---
_id: '11804'
abstract:
- lang: eng
  text: One possibility for energy storage are fuels. With gaseous fuels like hydrogen
    or methane, significant efforts are necessary for a feasible storage in terms
    of compression or liquefaction. This is of particular importance in the mobility
    sector. An alternative to high-pressure or cryogenic gas storage is the storage
    by adsorption in porous media using nano-carbons, metal–organic frameworks, or
    metal hydrides as adsorbents. In order to assess the performance of the charging
    and discharging of adsorption tanks, the mass and energy balance as well as the
    phase equilibrium (adsorption isotherm) and, if present, the spatial distribution
    of properties has to be considered. In order to simplify the analysis and prediction
    of these models, an attempt is made to develop digital twins based on machine
    learning. Neural networks and Gaussian process regression are applied to replace
    the system of coupled nonlinear and differential equations. The data basis used
    is generated by simulations. Thus, it is possible to easily predict the performance
    of a storage tank for different gases or to determine an optimum storage device
    (material selection and tank design).
author:
- first_name: Georg Heinrich
  full_name: Klepp, Georg Heinrich
  id: '49011'
  last_name: Klepp
citation:
  ama: 'Klepp GH. Adsorbed Gas Storage Digital Twin. <i>JOM : the journal of the Minerals,
    Metals &#38; Materials Society</i>. 2023;76(2):951-957. doi:<a href="https://doi.org/10.1007/s11837-023-06325-0">10.1007/s11837-023-06325-0</a>'
  apa: 'Klepp, G. H. (2023). Adsorbed Gas Storage Digital Twin. <i>JOM : The Journal
    of the Minerals, Metals &#38; Materials Society</i>, <i>76</i>(2), 951–957. <a
    href="https://doi.org/10.1007/s11837-023-06325-0">https://doi.org/10.1007/s11837-023-06325-0</a>'
  bjps: '<b>Klepp GH</b> (2023) Adsorbed Gas Storage Digital Twin. <i>JOM : the journal
    of the Minerals, Metals &#38; Materials Society</i> <b>76</b>, 951–957.'
  chicago: 'Klepp, Georg Heinrich. “Adsorbed Gas Storage Digital Twin.” <i>JOM : The
    Journal of the Minerals, Metals &#38; Materials Society</i> 76, no. 2 (2023):
    951–57. <a href="https://doi.org/10.1007/s11837-023-06325-0">https://doi.org/10.1007/s11837-023-06325-0</a>.'
  chicago-de: 'Klepp, Georg Heinrich. 2023. Adsorbed Gas Storage Digital Twin. <i>JOM :
    the journal of the Minerals, Metals &#38; Materials Society</i> 76, Nr. 2: 951–957.
    doi:<a href="https://doi.org/10.1007/s11837-023-06325-0">10.1007/s11837-023-06325-0</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Klepp, Georg Heinrich</span>:
    Adsorbed Gas Storage Digital Twin. In: <i>JOM : the journal of the Minerals, Metals
    &#38; Materials Society</i> Bd. 76. New York, NY, Springer Science and Business
    Media LLC (2023), Nr. 2, S. 951–957'
  havard: 'G.H. Klepp, Adsorbed Gas Storage Digital Twin, JOM : The Journal of the
    Minerals, Metals &#38; Materials Society. 76 (2023) 951–957.'
  ieee: 'G. H. Klepp, “Adsorbed Gas Storage Digital Twin,” <i>JOM : the journal of
    the Minerals, Metals &#38; Materials Society</i>, vol. 76, no. 2, pp. 951–957,
    2023, doi: <a href="https://doi.org/10.1007/s11837-023-06325-0">10.1007/s11837-023-06325-0</a>.'
  mla: 'Klepp, Georg Heinrich. “Adsorbed Gas Storage Digital Twin.” <i>JOM : The Journal
    of the Minerals, Metals &#38; Materials Society</i>, vol. 76, no. 2, 2023, pp.
    951–57, <a href="https://doi.org/10.1007/s11837-023-06325-0">https://doi.org/10.1007/s11837-023-06325-0</a>.'
  short: 'G.H. Klepp, JOM : The Journal of the Minerals, Metals &#38; Materials Society
    76 (2023) 951–957.'
  ufg: '<b>Klepp, Georg Heinrich</b>: Adsorbed Gas Storage Digital Twin, in: <i>JOM :
    the journal of the Minerals, Metals &#38; Materials Society</i> 76 (2023), H.
    2,  S. 951–957.'
  van: 'Klepp GH. Adsorbed Gas Storage Digital Twin. JOM : the journal of the Minerals,
    Metals &#38; Materials Society. 2023;76(2):951–7.'
date_created: 2024-07-31T14:00:02Z
date_updated: 2024-08-01T09:43:22Z
department:
- _id: DEP6017
doi: 10.1007/s11837-023-06325-0
intvolume: '        76'
issue: '2'
language:
- iso: eng
page: 951-957
place: New York, NY
publication: 'JOM : the journal of the Minerals, Metals & Materials Society'
publication_identifier:
  eissn:
  - 1543-1851
  issn:
  - 1047-4838
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Adsorbed Gas Storage Digital Twin
type: scientific_journal_article
user_id: '83781'
volume: 76
year: '2023'
...