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Pregled bibliografske jedinice broj: 1016278

Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach

Zhao, Haitao; Jiang, Peng; Chen, Zhe; Ezeh, Collins I.; Hong, Yuanda; Guo, Yishan; Zheng, Chenghang; Džapo, Hrvoje; Gao, Xiang; Wu, Tao
Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach // Applied energy, 254 (2019), 113554, 18 doi:10.1016/j.apenergy.2019.113554 (međunarodna recenzija, članak, znanstveni)

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Naslov
Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach

Autori
Zhao, Haitao ; Jiang, Peng ; Chen, Zhe ; Ezeh, Collins I. ; Hong, Yuanda ; Guo, Yishan ; Zheng, Chenghang ; Džapo, Hrvoje ; Gao, Xiang ; Wu, Tao

Izvornik
Applied energy (0306-2619) 254 (2019); 113554, 18

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Energy flexibility ; e-CPS ; Coal Sewage sludge ; Co-combustion ; CCHP ; Aspen PLUS ; ANN

Sažetak
The fluctuating energy requirement from time- varying demand changes require flexible power system to respond to the dynamic load balance. In certain scenarios, flexible power systems are necessary to provide high system efficiencies and increase the long-term economic benefits. Therefore, it is important to identify the relationship between energy requirement of a city and/or industrial zone with the dynamics of a flexible power system. In this paper, we evaluate the possible benefits of adopting the energy- cyber-physical-systems (e-CPSs) concept in realization of a flexible closed-loop control power system in case of coal-sewage sludge co- combustion. The case study performance analysis of flexibility, efficiency and economics (FEE) for a 356 MW coal-fired power plant was conducted by means of simulation in Aspen PLUS software. The analysis was based on a specific multifarious model of a dynamic power system with two energy sources and four energy products. The results confirmed that substantial advantages including a more flexible, efficient and economically viable system can be achieved by using e-CPSs based solution in different case scenarios. Moreover, following the analyzed data from the proposed case scenarios, a forecasting model for optimization of the power plant parameters based on the use of artificial neural network (ANN) was established. The results showed that ANN-based approach for predictive model is capable of modelling the complex process within an acceptable prediction accuracy. The study demonstrates that the proposed flexible closed- loop control power system based on e-CPSs concept is able to achieve higher efficiency and economic benefits compared to the traditional approaches.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Hrvoje Džapo (autor)

Poveznice na cjeloviti tekst rada:

doi www.sciencedirect.com

Citiraj ovu publikaciju:

Zhao, Haitao; Jiang, Peng; Chen, Zhe; Ezeh, Collins I.; Hong, Yuanda; Guo, Yishan; Zheng, Chenghang; Džapo, Hrvoje; Gao, Xiang; Wu, Tao
Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach // Applied energy, 254 (2019), 113554, 18 doi:10.1016/j.apenergy.2019.113554 (međunarodna recenzija, članak, znanstveni)
Zhao, H., Jiang, P., Chen, Z., Ezeh, C., Hong, Y., Guo, Y., Zheng, C., Džapo, H., Gao, X. & Wu, T. (2019) Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach. Applied energy, 254, 113554, 18 doi:10.1016/j.apenergy.2019.113554.
@article{article, author = {Zhao, Haitao and Jiang, Peng and Chen, Zhe and Ezeh, Collins I. and Hong, Yuanda and Guo, Yishan and Zheng, Chenghang and D\v{z}apo, Hrvoje and Gao, Xiang and Wu, Tao}, year = {2019}, pages = {18}, DOI = {10.1016/j.apenergy.2019.113554}, chapter = {113554}, keywords = {Energy flexibility, e-CPS, Coal Sewage sludge, Co-combustion, CCHP, Aspen PLUS, ANN}, journal = {Applied energy}, doi = {10.1016/j.apenergy.2019.113554}, volume = {254}, issn = {0306-2619}, title = {Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach}, keyword = {Energy flexibility, e-CPS, Coal Sewage sludge, Co-combustion, CCHP, Aspen PLUS, ANN}, chapternumber = {113554} }
@article{article, author = {Zhao, Haitao and Jiang, Peng and Chen, Zhe and Ezeh, Collins I. and Hong, Yuanda and Guo, Yishan and Zheng, Chenghang and D\v{z}apo, Hrvoje and Gao, Xiang and Wu, Tao}, year = {2019}, pages = {18}, DOI = {10.1016/j.apenergy.2019.113554}, chapter = {113554}, keywords = {Energy flexibility, e-CPS, Coal Sewage sludge, Co-combustion, CCHP, Aspen PLUS, ANN}, journal = {Applied energy}, doi = {10.1016/j.apenergy.2019.113554}, volume = {254}, issn = {0306-2619}, title = {Improvement of fuel sources and energy products flexibility in coal power plants via energy- cyber-physical-systems approach}, keyword = {Energy flexibility, e-CPS, Coal Sewage sludge, Co-combustion, CCHP, Aspen PLUS, ANN}, chapternumber = {113554} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus

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