| Title |
Modelling of ambient comfort affect reward based adaptive laboratory climate controller / |
| Authors |
Bielskis, A.A ; Guseinoviene, E ; Drungilas, D ; Gricius, G ; Zulkas, E |
| DOI |
10.5755/j01.eee.19.8.5399 |
| Full Text |
|
| Is Part of |
Elektronika ir elektrotechnika = Electronics and electrical engineering.. Kaunas : Technologija. 2013, vol. 19, no. 8, p. 79-82.. ISSN 1392-1215. eISSN 2029-5731 |
| Keywords [eng] |
thermal comfort ; reinforcement learning ; radial basis neural network |
| Abstract [eng] |
There are enlarged capabilities of the Ambient Comfort Affect Reward Based Laboratory Climate Controller (ACAR-Controller) by developing and integrating of the Heating/Ventilation/Air Conditioning (HVAC) and the Red- Green-Blue-Yellow (RGBY) Light Emitting Diode (LED) lighting sub-models of one room laboratory in the ACARController model. The model was validated by implementation and testing of the following elements of the laboratory prototype of ACAR-Controller: a) the sustainable electric power distribution subsystem; b) the intelligent RGBY LED lighting subsystem; c) the non-invasive measuring subsystem of human reaction to comfort conditions in the laboratory; d) the ATMEGA128RFA1-ZU transceivers based wireless communication subsystem; e) the software for the ACARController. |
| Published |
Kaunas : Technologija |
| Type |
Journal article |
| Language |
English |
| Publication date |
2013 |
| CC license |
|
