OOIR: Observatory of International Research

Papers

(The TQCC of eTransportation is 27. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-12-01 to 2025-12-01.)

Article	Citations
Venting particle-induced arc of lithium-ion batteries during the thermal runaway	401
Full-scene battery self-heating method based on powertrain system for electric vehicles at extremely low temperatures	259
Enhancing safety of electric aircraft Batteries: Degradation and thermal runaway behavior at extreme altitudes	220
Toward high-accuracy and high-efficiency battery electrothermal modeling: A general approach to tackling modeling errors	218
Local demand management of charging stations using vehicle-to-vehicle service: A welfare maximization-based soft actor-critic model	203
Battery engineering safety technologies (BEST): M5 framework of mechanisms, modes, metrics, modeling, and mitigation	202
Experimental study of intermittent spray cooling on suppression for lithium iron phosphate battery fires	180
Forecasting battery capacity for second-life applications using physics-informed recurrent neural networks	159
Recycling of spent lithium-ion batteries in view of graphite recovery: A review	152
High-precision and efficiency diagnosis for polymer electrolyte membrane fuel cell based on physical mechanism and deep learning	150
A systematic review and comparison of liquid-based cooling system for lithium-ion batteries	148
Optimizing resilient parallel refueling operations: relaxed stochastic economic mobility scheduling for fuel cell vehicles with multiple hydrogen storage systems	133
Cost-effective sizing method of Vehicle-to-Building chargers and energy storage systems during the planning stage of smart micro-grid	123
Quantifying the state of the art of electric powertrains in battery electric vehicles: Range, efficiency, and lifetime from component to system level of the Volkswagen ID.3	119
Recent advances in separator design for lithium metal batteries without dendrite formation: Implications for electric vehicles	117
Enhancing lithium-ion battery monitoring: A critical review of diverse sensing approaches	112
Thermodynamic and kinetic degradation of LTO batteries: Impact of different SOC intervals and discharge voltages in electric train applications	108
Editorial Board	101
Optimizing vehicle-to-grid systems: Smart integration of shared autonomous and conventional electric vehicles	99
Deep learning driven battery voltage-capacity curve prediction utilizing short-term relaxation voltage	88
A holistic contribution to fast innovation in electric vehicles: An overview of the DEMOBASE research project	88
Rapid thermal runaway detection of lithium-ion battery via swelling-based state-of-charge monitoring using piezoresistive sponge sensor	84
Toward more realistic microgrid optimization: Experiment and high-efficient model of Li-ion battery degradation under dynamic conditions	82
Electrified fleet and infrastructure aware energy efficient routing	78
Simulation of single-layer internal short circuit in anode-free batteries	76

Brake-by-wire system for passenger cars: A review of structure, control, key technologies, and application in X-by-wire chassis	71
Editorial Board	69
Operational intra-cycle temporal and current mode effects on battery capacity loss	68
Data selection framework for battery state of health related parameter estimation under system uncertainties	67
Modeling and validation of electric multirotor unmanned aerial vehicle system energy dynamics	67
Predictive-ECMS based degradation protective control strategy for a fuel cell hybrid electric vehicle considering uphill condition	66
Impact of scaling laws of permanent magnet synchronous machines on the accuracy of energy consumption computation of electric vehicles	65
Insights into the failure mechanisms of leaky lithium-ion batteries for electric vehicles by a systematic multiscale analytical framework	59
Battery health prognostic with sensor-free differential temperature voltammetry reconstruction and capacity estimation based on multi-domain adaptation	59
Transport mechanisms analysis of large-size proton exchange membrane fuel cells with novel integrated structure under ultra-high current densities	59
Global electric vehicle charging station site evaluation and placement based on large-scale empirical data from Germany	58
Hybrid fusion for battery degradation diagnostics using minimal real-world data: Bridging laboratory and practical applications	58
Battery health target tracking for HEVs: Closed-loop control approach, simulation framework, and reference trajectory optimization	56
Editorial	54
Modeling study on fire propagation behavior and analysis of energy flow paths in double-layer LFP battery module	54
Bridging battery degradation and safety: Challenges and opportunities	54
On safety of swelled commercial lithium-ion batteries: A study on aging, swelling, and abuse tests	53
Energy management of a parallel hybrid electric vehicle based on Lyapunov algorithm	50
Cross-domain feature-based battery state-of-health estimation from rest period for real-world electric vehicles	50
Ultrasonic enhanced hierarchical deep learning framework for advanced LiFePO4 battery multi-state joint estimation	50
Quantifying the flexibility potential of electric vehicles in buildings and determining the investment strategy for charging infrastructure	48
Revealing the mechanism of pack ceiling failure induced by thermal runaway in NCM batteries: A coupled multiphase fluid-structure interaction model for electric vehicles	47
A fusion prognostics strategy for fuel cells operating under dynamic conditions	46
Editorial Board	45
LSTM-augmented DRL for generalisable energy management of hydrogen-hybrid ship propulsion systems	45
Techno-economic analysis of energy storage systems integrated with ultra-fast charging stations: A dutch case study	45
Advancing the proton exchange membrane water electrolysis: Perspective on the affordable hydrogen production cost	44
Physics-enhanced U-net and deep reinforcement learning for automated optimization of pin-fin heat sinks in electric vehicle power modules	43
Water management issues during load cycling under high temperature and low humidity conditions relevant for heavy-duty applications of PEMFC	43
Junction temperature estimation of a SiC MOSFET module for 800V high-voltage application in electric vehicles	40
Business cases for degradation-aware bidirectional charging of residential users and heavy-duty vehicle fleets	40
Current challenges and progress in anode/electrolyte interfaces of all-solid-state lithium batteries	40
An enhanced thin-film resistance temperature detector and its application for catalyst layer surface temperature measurement inside PEMFC	39
Maritime electrification pathways for sustainable shipping: Technological advances, environmental drivers, challenges, and prospects	39
A novel pre-diagnosis method for health status of proton exchange membrane fuel cell stack based on entropy algorithms	38
Enhancing understanding of particle emissions from lithium-ion traction batteries during thermal runaway: An overview and challenges	38
Probing the particle size dependence of nonhomogeneous degradation in nickel-rich cathodes for high-energy lithium-ion batteries	38
Deduction of the transformation regulation on voltage curve for lithium-ion batteries and its application in parameters estimation	37
Breaking the voltage plateau barrier: Slope-adaptive state-of-charge estimation for LFP batteries with temperature-aware hysteresis modeling	37
Electric machine co-optimization for EV drive technology development: Integrating Bayesian optimization and nonlinear model predictive control	36
Electric-thermal-gas synergistic dynamics in PEMFC-LIB hybrid systems for hydrogen ships: A multi-scale evaluation framework	36
Recent progress and perspectives on designing high-performance thick electrodes for all-solid-state lithium batteries	35
A comparative study on mechanical-electrical-thermal characteristics and failure mechanism of LFP/NMC/LTO batteries under mechanical abuse	35
CHAIN: Cyber hierarchy and interactional network	34
Online health prognosis for lithium-ion batteries under dynamic discharge conditions over wide temperature range	34
Lithium battery state-of-health estimation and remaining useful lifetime prediction based on non-parametric aging model and particle filter algorithm	33
Three-dimensional modeling with experimental validation of non-PGM polymer electrolyte membrane fuel cells	33
Optimizing the charging behaviors of private BEVs to enhance coordinated charging and V2G in Beijing	33
Early warning strategy for overheating-induced thermal runaway in lithium-ion batteries based on fast impedance measurement	33
Towards real-world battery health intelligence: A review of machine learning advances and challenges in SOH estimation	33

Advanced data-driven fault diagnosis in lithium-ion battery management systems for electric vehicles: Progress, challenges, and future perspectives	30
A coupled conjugate heat transfer and CFD model for the thermal runaway evolution and jet fire of 18650 lithium-ion battery under thermal abuse	30
Battery pack diagnostics for electric vehicles: Transfer of differential voltage and incremental capacity analysis from cell to vehicle level	30
Challenges and development of lithium-ion batteries for low temperature environments	30
Investigation of novel pulse preheating strategies for lithium-ion batteries at subzero temperature based on a multi-level CFD platform	30
Towards real-world state of health estimation: Part 2, system level method using electric vehicle field data	30
A review of power converter-based online electrochemical impedance spectroscopy for electrochemical devices in electric vehicles	29
Paving the path toward silicon as anode material for future solid-state batteries	29
Optimising fast-charging infrastructure for long-haul electric trucks in remote regions under adverse climate conditions	28
Joint estimation of state-of-charge and state-of-health for all cells in the battery pack using “leader-follower” strategy	28
Battery field data and why it matters: Foundations for real-world electric vehicles	28
An advanced spatial decision model for strategic placement of off-site hydrogen refueling stations in urban areas	27
Enhancing mechanical reliability and safety performance of a battery pack system for electric vehicles: A review	27
State-of-charge estimation over full battery lifespan under diverse fast-charging protocols: A lightweight base-error joint modeling framework	27
Advancing urban electric vehicle charging stations: AI-driven day-ahead optimization of pricing and Nudge strategies utilizing multi-agent deep reinforcement learning	27