User: Guest  Login
Title:

Development of an Operational Planning Tool for Geothermal Plants With Heat and Power Production

Document type:
Zeitschriftenaufsatz
Author(s):
Irl, M.; Lambert, J.; Wieland, C.; Spliethoff, H.
Abstract:
A short-term operational planning tool for geothermal plants with heat and power production connected to large district heating systems is developed. The software tool contains, among other features, a heat demand forecasting model for district heating systems. Two options, such as linear regression and artificial neural networks, are compared. As the result shows, artificial neural networks with the Bayesian Regularization Backpropagation Algorithm have a high generalization capability and are...     »
Keywords:
geothermal energy, heat energy generation/storage/transfer, power (co-) generation, renewable energy
Journal title:
Journal of Energy Resources Technology
Year:
2020
Journal volume:
142
Journal issue:
9
Covered by:
Scopus; Web of Science
Reviewed:
ja
Language:
en
Fulltext / DOI:
doi:10.1115/1.4047755
Publisher:
ASME International
E-ISSN:
0195-07381528-8994
Date of publication:
05.08.2020
TUM Institution:
Lehrstuhl für Energiesysteme
 BibTeX