Combinatorial atomistic-to-AI prediction and experimental validation of heating effects in 350 F supercapacitor modules

Highly Thermo-Conductive Three-Dimensional Graphene Aqueous Medium

(2020) Zheng Bo et al.   Nano-Micro Letters

Recent advances in fuel cells based propulsion systems for unmanned aerial vehicles

(2019) Z.F. Pan et al.   APPLIED ENERGY

Experimental and numerical study of supercapacitors module with air-cooling

(2019) Ionut Voicu et al.   APPLIED THERMAL ENGINEERING

Comprehensive determination of heat generation and thermal modelling of a hybrid capacitor

(2019) Martin Miller et al.   JOURNAL OF POWER SOURCES

Naturally cooled heat sinks for battery chargers

(2019) Zhongchen Zhang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Optimization of the hole distribution of an effusively cooled surface facing non-uniform incoming temperature using deep learning approaches

(2019) Li Yang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Predicting heating demand and sizing a stratified thermal storage tank using deep learning algorithms

(2018) Aowabin Rahman et al.   APPLIED ENERGY

Thermal load forecasting in district heating networks using deep learning and advanced feature selection methods

(2018) Gowri Suryanarayana et al.   ENERGY

Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results

(2018) Yang Liu et al.   APPLIED THERMAL ENGINEERING

State of charge estimation for electric vehicle power battery using advanced machine learning algorithm under diversified drive cycles

(2018) Taimoor Zahid et al.   ENERGY

Influence of wettability on the electrolyte electrosorption within graphene-like nonconfined and confined space

(2018) Huachao Yang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Kinetic-Dominated Charging Mechanism within Representative Aqueous Electrolyte-based Electric Double-Layer Capacitors

(2017) Huachao Yang et al.   Journal of Physical Chemistry Letters

Reversible Heating in Electric Double Layer Capacitors

(2017) Mathijs Janssen et al.   PHYSICAL REVIEW LETTERS

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Supercapacitor Electrical and Thermal Modeling, Identification, and Validation for a Wide Range of Temperature and Power Applications

(2016) Yasha Parvini et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Molecular Origin of Electric Double-Layer Capacitance at Multilayer Graphene Edges

(2016) Huachao Yang et al.   Journal of Physical Chemistry Letters

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

(2016) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Reversible heat of electric double-layer capacitors during galvanostatic charging and discharging cycles

(2016) Xinglei Zhang et al.   THERMOCHIMICA ACTA

Thermal management and forced air-cooling of supercapacitors stack

(2015) Ionut Voicu et al.   APPLIED THERMAL ENGINEERING

Thermal effects of asymmetric electrolytes in electric double layer capacitors

(2015) Anna L. d'Entremont et al.   JOURNAL OF POWER SOURCES

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

First-order thermal model of commercial EDLCs

(2014) Anna d'Entremont et al.   APPLIED THERMAL ENGINEERING

Modeling of the Electrical and Thermal Behaviors of an Ultracapacitor

(2014) Jeongbin Lee et al.   Energies

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Scaling laws for heat generation and temperature oscillations in EDLCs under galvanostatic cycling

(2014) Anna d’Entremont et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Electro-thermal modelling of a supercapacitor and experimental validation

(2014) Alberto Berrueta et al.   JOURNAL OF POWER SOURCES

Where Do Batteries End and Supercapacitors Begin?

(2014) P. Simon et al.   SCIENCE

The thermal analysis on the stackable supercapacitor

(2013) Kai Wang et al.   ENERGY

First-principles thermal modeling of electric double layer capacitors under constant-current cycling

(2013) Anna d'Entremont et al.   JOURNAL OF POWER SOURCES

Supercapacitor Characterization and Thermal Modelling With Reversible and Irreversible Heat Effect

(2011) Hamid Gualous et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Measuring time-dependent heat profiles of aqueous electrochemical capacitors under cycling

(2011) Y. Dandeville et al.   THERMOCHIMICA ACTA

Calorimetric measurement of the heat generated by a Double-Layer Capacitor cell under cycling

(2010) C. Pascot et al.   THERMOCHIMICA ACTA

Aging and failure mode of electrochemical double layer capacitors during accelerated constant load tests

(2009) R. Kötz et al.   JOURNAL OF POWER SOURCES

Transport Coefficients, Raman Spectroscopy, and Computer Simulation of Lithium Salt Solutions in an Ionic Liquid

(2008) Marcelo J. Monteiro et al.   JOURNAL OF PHYSICAL CHEMISTRY B

Modelling of the thermal behaviour of an ultracapacitor for a 42-V automotive electrical system

(2007) Dae Hun Lee et al.   JOURNAL OF POWER SOURCES