ARTIFICIAL NEURAL NETWORKS UTILIZATION WITHIN BUILDING ENERGY AND ENVIRONMENTAL SYSTEMS
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F09%3A01155148" target="_blank" >RIV/68407700:21110/09:01155148 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
ARTIFICIAL NEURAL NETWORKS UTILIZATION WITHIN BUILDING ENERGY AND ENVIRONMENTAL SYSTEMS
Original language description
Information technology progress influences all of our life. Modern buildings are significant example of formation of indoor climate conditions including all HVAC systems within a building. As our qualitative requirements increase, grows also importance of building energy performance as well as energy performance of all systems. Along with high efficiency components is significant factor related to systems control. Present status of regulation and control systems allow incorporation of highly sophistic procedures. One of these procedures is utilization of artificial neural networks as computational core of the control system. These artificial neural networks offer possibility of approximation of large scale and complex mathematical models. So much simpler approach in mutual relationships between inputs, parameters and outputs replace original model. Another great advantage lies in learning ability from previous results and supplied data. These possibilities discusses following paper.
Czech name
VYUŽITÍ NEURONOVÝCH SÍTÍ V SYSTÉMECH TZB
Czech description
Využití neuronových sítích v aplikacích technických zařízení budov
Classification
Type
D - Article in proceedings
CEP classification
JE - Non-nuclear power engineering, energy consumption and utilization
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
XII Mezinárodní vědecká konference Technická zařízení staveb a energie budov
ISBN
978-80-7204-629-4
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
Akademické nakladatelství CERM
Place of publication
Brno
Event location
Brno
Event date
Apr 20, 2009
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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