变换技术和频域滤波去除织物纹理分量,在此基础上,对圆形起球区域进行分割采样得到子样本并制作训练... 探讨一种基于卷积神经网络的织物起球等级客观评定的方法。首先采集精梳毛织物起球标准样照扫描图像并提取出圆形起球区域,运用傅里叶变换技术和频域滤波去除织物纹理分量,在此基础上,对圆形起球区域进行分割采样得到子样本并制作训练集和测试集。然后建立一个由3个卷积层和2个全连接层组成的卷积神经网络用于起球等级的客观评定。研究了子样本尺寸对评定准确率的影响。结果表明:子样本尺寸为600 pixel×600 pixel时,评定准确率可达98.5%。认为:使用卷积神经网络模型来评定织物起球等级是可行的,并且可以达到实时性要求。 展开更多
关键词 起毛起球性能 图像处理 等级评定 卷积神经网络 训练集 像素 织物检测
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An Easily Operating Polymer 1×4 Optical Waveguide Switch Matrix Based on Vertical Couplers
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作者 kaixin chen Pak L Chu +1 位作者 Hau Ping Chan Kin S. Chiang 《Chinese Physics Letters》 SCIE CAS CSCD 2007年第6期1728-1730,共3页
A three-dimensional (3D) polymer thermo-optic (TO) 1 × 4 waveguide switch matrix based on vertical couplers is demonstrated. It consists of four basic 3D switch units and because of its 3D structure, its cons... A three-dimensional (3D) polymer thermo-optic (TO) 1 × 4 waveguide switch matrix based on vertical couplers is demonstrated. It consists of four basic 3D switch units and because of its 3D structure, its construction is compact, only 9 mm in length; moreover, the control logic of the entire switch is very simple, the light signal can be easily switched to any output port by operating only a single switch unit. The finished devices exhibit a switching extinction ratio greater than 21 dB for all of four output ports and the crosstalk between two adjacent output ports is lower than -19 dB. The rise time and the fall time of the switch matrix are 0.8ms and 1.4ms, respectively. The required electrical power to initiate the switching function for M1 switching units is about 50mW. 展开更多
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Highly Sensitive Refractive Index Sensor Based on Polymer Long-Period Waveguide Grating With Liquid Cladding 被引量:1
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作者 Lingfang WANG Keyu REN +1 位作者 Bao SUN kaixin chen 《Photonic Sensors》 SCIE EI CAS CSCD 2019年第1期19-24,共6页
We propose a novel structure and unique sensing mechanism bio-chemical sensor which is fabricated by a polymer long-period waveguide grating with the detection liquid directly as the waveguide cladding.Quantitative de... We propose a novel structure and unique sensing mechanism bio-chemical sensor which is fabricated by a polymer long-period waveguide grating with the detection liquid directly as the waveguide cladding.Quantitative detection is realized from analyzing the output absorption spectrum and resonant wavelength shift related to the liquid detection concentration.The proposed polymer long-period waveguide grating based liquid refractive-index sensor is developed experimentally,the high sensitivity of 1.01×10^4nm/RIU is achieved,and the temperature stability coefficient is 1.47nm/℃.Theoretically and experimentally,this work has been demonstrated to have potential application in chemical and biological detections and may provide an important technical support for solving today's increasingly serious civil problems such as food safety and drug safety, which will also have the important scientific significance and application prospects. 展开更多
关键词 Optical sensor POLYMER WAVEGUIDES long-period WAVEGUIDE GRATINGS LIQUID CLADDING
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Low-Cost and Highly Sensitive Liquid Refractive Index Sensor Based on Polymer Horizontal Slot Waveguide
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作者 Xiaoxia MA kaixin chen +1 位作者 Jieyun WU Lingfang WANG 《Photonic Sensors》 SCIE EI CSCD 2020年第1期7-15,共9页
We analyze and explore the potential of using a polymer horizontal slot waveguide as light-analyte interactive region to implement a low-cost and highly sensitive liquid refractive index sensor.Numerical analysis show... We analyze and explore the potential of using a polymer horizontal slot waveguide as light-analyte interactive region to implement a low-cost and highly sensitive liquid refractive index sensor.Numerical analysis shows that the optimized polymer horizontal slot waveguide is able to realize high waveguide sensitivity.With the optimized horizontal slot waveguide,polymer liquid refractive index sensors based on Mach-Zehnder interferometer(MZI)and microring resonator(MRR)are then investigated numerically,and the results show that the MZI-based sensor can achieve high sensitivity of 17024 nm/RIU and low limit of detection(LOD)of 1.76´10^(-6) RIU while the MRR-based sensor can achieve the sensitivity of 177 nm/RIU and the LOD of 1.69´10^(-4) RIU with a very small footprint.Compared with the sensors employing conventional silicon or silicon nitride vertical slot waveguide,the sensors employing polymer horizontal slot waveguide exhibit comparable performances but simpler and lower fabrication costs. 展开更多
关键词 Integrated optics devices polymer waveguides SENSORS WAVEGUIDES
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