2022
DOI: 10.1016/j.seta.2022.102553
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Classification, potential role, and modeling of power-to-heat and thermal energy storage in energy systems: A review

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Cited by 16 publications
(4 citation statements)
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“…Research in the field of green deep learning, which is a part of ML, includes optimizing neural network architectures to require less computing power and exploring new ways to train models more sustainably, aims to develop more energy-efficient algorithms and hardware, which reduce the carbon footprint of these technologies [71]. Another important technology is the energy-to-heat conversion technologies (P2H), which transform surplus electrical energy into heat to be stored and used when needed, improving the overall efficiency of energy systems [72].…”
Section: Literature Reviewmentioning
confidence: 99%
“…Research in the field of green deep learning, which is a part of ML, includes optimizing neural network architectures to require less computing power and exploring new ways to train models more sustainably, aims to develop more energy-efficient algorithms and hardware, which reduce the carbon footprint of these technologies [71]. Another important technology is the energy-to-heat conversion technologies (P2H), which transform surplus electrical energy into heat to be stored and used when needed, improving the overall efficiency of energy systems [72].…”
Section: Literature Reviewmentioning
confidence: 99%
“…Electric heaters, which are commercially available in capacities up to 70 MWh, offer versatile applications in producing both steam and liquid heating media. These heaters can operate as electric resistance or electrode boilers for steam generation and as electric resistance heaters for liquid heating [18]. Direct electrification of industrial process heat has been shown to be applicable across various operational levels within the chemical sector, including central sites, sub-central operations, and unit operations [19,20].…”
Section: Literature Reviewmentioning
confidence: 99%
“…This technology is advantageous due to the comfortable, silent, and safe operation of the devices, low initial cost, ease of maintenance, energy storage capability, and integration with renewable energy generation devices. The classification of electric heat generation devices in residential and industrial buildings is presented in various studies [8][9][10]. In the vast majority of small-sized households and commercial premises, electric boilers are used, where the conversion of electrical energy into heat is based on resistive heating [11][12][13][14][15][16].…”
Section: Introductionmentioning
confidence: 99%