Study of the effect of flow frames on the performance of a 10 kW 40 kWh vanadium redox flow battery using a multi-scale model

Junhong LIN¹, Zihao MA², Shaojun LIU¹, Hao SONG¹, Guoneng LI³, Weihong WU¹, Chenghang ZHENG¹, Xiang GAO¹

DOI: 10.1631/jzus.A2400544 Downloaded: 5233 Clicked: 6940 Cited: 0 Commented: 1336(p.) <Full Text>

Impact of heterogeneous electrode design on vanadium redox flow batteries with different flow fields

Jie SUN¹, Menglian ZHENG^2,3, Mengxin YU¹, Jinbo CHEN¹, Jianxin LI¹, Changxing HU¹

DOI: 10.1631/jzus.A2500239 Downloaded: 2341 Clicked: 1828 Cited: 0 Commented: 0(p.) <Full Text>

A thermal management strategy for hybrid electric drive tracked vehicles considering system safety and energy consumption based on the GMA-TD3-MPC algorithm

Xiao ZHENG, Junliang ZHAO, Yuchao YAN, Zhentao LIU

DOI: 10.1631/jzus.A2500493 Downloaded: 1400 Clicked: 1221 Cited: 0 Commented: 0(p.) <Full Text>

Data-driven neural surrogates for ReaxFF molecular dynamics simulations in engine-relevant combustion chemistry

Yuchao YAN¹, Qiao HUANG², Tianfang XIE³, Jinlong LIU¹

DOI: 10.1631/jzus.A2500457 Downloaded: 2249 Clicked: 1599 Cited: 0 Commented: 0(p.) <Full Text>

Hierarchical learning method for array flow field prediction integrated with deep neural network

Shanxun SUN¹, Zijiang XU¹, Zhuoheng WANG¹, Shuangshuang CUI², Ting HE¹, Yang CAI¹

DOI: 10.1631/jzus.A2500344 Downloaded: 1036 Clicked: 1298 Cited: 0 Commented: 0(p.) <Full Text>

Modeling and priority based control of a bio-inspired hybrid actuation underwater robot with soft universal joint framework

Junhao ZHANG¹, Jiancheng YU¹, Yinglong CHEN², Yu TIAN¹, Qi ZHANG¹, Jie SUN¹, Xiaolong YU^1,3, Shilong LI⁴, and Yongjun GONG²

DOI: 10.1631/jzus.A2500507 Downloaded: 824 Clicked: 1233 Cited: 0 Commented: 0(p.) <Full Text>

An optimization scheduling strategy for electric-heat-hydrogen integrated energy systems based on memory-enhanced deep reinforcement learning

Zhongli BAI^1,2, Qiang GAO^1,2,3, Hongzhi ZHANG^1,2, Junjie LIU^1,2, Yuehui JI^1,2, Yu SONG^1,2, Xu CHENG^1,4

DOI: 10.1631/jzus.A2500598 Downloaded: 1064 Clicked: 906 Cited: 0 Commented: 0(p.) <Full Text>

High-sensitivity flexible iontronic pressure sensor for pulse signal detection and underwater intelligent communication

Menghui XIANG^1,2*, Cong ZHAI^2*, Congcong HAO^3*, Guirong WU¹, Jin CHAI^2,4, Yunlong ZHAO¹, Zekai HUANG¹, Bin YAO^1,2, Heying ZHANG³, Mengran LIU⁵, Lei NIE⁵, Xiewen WEN⁶, Chenyang XUE^1,2, Libo GAO¹

DOI: 10.1631/jzus.A2500648 Downloaded: 1050 Clicked: 1203 Cited: 0 Commented: 0(p.) <Full Text>

A model for predicting the state of health of redox flow batteries based on an extreme learning machine model and swarm intelligence algorithm

Lei ZHANG^1,2, Zebo HUANG³, Guo'an YANG², Fengming CHU^1,2

DOI: 10.1631/jzus.A2500461 Downloaded: 1004 Clicked: 979 Cited: 0 Commented: 0(p.) <Full Text>

Physics-informed deep learning for data-efficient and robust PV power forecasting

Chang HUANG¹, Xuanbin HUANG¹, Jinmin GUO², Zhuo CAO¹, Ting HE¹,Wentao SHANG¹

DOI: 10.1631/jzus.A2500582 Downloaded: 1221 Clicked: 1074 Cited: 0 Commented: 0(p.) <Full Text>

Flow structure and mixing characteristics of a transverse jet in supersonic crossflow under varied boundary layers

Yanhui ZHAO¹, Zhenfeng WANG², Shunping ZHANG¹, Shimao WANG², Xuechen LI², Ye TIAN²

DOI: 10.1631/jzus.A2500490 Downloaded: 814 Clicked: 797 Cited: 0 Commented: 0(p.) <Full Text>

Performance analysis and optimization of staggered fin heat exchangers under varying altitudes using machine learning

Kai ZHAO^1,2, Chunming SHAO¹, Xiaoxia SUN¹, Yuanqing XIA², Qiangqiang LI¹, Lili SHEN¹, Min LIN¹, Zhi LI³

DOI: 10.1631/jzus.A2500474 Downloaded: 867 Clicked: 566 Cited: 0 Commented: 0(p.) <Full Text>

Mechanism-enhanced multitask distillation for predictive, interpretable design of biomass-based activated carbons

Peng ZHAO¹, Jiahui ZHOU², Guangyao LI^1,3, Hao YU^1,3, Dongxu JI³, Takahiko MIYAZAKI^1,4, Kyaw THU^1,4

DOI: 10.1631/jzus.A2500628 Downloaded: 909 Clicked: 561 Cited: 0 Commented: 0(p.) <Full Text>

Utility-grade safety intelligence for thermal power: knowledge-graph-augmented multimodal monitoring

Xinrong YAN^1,2, Chongbo ZHOU¹, Jiaxu QIAN³, Zhengtao DING¹

DOI: 10.1631/jzus.A2500399 Downloaded: 633 Clicked: 377 Cited: 0 Commented: 0(p.) <Full Text>

A subbranch circuit approach for controlling neuronal dynamics in a memristive Josephson system

Ying XU¹, Fuqiang WU²

DOI: 10.1631/jzus.A2600078 Downloaded: 483 Clicked: 441 Cited: 0 Commented: 0(p.) <Full Text>

Bi-level collaborative optimization for unmanned aerial vehicle logistics hub location and delivery routing

Zhenhe YU¹, Xiuguo ZOU¹, Li LI²

DOI: 10.1631/jzus.A2500615 Downloaded: 602 Clicked: 441 Cited: 0 Commented: 0(p.) <Full Text>

Integrating artificial intelligence in the lifecycle evolution of district heating networks: challenges and opportunities

Xu ZHOU^1,2*, Songjie WANG^1*, Yanhao FENG³, Xueru LIN¹, Wenxuan GUO¹, Nan ZHANG¹, Lingkai ZHU⁴, Wei ZHONG^1,5, Zitao YUsup>1,⁵, Xingtao TIAN⁶

DOI: 10.1631/jzus.A2600093 Downloaded: 656 Clicked: 368 Cited: 0 Commented: 0(p.) <Full Text>

A tunable gated strain sensor integrating detachable metamaterial structures for personalized motion recognition

Ziao SHEN^1,2,3, Minjian WANG^1,2,3, Xiujun FU^1,2,3, Guangqiang ZHANG^1,2,3, Xiangtao PAN^1,2,3, Ye QIU^1,2,3, Yi SONG^1,2,3, Aiping LIU⁴, Ye TIAN^1,2,3, Huaping WU^1,2,3

DOI: /10.1631/jzus.A2600179 Downloaded: 554 Clicked: 465 Cited: 0 Commented: 0(p.) <Full Text>

A study on feature engineering for pressure field modeling of general aircraft under multi-condition scenarios

Hao ZHANG, Yang SHEN, Hao WANG, Wei HUANG, Yaobin NIU, Shuangxi LIU, Chaoyang LIU

DOI: 10.1631/jzus.A2600117 Downloaded: 561 Clicked: 344 Cited: 0 Commented: 0(p.) <Full Text>

Numerical modeling for generating ultrahigh porosity aluminum foam through independent control of pore size and cell wall thickness

Peng GUO, Hanyu CHEN, Lifeng FAN

DOI: 10.1631/jzus.A2600049 Downloaded: 298 Clicked: 337 Cited: 0 Commented: 0(p.) <Full Text>

Rapid, material-aware inverse design of one-dimensional photonic crystals using a mixture-of-physics-expert framework

Haoming LI*, Zhiyuan ZHOU*, Xinzi LIN, Wuyong QU, Dongxu JI

DOI: 10.1631/jzus.A2500625 Downloaded: 344 Clicked: 303 Cited: 0 Commented: 0(p.) <Full Text>

Morphodynamics and controlling mechanisms of subaqueous crescentic dunes in the western offshore region of Hainan Island

Hang SUN^1,2,3, Qi ZHANG², Botao XIE², Bo MIAO^4,5, Lizhong WANG¹, Guoxin LI⁶, Yufei LI⁷, Qin GAO⁸

DOI: 10.1631/jzus.A2500641 Downloaded: 376 Clicked: 300 Cited: 0 Commented: 0(p.) <Full Text>

Modular reconfigurable underwater robots (MRUR): a comprehensive review of structure, perception and control

Ling HE¹, Jing ZHOU¹, Xi GAO²

DOI: 10.1631/jzus.A2600131 Downloaded: 224 Clicked: 259 Cited: 0 Commented: 0(p.) <Full Text>

Evaluating and predicting tunnel overbreak by integrating cloud modeling and fuzzy evaluation theory

Shibin YAO¹, Jian ZHOU¹, Biao HE², Chuanqi LI¹

DOI: 10.1631/jzus.A2500581 Downloaded: 180 Clicked: 322 Cited: 0 Commented: 0(p.) <Full Text>

Mechanical degradation characterization in remolded moraine soils and microstructure evolution under freeze?thaw cycles

Tuo LU^1,2,3,4, Yongbo TIE^1,2,3, Sai K. VANAPALLI⁴, Zhaoyu LI^1,2

DOI: 10.1631/jzus.A2500676 Downloaded: 221 Clicked: 281 Cited: 0 Commented: 0(p.) <Full Text>

Implantable flexible neuroelectrodes: advances in material innovation, structural design, and performance optimization

Jiaqi SU¹, Haomin WANG^1,2, Lu HAN¹, Rong CHENG¹, Runfang HAO^1,2, Shengbo SANG^1,2

DOI: 10.1631/jzus.A2600114 Downloaded: 239 Clicked: 219 Cited: 0 Commented: 0(p.) <Full Text>

A weak fault feature diagnosis method for electric drive systems based on a multi-source feature fusion selection mechanism

Cong YUE, Jingwen KANG, Yonghao ZHAO, Ping CHENG

DOI: 10.1631/jzus.A2600050 Downloaded: 217 Clicked: 205 Cited: 0 Commented: 0(p.) <Full Text>

A bioinspired SMA-driven underwater soft robot enabled by pectoral-caudal fin coordination and passive liquid thermal management

Xia HUANG¹, Guan HUANG¹, Zhigang DING², Shaojie GU³, Jun DING¹, Yanhong PENG^1,3,4, Zebing MAO⁵

DOI: 10.1631/jzus.A2600028 Downloaded: 210 Clicked: 267 Cited: 0 Commented: 0(p.) <Full Text>

Strategic flight planning and conflict management for urban air mobility operations: a mission preference-constrained MARL approach

Yan LI^1,2, Xuejun ZHANG^1,2, Chuxi WANG³, Yan SHEN^1,2, Chenglong LI1,4

DOI: 10.1631/jzus.A2600084 Downloaded: 236 Clicked: 215 Cited: 0 Commented: 0(p.) <Full Text>

A multi-agent collaborative optimization framework for integrated energy system scheduling

Boan QU^1*, Haoyu JIANG^2*, Songjie WANG², Zheng LUO², Xueru LIN^2,3, Xingtao TIAN⁴, Jian LI⁵, Xiaojie LIN^2,6,7, Wei ZHONG^1,2

DOI: 10.1631/jzus.A2500629 Downloaded: 365 Clicked: 181 Cited: 0 Commented: 0(p.) <Full Text>

Unsteady aerodynamic effects and underbody flow characteristics of high-speed trains at 400 km/h with bogie covering structures using an improved delayed detached-eddy simulation method

Hongkang LIU^1,2,3, Jinning GONG^2,3, Yatian ZHAO^1,2,3, Zhenyu ZHANG⁶, Kehui PENG^2,3, Wenyue WANG^2,3, Tiantian WANG^2,4,5

DOI: 10.1631/jzus.A2600046 Downloaded: 217 Clicked: 186 Cited: 0 Commented: 0(p.) <Full Text>

Flexible magnetic force sensors: manufacture, mechanisms, and applications

Huimin SHEN¹, Zhexin XIANG¹, Shaowen ZHANG¹, Geng YANG²

DOI: 10.1631/jzus.A2600069 Downloaded: 107 Clicked: 125 Cited: 0 Commented: 0(p.) <Full Text>

Nondestructive sensing and failure diagnosis technologies for lithium-ion battery aging and safety

Debo CHEN, Zebing SHOU, Xin YANG, Song CHEN, Yingying LU

DOI: 10.1631/jzus.A2600100 Downloaded: 105 Clicked: 105 Cited: 0 Commented: 0(p.) <Full Text>

Machine learning-enabled performance prediction and operation strategy of phase-change-material-based thermal batteries

Yanyu SHEN^1,2, Linfeng ZHU³, Ruicheng JIANG^1,3, Zhen ZHANG³, Yuqi HUANG¹, Xiaoli YU¹, Peiwang ZHU^1,4, Zhi LI^1,4

DOI: 10.1631/jzus.A2600166 Downloaded: 212 Clicked: 145 Cited: 0 Commented: 0(p.) <Full Text>

High-sensitivity and robust laser-induced graphene sensing arrays for spatiotemporal pulse mapping

Guoxi LUO^1,2,4, Diying PI^1,3, Wenyan LI^1,4, Min LI^1,2,4, Ping YANG^1,3, Ryutaro MAEDA^1,4, Libo ZHAO^1,2,4, Zhuangde JIANG^1,2,3

DOI: 10.1631/jzus.A2600182 Downloaded: 127 Clicked: 97 Cited: 0 Commented: 0(p.) <Full Text>

Flutter characteristics of a two-dimensional prepositive elliptical wing-main wing combined configuration

Congyu ZHAO^1,2, Baigang MI¹, Xuan BAI^1,2

DOI: 10.1631/jzus.A2600314 Downloaded: 127 Clicked: 100 Cited: 0 Commented: 0(p.) <Full Text>

A magnetically controlled capsule robot for dual-target constant-rate drug delivery and stable anchoring

Shengqian QU^1,3*, Siyuan HAN^2*, Zitong LIAO¹, Wenbo ZHOU¹, Congxin JIE¹, Chunying LI³, Shichao NIU⁴, Gang LIU², Shuxiang GUO^3,6,7, Fanhong CHEN⁵, Xiaohui DU⁵, Yang ZHAO¹

DOI: 10.1631/jzus.A2600363 Downloaded: 133 Clicked: 131 Cited: 0 Commented: 0(p.) <Full Text>

A guided differential dilated convolutional network for fault diagnosis of hydraulic manipulators

Daocheng FU¹, Xu YANG¹, Haitao LIU², Yugang REN³, Xianpeng SHI³, Limin ZHU⁴

DOI: 10.1631/jzus.A2600200 Downloaded: 127 Clicked: 68 Cited: 0 Commented: 0(p.) <Full Text>