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2020 – today
- 2025
[j62]Ji Li
, Zirui Li, Chengqing Wen, Yanhong Wu, Roger Dixon, Xiaosong Hu, Hongming Xu:
Experience-Shared Variable-Step Predictive Control of Range-Extended Electric Vehicles Using Transferable Driver Model. IEEE Trans. Intell. Transp. Syst. 26(1): 1123-1133 (2025)- 2024
- [j61]Yunhong Che, Yusheng Zheng, Florent Forest, Xin Sui, Xiaosong Hu, Remus Teodorescu:
Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection. Reliab. Eng. Syst. Saf. 241: 109603 (2024) - [j60]Arash Khalatbarisoltani, Haitao Zhou, Xiaolin Tang, Mohsen Kandidayeni, Loïc Boulon, Xiaosong Hu:
Energy Management Strategies for Fuel Cell Vehicles: A Comprehensive Review of the Latest Progress in Modeling, Strategies, and Future Prospects. IEEE Trans. Intell. Transp. Syst. 25(1): 14-32 (2024) - [j59]Jie Han, Arash Khalatbarisoltani, Yalian Yang, Xiaosong Hu:
Energy Management in Plug-In Hybrid Electric Vehicles: Preheating the Battery Packs in Low-Temperature Driving Scenarios. IEEE Trans. Intell. Transp. Syst. 25(2): 1978-1991 (2024) - [j58]Hao Long, Arash Khalatbarisoltani, Yalian Yang, Xiaosong Hu:
Hierarchical Control Strategies for Connected Heavy-Duty Modular Fuel Cell Vehicles via Decentralized Convex Optimization. IEEE Trans. Veh. Technol. 73(1): 333-347 (2024) - [j57]Yapeng Li, Yalian Yang, Xianke Lin, Xiaosong Hu:
Traffic Information-Based Hierarchical Control Strategies for Eco-Driving of Plug-In Hybrid Electric Vehicles. IEEE Trans. Veh. Technol. 73(3): 3206-3217 (2024) - [i9]Baozhao Yi, Xinhao Du, Jiawei Zhang, Xiaogang Wu, Qiuhao Hu, Weiran Jiang, Xiaosong Hu, Ziyou Song:
Bias-Compensated State of Charge and State of Health Joint Estimation for Lithium Iron Phosphate Batteries. CoRR abs/2401.08136 (2024) - [i8]Shengyu Tao, Mengtian Zhang, Zixi Zhao, Haoyang Li, Ruifei Ma, Yunhong Che, Xin Sun, Lin Su, Xiangyu Chen, Zihao Zhou, Heng Chang, Tingwei Cao, Xiao Xiao, Yaojun Liu, Wenjun Yu, Zhongling Xu, Yang Li, Han Hao, Xuan Zhang, Xiaosong Hu, Guangmin Zhou:
Non-destructive Degradation Pattern Decoupling for Ultra-early Battery Prototype Verification Using Physics-informed Machine Learning. CoRR abs/2406.00276 (2024) - [i7]Muhammad Saeed, Arash Khalatbarisoltani, Zhongwei Deng, Wenxue Liu, Faisal Altaf, Shuai Lu, Xiaosong Hu:
Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios. CoRR abs/2411.18867 (2024) - 2023
- [j56]Tomasz Tarczewski, Djordje Stojic, Rafal Szczepanski, Lukasz Niewiara, Lech Marian Grzesiak, Xiaosong Hu:
Online auto-tuning of multiresonant current controller with nature-inspired optimization algorithms and disturbance in the loop approach. Appl. Soft Comput. 144: 110512 (2023) - [j55]Yi Xie, Wei Li, Xiaosong Hu, Manh-Kien Tran, Satyam Panchal, Michael Fowler, Yangjun Zhang, Kailong Liu:
Coestimation of SOC and Three-Dimensional SOT for Lithium-Ion Batteries Based on Distributed Spatial-Temporal Online Correction. IEEE Trans. Ind. Electron. 70(6): 5937-5948 (2023) - [j54]Yunhong Che, Daniel-Ioan Stroe, Xiaosong Hu, Remus Teodorescu:
Semi-Supervised Self-Learning-Based Lifetime Prediction for Batteries. IEEE Trans. Ind. Informatics 19(5): 6471-6481 (2023) - [j53]Lihua Wang, Fengqi Zhang, Yahui Cui, Serdar Coskun, Xiaolin Tang, Yalian Yang, Xiaosong Hu:
Stochastic Velocity Prediction for Connected Vehicles Considering V2V Communication Interruption. IEEE Trans. Intell. Transp. Syst. 24(11): 11654-11667 (2023) - [j52]Arash Khalatbarisoltani, Loïc Boulon, Xiaosong Hu:
Integrating Model Predictive Control With Federated Reinforcement Learning for Decentralized Energy Management of Fuel Cell Vehicles. IEEE Trans. Intell. Transp. Syst. 24(12): 13639-13653 (2023) - [j51]Jinghui Peng, Fengqi Zhang, Serdar Coskun, Xiaosong Hu, Yalian Yang, Reza Langari, Jinsong He:
Hierarchical Optimization of Speed Planning and Energy Management for Connected Hybrid Electric Vehicles Under Multi-Lane and Signal Lights Aware Scenarios. IEEE Trans. Intell. Transp. Syst. 24(12): 14174-14188 (2023) - [j50]Jie Han, Xiaosong Hu, Yalian Yang, Lech Marian Grzesiak, Dongsuk Kum:
Joint Optimization of Configuration, Component Sizing, and Energy Management for Input-Split Hybrid Powertrains. IEEE Trans. Veh. Technol. 72(2): 1649-1661 (2023) - [j49]Wei Li, Yi Xie, Xiaosong Hu, Manh-Kien Tran, Michael Fowler, Satyam Panchal, Jintao Zheng, Kailong Liu:
An Internal Heating Strategy for Lithium-Ion Batteries Without Lithium Plating Based on Self-Adaptive Alternating Current Pulse. IEEE Trans. Veh. Technol. 72(5): 5809-5823 (2023) - [j48]Nan Zhao, Fengqi Zhang, Yalian Yang, Serdar Coskun, Xianke Lin, Xiaosong Hu:
Dynamic Traffic Prediction-Based Energy Management of Connected Plug-In Hybrid Electric Vehicles with Long Short-Term State of Charge Planning. IEEE Trans. Veh. Technol. 72(5): 5833-5846 (2023) - [j47]Yunhong Che, Yusheng Zheng, Yue Wu, Xianke Lin, Jiacheng Li, Xiaosong Hu, Remus Teodorescu:
Battery States Monitoring for Electric Vehicles Based on Transferred Multi-Task Learning. IEEE Trans. Veh. Technol. 72(8): 10037-10047 (2023) - [i6]Xubo Gu, Hanyu Bai, Xiaofan Cui, Juner Zhu, Weichao Zhuang, Zhaojian Li, Xiaosong Hu, Ziyou Song:
Challenges and Opportunities for Second-life Batteries: A Review of Key Technologies and Economy. CoRR abs/2308.06786 (2023) - 2022
- [j46]Hong Wang, Chen Lv, Xiaosong Hu, Yisheng Lv, Lingxi Li, Ehsan Hashemi, Meng Wang:
Special Section on Safety of Automated Driving in Intelligent Transportation Systems [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. 14(2): 8-9 (2022) - [j45]Xiaosong Hu, Xinchen Deng, Feng Wang, Zhongwei Deng, Xianke Lin, Remus Teodorescu, Michael G. Pecht:
A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications. Proc. IEEE 110(6): 735-753 (2022) - [j44]Bin Xu, Xiaolin Tang, Xiaosong Hu, Xianke Lin, Huayi Li, Dhruvang Rathod, Zhe Wang:
Q-Learning-Based Supervisory Control Adaptability Investigation for Hybrid Electric Vehicles. IEEE Trans. Intell. Transp. Syst. 23(7): 6797-6806 (2022) - [j43]Mahdi Rouholamini, Caisheng Wang, M. Hashem Nehrir, Xiaosong Hu, Zechun Hu, Hirohisa Aki, Bo Zhao, Zhixin Miao, Kai Strunz:
A Review of Modeling, Management, and Applications of Grid-Connected Li-Ion Battery Storage Systems. IEEE Trans. Smart Grid 13(6): 4505-4524 (2022) - [j42]Xiaolin Tang, Jieming Zhang, Xiangyang Cui, Xianke Lin, Lech Marian Grzesiak, Xiaosong Hu:
Multi-Objective Design Optimization of a Novel Dual-Mode Power-Split Hybrid Powertrain. IEEE Trans. Veh. Technol. 71(1): 282-296 (2022) - [c9]Wenxue Liu, Zhongwei Deng, Jiacheng Li, Xiaosong Hu:
Investigating the Electrothermal Behavior of eVTOL Batteries in Urban Air Mobility Applications. ITSC 2022: 40-45 - [c8]Hao Long, Arash Khalatbarisoltani, Xiaosong Hu:
MPC-based Eco-Platooning for Homogeneous Connected Trucks Under Different Communication Topologies. IV 2022: 241-246 - [i5]Kaian Chen, Kaixiang Zhang, Xinfan Lin, Yusheng Zheng, Xunyun Yin, Xiaosong Hu, Ziyou Song, Zhaojian Li:
Data-Enabled Predictive Control for Fast Charging of Lithium-Ion Batteries with Constraint Handling. CoRR abs/2209.12862 (2022) - 2021
- [j41]Olaoluwa Ojo, Haoxiang Lang, Youngki Kim, Xiaosong Hu, Bingxian Mu, Xianke Lin:
A Neural Network Based Method for Thermal Fault Detection in Lithium-Ion Batteries. IEEE Trans. Ind. Electron. 68(5): 4068-4078 (2021) - [j40]Fengqi Zhang, Xiaosong Hu, Teng Liu, Kanghui Xu, Ziwen Duan, Hui Pang:
Computationally Efficient Energy Management for Hybrid Electric Vehicles Using Model Predictive Control and Vehicle-to-Vehicle Communication. IEEE Trans. Veh. Technol. 70(1): 237-250 (2021) - [j39]Yunhong Che, Zhongwei Deng, Xianke Lin, Lin Hu, Xiaosong Hu:
Predictive Battery Health Management With Transfer Learning and Online Model Correction. IEEE Trans. Veh. Technol. 70(2): 1269-1277 (2021) - [j38]Xiaolin Tang, Ziwen Duan, Xiaosong Hu, Huayan Pu, Dongpu Cao, Xianke Lin:
Improving Ride Comfort and Fuel Economy of Connected Hybrid Electric Vehicles Based on Traffic Signals and Real Road Information. IEEE Trans. Veh. Technol. 70(4): 3101-3112 (2021) - [i4]Kailong Liu, Xiaosong Hu, Zhongbao Wei, Yi Li, Yan Jiang:
Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-ion Batteries. CoRR abs/2101.00035 (2021) - [i3]Kailong Liu, Xiaosong Hu, Huiyu Zhou, Lei Tong, Widanalage Dhammika Widanage, James Marco:
Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification. CoRR abs/2102.06029 (2021) - 2020
- [j37]Xiaosong Hu, Loïc Boulon, Suleiman M. Sharkh, Chao Hu, Nicholas Dane Williard, Yinjiao Xing, Rui Xiong:
IEEE Access Special Section Editorial: Battery Energy Storage and Management Systems. IEEE Access 8: 123098-123103 (2020) - [j36]Xiaosong Hu, Simona Onori, David A. Howey, Z. Li, Changfu Zou:
Guest Editorial: Special Section on Advanced Informatics for Energy Storage Systems in Electrified Vehicles and Smart Grids. IEEE Trans. Ind. Informatics 16(5): 3330-3334 (2020) - [j35]Kailong Liu, Yi Li, Xiaosong Hu, Mattin Lucu, Widanalage Dhammika Widanage:
Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries. IEEE Trans. Ind. Informatics 16(6): 3767-3777 (2020) - [j34]Shaoyuan Wei, Jiuchun Jiang, Nikolce Murgovski, Jonas Sjöberg, Weige Zhang, Caiping Zhang, Xiaosong Hu:
Optimisation of a Catenary-Free Tramline Equipped With Stationary Energy Storage Systems. IEEE Trans. Veh. Technol. 69(3): 2449-2462 (2020) - [j33]Huanxin Pei, Xiaosong Hu, Yalian Yang, Huei Peng, Lin Hu, Xianke Lin:
Designing Multi-Mode Power Split Hybrid Electric Vehicles Using the Hierarchical Topological Graph Theory. IEEE Trans. Veh. Technol. 69(7): 7159-7171 (2020) - [j32]Arash Khalatbarisoltani, Mohsen Kandidayeni, Loïc Boulon, Xiaosong Hu:
Power Allocation Strategy Based on Decentralized Convex Optimization in Modular Fuel Cell Systems for Vehicular Applications. IEEE Trans. Veh. Technol. 69(12): 14563-14574 (2020) - [j31]Yi Xie, Chenyang Wang, Xiaosong Hu, Xianke Lin, Yangjun Zhang, Wei Li:
An MPC-Based Control Strategy for Electric Vehicle Battery Cooling Considering Energy Saving and Battery Lifespan. IEEE Trans. Veh. Technol. 69(12): 14657-14673 (2020) - [i2]Teng Liu, Xiaolin Tang, Xiaosong Hu, Wenhao Tan, Jinwei Zhang:
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences. CoRR abs/2007.10126 (2020)
2010 – 2019
- 2019
- [j30]Wenkai Gao, Yuejiu Zheng, Minggao Ouyang, Jianqiu Li, Xin Lai, Xiaosong Hu:
Micro-Short-Circuit Diagnosis for Series-Connected Lithium-Ion Battery Packs Using Mean-Difference Model. IEEE Trans. Ind. Electron. 66(3): 2132-2142 (2019) - [j29]Chen Lv, Xiaosong Hu, Alberto L. Sangiovanni-Vincentelli, Yutong Li, Clara Marina Martinez, Dongpu Cao:
Driving-Style-Based Codesign Optimization of an Automated Electric Vehicle: A Cyber-Physical System Approach. IEEE Trans. Ind. Electron. 66(4): 2965-2975 (2019) - [j28]Teng Liu, Xiaosong Hu, Weihao Hu, Yuan Zou:
A Heuristic Planning Reinforcement Learning-Based Energy Management for Power-Split Plug-in Hybrid Electric Vehicles. IEEE Trans. Ind. Informatics 15(12): 6436-6445 (2019) - [j27]Zheng Chen, Liang Li, Xiaosong Hu, Bingjie Yan, Chao Yang:
Temporal-Difference Learning-Based Stochastic Energy Management for Plug-in Hybrid Electric Buses. IEEE Trans. Intell. Transp. Syst. 20(6): 2378-2388 (2019) - [j26]Teng Liu, Xiaolin Tang, Hong Wang, Huilong Yu, Xiaosong Hu:
Adaptive Hierarchical Energy Management Design for a Plug-In Hybrid Electric Vehicle. IEEE Trans. Veh. Technol. 68(12): 11513-11522 (2019) - 2018
- [j25]Chen Lv, Yahui Liu, Xiaosong Hu, Hongyan Guo, Dongpu Cao, Fei-Yue Wang:
Simultaneous Observation of Hybrid States for Cyber-Physical Systems: A Case Study of Electric Vehicle Powertrain. IEEE Trans. Cybern. 48(8): 2357-2367 (2018) - [j24]Changfu Zou, Xiaosong Hu, Satadru Dey, Lei Zhang, Xiaolin Tang:
Nonlinear Fractional-Order Estimator With Guaranteed Robustness and Stability for Lithium-Ion Batteries. IEEE Trans. Ind. Electron. 65(7): 5951-5961 (2018) - [j23]Feng Gao, Xiaosong Hu, Shengbo Eben Li, Keqiang Li, Qi Sun:
Distributed Adaptive Sliding Mode Control of Vehicular Platoon With Uncertain Interaction Topology. IEEE Trans. Ind. Electron. 65(8): 6352-6361 (2018) - [j22]Changfu Zou, Xiaosong Hu, Zhongbao Wei, Torsten Wik, Bo Egardt:
Electrochemical Estimation and Control for Lithium-Ion Battery Health-Aware Fast Charging. IEEE Trans. Ind. Electron. 65(8): 6635-6645 (2018) - [j21]Teng Liu, Xiaosong Hu:
A Bi-Level Control for Energy Efficiency Improvement of a Hybrid Tracked Vehicle. IEEE Trans. Ind. Informatics 14(4): 1616-1625 (2018) - [j20]Xiaosong Hu, Federico Baronti, Chengbin Ma, Chen Lv:
Guest Editorial Special Section on Cyber-Physical Systems in Green Transportation. IEEE Trans. Ind. Informatics 14(9): 4124-4127 (2018) - [j19]Xiaohua Wu, Xiaosong Hu, Xiaofeng Yin, Scott J. Moura:
Stochastic Optimal Energy Management of Smart Home With PEV Energy Storage. IEEE Trans. Smart Grid 9(3): 2065-2075 (2018) - [j18]Lei Zhang, Xiaosong Hu, Zhenpo Wang, Fengchun Sun, Junjun Deng, David George Dorrell:
Multiobjective Optimal Sizing of Hybrid Energy Storage System for Electric Vehicles. IEEE Trans. Veh. Technol. 67(2): 1027-1035 (2018) - [j17]Xiaolin Tang, Xiaosong Hu, Wei Yang, Haisheng Yu:
Novel Torsional Vibration Modeling and Assessment of a Power-Split Hybrid Electric Vehicle Equipped With a Dual-Mass Flywheel. IEEE Trans. Veh. Technol. 67(3): 1990-2000 (2018) - [j16]Shaobo Xie, Xiaosong Hu, Zongke Xin, Liang Li:
Time-Efficient Stochastic Model Predictive Energy Management for a Plug-In Hybrid Electric Bus With an Adaptive Reference State-of-Charge Advisory. IEEE Trans. Veh. Technol. 67(7): 5671-5682 (2018) - [j15]Xiaosong Hu, Hao Yuan, Changfu Zou, Zhe Li, Lei Zhang:
Co-Estimation of State of Charge and State of Health for Lithium-Ion Batteries Based on Fractional-Order Calculus. IEEE Trans. Veh. Technol. 67(11): 10319-10329 (2018) - 2017
- [j14]Xiaosong Hu, Hong Wang, Xiaolin Tang:
Cyber-Physical Control for Energy-Saving Vehicle Following With Connectivity. IEEE Trans. Ind. Electron. 64(11): 8578-8587 (2017) - [j13]Clara Marina Martinez, Xiaosong Hu, Dongpu Cao, Efstathios Velenis, Bo Gao, Matthias Wellers:
Energy Management in Plug-in Hybrid Electric Vehicles: Recent Progress and a Connected Vehicles Perspective. IEEE Trans. Veh. Technol. 66(6): 4534-4549 (2017) - [j12]Hector Eduardo Perez, Xiaosong Hu, Satadru Dey, Scott J. Moura:
Optimal Charging of Li-Ion Batteries With Coupled Electro-Thermal-Aging Dynamics. IEEE Trans. Veh. Technol. 66(9): 7761-7770 (2017) - [j11]Qiao Zhu, Liang Li, Xiaosong Hu, Neng Xiong, Guang-Di Hu:
H∞-Based Nonlinear Observer Design for State of Charge Estimation of Lithium-Ion Battery With Polynomial Parameters. IEEE Trans. Veh. Technol. 66(12): 10853-10865 (2017) - [j10]Xi Zhang, Zixian Wu, Xiaosong Hu, Wei Qian, Zhe Li:
Trajectory Optimization-Based Auxiliary Power Unit Control Strategy for an Extended Range Electric Vehicle. IEEE Trans. Veh. Technol. 66(12): 10866-10874 (2017) - 2016
- [j9]Xiaosong Hu, Scott J. Moura, Nikolce Murgovski, Bo Egardt, Dongpu Cao:
Integrated Optimization of Battery Sizing, Charging, and Power Management in Plug-In Hybrid Electric Vehicles. IEEE Trans. Control. Syst. Technol. 24(3): 1036-1043 (2016) - [j8]Xiaosong Hu, Jiuchun Jiang, Dongpu Cao, Bo Egardt:
Battery Health Prognosis for Electric Vehicles Using Sample Entropy and Sparse Bayesian Predictive Modeling. IEEE Trans. Ind. Electron. 63(4): 2645-2656 (2016) - [c7]Hector Eduardo Perez, Xiaosong Hu, Scott J. Moura:
Optimal charging of batteries via a single particle model with electrolyte and thermal dynamics. ACC 2016: 4000-4005 - 2015
- [j7]Chao Sun, Scott Jason Moura, Xiaosong Hu, J. Karl Hedrick, Fengchun Sun:
Dynamic Traffic Feedback Data Enabled Energy Management in Plug-in Hybrid Electric Vehicles. IEEE Trans. Control. Syst. Technol. 23(3): 1075-1086 (2015) - [j6]Chao Sun, Xiaosong Hu, Scott J. Moura, Fengchun Sun:
Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles. IEEE Trans. Control. Syst. Technol. 23(3): 1197-1204 (2015) - [j5]Xiaosong Hu, Jiuchun Jiang, Bo Egardt, Dongpu Cao:
Advanced Power-Source Integration in Hybrid Electric Vehicles: Multicriteria Optimization Approach. IEEE Trans. Ind. Electron. 62(12): 7847-7858 (2015) - [c6]Nikolce Murgovski, Lars Johannesson, Xiaosong Hu, Bo Egardt, Jonas Sjöberg:
Convex relaxations in the optimal control of electrified vehicles. ACC 2015: 2292-2298 - [c5]Chao Sun, Fengchun Sun, Xiaosong Hu, J. Karl Hedrick, Scott J. Moura:
Integrating traffic velocity data into predictive energy management of plug-in hybrid electric vehicles. ACC 2015: 3267-3272 - [c4]Xiaosong Hu, Clara Marina Martinez, Bo Egardt, Dongpu Cao:
Multi-objective optimal sizing and control of fuel cell systems for hybrid vehicle applications. ECC 2015: 2559-2564 - [c3]Lei Zhang, Steven W. Su, Xiaosong Hu, David George Dorrell:
Robust state-of-charge estimation of ultracapacitors for electric vehicles. INDIN 2015: 1296-1301 - 2014
- [j4]Xiaosong Hu, Rui Xiong, Bo Egardt:
Model-Based Dynamic Power Assessment of Lithium-Ion Batteries Considering Different Operating Conditions. IEEE Trans. Ind. Informatics 10(3): 1948-1959 (2014) - [j3]Xiaosong Hu, Nikolce Murgovski, Lars Johannesson Mårdh, Bo Egardt:
Comparison of Three Electrochemical Energy Buffers Applied to a Hybrid Bus Powertrain With Simultaneous Optimal Sizing and Energy Management. IEEE Trans. Intell. Transp. Syst. 15(3): 1193-1205 (2014) - [i1]Xiaosong Hu, Wen Zhu, Qing Li:
HCRS: A hybrid clothes recommender system based on user ratings and product features. CoRR abs/1411.6754 (2014) - 2013
- [j2]Xiaosong Hu, Fengchun Sun, Sheng-bo Li, Yalian Yang:
NARX modelling of a lithium iron phosphate battery used for electrified vehicle simulation. Int. J. Model. Identif. Control. 20(2): 181-189 (2013) - [j1]Xiaosong Hu, Fengchun Sun, Yuan Zou:
Comparison between two model-based algorithms for Li-ion battery SOC estimation in electric vehicles. Simul. Model. Pract. Theory 34: 1-11 (2013) - 2011
- [c2]Xiaosong Hu, Fengchun Sun, Yuan Zou, Huei Peng:
Online estimation of an electric vehicle Lithium-Ion battery using recursive least squares with forgetting. ACC 2011: 935-940
2000 – 2009
- 2005
- [c1]Xiaosong Hu, Nur Zincir-Heywood:
Understanding the Performance of Cooperative Web Caching Systems. CNSR 2005: 183-188
Coauthor Index
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