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Document type:
Konferenzbeitrag 
Author(s):
Irl, M.; Lambert, J.; Wieland, C.; Spliethoff, H. 
Title:
Development of a short-term operational planning tool for geothermal plants with heat and power production connected to large district heating systems 
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. Several 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 ar...    »
 
Keywords:
District heat load forecasting; District heating systems; Cost optimization; Geothermal energy; Geothermal power plants 
Book / Congress title:
THE 32ND INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS 
Congress (additional information):
ECOS 2019 
Date of congress:
23.06.2019-28.06.2019 
Year:
2019 
Pages:
12 
Reviewed:
ja 
Language:
en 
TUM Institution:
Lehrstuhl für Energiesysteme