Artificial intelligence based optimization for vibration energy harvesting applications
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F12%3APU96989" target="_blank" >RIV/00216305:26210/12:PU96989 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/s00542-012-1432-1" target="_blank" >http://dx.doi.org/10.1007/s00542-012-1432-1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s00542-012-1432-1" target="_blank" >10.1007/s00542-012-1432-1</a>
Alternative languages
Result language
angličtina
Original language name
Artificial intelligence based optimization for vibration energy harvesting applications
Original language description
This paper deals with optimization studies based on artificial intelligence methods. These modern optimization methods can be very useful for design improving of an electromagnetic vibration energy harvester. The vibration energy harvester is a complex mechatronic device which harvests electrical energy from ambient mechanical vibrations. The harvester design consists of a precise mechanical resonator, electromagnetic converter and electronics. The optimization study of such complex mechatronic device is complicated however artificial intelligence methods can be used for set up of optimal harvester parameters. Used optimization strategies are applied to optimize the design of the electro-magnetic vibration energy harvester according to multi-objective fitness functions. Optimization results of the harvester are summarized in this paper. Presented optimization algorithms can be used for a design of new energy harvesting systems or for improving on existing energy harvesting systems.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED0002%2F01%2F01" target="_blank" >ED0002/01/01: NETME Centre (New Technologies for Mechanical Engineering)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Microsystem Technologies
ISSN
0946-7076
e-ISSN
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Volume of the periodical
18
Issue of the periodical within the volume
7-8
Country of publishing house
DE - GERMANY
Number of pages
12
Pages from-to
1003-1014
UT code for WoS article
000305691500021
EID of the result in the Scopus database
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