Machine learning approaches to rediscovery and optimization of hydrogen storage on porous bio-derived carbon

Using soft computing and leaf dimensions to determine sex in immature Pistacia vera genotypes

(2021) Mehdi Rezaei et al.   MEASUREMENT

A denoising carbon price forecasting method based on the integration of kernel independent component analysis and least squares support vector regression

(2021) Jianwei E et al.   NEUROCOMPUTING

An overview on the current status of hydrogen energy research and development in India

(2020) Venkata Manikanta Medisetty et al.   CHEMICAL ENGINEERING & TECHNOLOGY

Toward Process-Resilient Lignin-Derived Activated Carbons for Hydrogen Storage Applications

(2020) Jemma L. Rowlandson et al.   ACS Sustainable Chemistry & Engineering

Pinecone-Derived Activated Carbons as an Effective Medium for Hydrogen Storage

(2020) Sara Stelitano et al.   Energies

Posidonia Oceanica and Wood chips activated carbon as interesting materials for hydrogen storage

(2020) Rolando Pedicini et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Superior performance of modified pitch-based adsorbents for cyclic methane storage

(2020) Shohreh Mirzaei et al.   Journal of Energy Storage

Preparation of hydrogen storage carbon materials using bio-oil heavy components as carbon-containing precursor

(2020) Xiaowen Li et al.   FUEL PROCESSING TECHNOLOGY

Determination of the enthalpy of adsorption of hydrogen in activated carbon at room temperature

(2020) E.W. Knight et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Design and implementation of hydrogen economy using artificial neural network on field programmable gate array

(2020) Ismail Koyuncu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A comparative study of statistical and soft computing techniques for reliability prediction of automotive manufacturing

(2020) Hamzeh Soltanali et al.   APPLIED SOFT COMPUTING

Data-driven approach for short-term power demand prediction of fuel cell hybrid vehicles

(2020) Tao Zeng et al.   ENERGY

Multi-task prediction and optimization of hydrochar properties from high-moisture municipal solid waste: Application of machine learning on waste-to-resource

(2020) Jie Li et al.   JOURNAL OF CLEANER PRODUCTION

Decarbonising energy: The developing international activity in hydrogen technologies and fuel cells

(2020) John Meurig Thomas et al.   Journal of Energy Chemistry

Carbon price prediction based on modified wavelet least square support vector machine

(2020) Wei Sun et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Optimization of rapeseed production using exergy analysis methodology

(2020) Mahdi Esmaeilpour-Troujeni et al.   Sustainable Energy Technologies and Assessments

Robust Machine Learning Models for Predicting High CO2 Working Capacity and CO2/H2 Selectivity of Gas Adsorption in Metal Organic Frameworks for Pre-Combustion Carbon Capture

(2019) Hana Dureckova et al.   Journal of Physical Chemistry C

Promising electrochemical hydrogen storage properties of nano biomass derived from walnut shell

(2019) Saeed Hajialigol et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Adsorption equilibrium of hydrogen adsorption on activated carbon, multi-walled carbon nanotubes and graphene sheets

(2019) Yulong Feng et al.   CRYOGENICS

Preparation of copper oxide/oak-based biomass nanocomposite for electrochemical hydrogen storage

(2019) Soodabe Seifi et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Intelligent selection of metal-organic framework arrays for methane sensing via genetic algorithms

(2019) Jenna Ann Gustafson et al.   ACS Sensors

Prediction of interfacial interactions related with membrane fouling in a membrane bioreactor based on radial basis function artificial neural network (ANN)

(2019) Zhitao Zhao et al.   BIORESOURCE TECHNOLOGY

Effect of ammonia and boron modifications on the surface and hydrogen sorption characteristics of activated carbons from coal

(2019) Turkan Kopac et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Hierarchically Porous Carbon Derived from Neolamarckia cadamba for Electrochemical Capacitance and Hydrogen Storage

(2019) Wenqiang Hu et al.   ACS Sustainable Chemistry & Engineering

Expansion of effective pore size on hydrogen physisorption of porous carbons at low temperatures with high pressures

(2019) Ji-Hye Park et al.   CARBON

An overview of development and challenges in hydrogen powered vehicles

(2019) Seyed Ehsan Hosseini et al.   International Journal of Green Energy

Hydrogen storage capacity and methylene blue adsorption performance of activated carbon produced from Arundo donax

(2019) Osman Üner   MATERIALS CHEMISTRY AND PHYSICS

Applied improved RBF neural network model for predicting the broiler output energies

(2019) Sherwin Amini et al.   APPLIED SOFT COMPUTING

Preparation and characterization of heteroatom self-doped activated biocarbons as hydrogen storage and supercapacitor electrode materials

(2019) T. Chen et al.   ELECTROCHIMICA ACTA

Experimental and modeling investigation of adsorption equilibrium of CH4, CO2, and N2 on activated carbon and prediction of multi-component adsorption equilibrium

(2019) Vahab Ghalandari et al.   FLUID PHASE EQUILIBRIA

Optimization and study of performance parameters in an engine fueled with hydrogen

(2019) Javad Zareei et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Soft computing-based method for estimation of almond kernel mass from its shell features

(2019) Seyed-Hassan Miraei Ashtiani et al.   SCIENTIA HORTICULTURAE

Sustainable nanoporous carbon for CO 2, CH 4, N 2 , H 2 adsorption and CO 2 /CH 4 and CO 2 /N 2 separation

(2018) Jaewoo Park et al.   ENERGY

Assessment of energy consumption and modeling of output energy for wheat production by neural network (MLP and RBF) and Gaussian process regression (GPR) models

(2018) Morteza Taki et al.   JOURNAL OF CLEANER PRODUCTION

Effect of meso- and micropore structures on the hydrogen storage properties of nanoporous carbon materials

(2018) Ikumi Toda et al.   JOURNAL OF POROUS MATERIALS

Revealing contribution of pore size to high hydrogen storage capacity

(2018) Jianyu Huang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Prediction of Carbon Dioxide Adsorption via Deep Learning

(2018) Zihao Zhang et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Attainable Volumetric Targets for Adsorption-Based Hydrogen Storage in Porous Crystals: Molecular Simulation and Machine Learning

(2018) Grace Anderson et al.   Journal of Physical Chemistry C

Synthesis and characterization of Pt-N-doped activated biocarbon composites for hydrogen storage

(2018) W. Zhao et al.   COMPOSITES PART B-ENGINEERING

Cigarette butt-derived carbons have ultra-high surface area and unprecedented hydrogen storage capacity

(2017) Troy Scott Blankenship et al.   Energy & Environmental Science

Rice straw-based activated carbons doped with SiC for enhanced hydrogen adsorption

(2017) S. Schaefer et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Machine Learning Using Combined Structural and Chemical Descriptors for Prediction of Methane Adsorption Performance of Metal Organic Frameworks (MOFs)

(2017) Maryam Pardakhti et al.   ACS Combinatorial Science

Activated carbon with optimum pore size distribution for hydrogen storage

(2016) Govind Sethia et al.   CARBON

Preparation and characterization of the hydrogen storage activated carbon from coffee shell by microwave irradiation and KOH activation

(2016) Guizhen Li et al.   INTERNATIONAL BIODETERIORATION & BIODEGRADATION

Assessment of hydrogen storage in activated carbons produced from hydrothermally treated organic materials

(2016) S. Schaefer et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Machine Learning Approach for Prediction and Search: Application to Methane Storage in a Metal–Organic Framework

(2016) Hiroshi Ohno et al.   Journal of Physical Chemistry C

Hydrogen adsorption on activated carbons prepared from olive waste: effect of activation conditions on uptakes and adsorption energies

(2016) Redouane Melouki et al.   JOURNAL OF POROUS MATERIALS

Hydrogen production from renewable and sustainable energy resources: Promising green energy carrier for clean development

(2016) Seyed Ehsan Hosseini et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

In silico discovery of metal-organic frameworks for precombustion CO2 capture using a genetic algorithm

(2016) Y. G. Chung et al.   Science Advances

Synthesis of activated carbon derived from rice husks for improving hydrogen storage capacity

(2015) Young-Jung Heo et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Hydrogen the future transportation fuel: From production to applications

(2015) Sunita Sharma et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Chemically activated fungi-based porous carbons for hydrogen storage

(2014) Jiacheng Wang et al.   CARBON

Effect of hydrothermal carbonization reaction parameters on the properties of hydrochar and pellets

(2014) Wei Yan et al.   Environmental Progress & Sustainable Energy

Spillover enhanced hydrogen uptake of Pt/Pd doped corncob-derived activated carbon with ultra-high surface area at high pressure

(2014) Zhen Geng et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

High-pressure hydrogen storage and optimizing fabrication of corncob-derived activated carbon

(2014) Xupeng Liu et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Effects of thermal activation conditions on the microstructure regulation of corncob-derived activated carbon for hydrogen storage

(2014) Dabin Wang et al.   Journal of Energy Chemistry

Hydrogen storage for fuel cell vehicles

(2014) Hyun Tae Hwang et al.   Current Opinion in Chemical Engineering

Predictions of viscoelastic behavior of pomegranate using artificial neural network and Maxwell model

(2013) Mohammad Hossien Saeidirad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Microstructure regulation of super activated carbon from biomass source corncob with enhanced hydrogen uptake

(2013) Cunman Zhang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Preparation and N2, CO2 and H2 adsorption of super activated carbon derived from biomass source hemp (Cannabis sativa L.) stem

(2012) Ru Yang et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Estimation of surface shortwave radiation components under all sky conditions: Modeling and sensitivity analysis

(2012) Ling Chen et al.   REMOTE SENSING OF ENVIRONMENT

High density hydrogen storage in superactivated carbons from hydrothermally carbonized renewable organic materials

(2011) M. Sevilla et al.   Energy & Environmental Science

Neural network and principal component analysis for modeling of hydrogen adsorption isotherms on KOH activated pitch-based carbons containing different heteroatoms

(2010) K. Vasanth Kumar et al.   CHEMICAL ENGINEERING JOURNAL

Preparation of activated carbons from corncob with large specific surface area by a variety of chemical activators and their application in gas storage

(2010) Yong Sun et al.   CHEMICAL ENGINEERING JOURNAL

A study of the pore size distribution for activated carbon monoliths and their relationship with the storage of methane and hydrogen

(2010) A.A. García Blanco et al.   COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS

Importance of pore size in high-pressure hydrogen storage by porous carbons

(2009) Yury Gogotsi et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Kinetic- and thermodynamic-based improvements of lithium borohydride incorporated into activated carbon

(2008) Z.Z. Fang et al.   ACTA MATERIALIA

Carbon materials for H2 storage

(2008) L. Zubizarreta et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

The study of controlling pore size on electrospun carbon nanofibers for hydrogen adsorption

(2007) Ji Sun Im et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE