Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization
Circulating fluidized bed boilers are increasingly used in the power generation due to their higher combustion efficiency and lower pollutant emissions. Such boilers require an effective control of the bed temperature, because it influences the boiler combustion efficiency and the rate of harmful...
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Stefan cel Mare University of Suceava
2012-05-01
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Online Access: | http://dx.doi.org/10.4316/AECE.2012.02005 |
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doaj-d16d4d724074493180217a8d8e762a7e2020-11-24T23:35:24ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002012-05-01122273210.4316/AECE.2012.02005Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm OptimizationAYGUN, H.DEMIREL, H.CERNAT, M.Circulating fluidized bed boilers are increasingly used in the power generation due to their higher combustion efficiency and lower pollutant emissions. Such boilers require an effective control of the bed temperature, because it influences the boiler combustion efficiency and the rate of harmful emissions. A Particle-Swarm-Optimization-Proportional-Integrative-Derivative (PSO-PID) controller for the bed temperature of a circulating fluidized bed boiler is presented. In order to prove the capability of the proposed controller, its performances are compared at different boiler loads with those of a Fuzzy Logic (FL) controller. The simulation results demonstrate some advantages of the proposed controller.http://dx.doi.org/10.4316/AECE.2012.02005particle swarm optimizationbed temperaturefuzzy logicboiler |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
AYGUN, H. DEMIREL, H. CERNAT, M. |
spellingShingle |
AYGUN, H. DEMIREL, H. CERNAT, M. Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization Advances in Electrical and Computer Engineering particle swarm optimization bed temperature fuzzy logic boiler |
author_facet |
AYGUN, H. DEMIREL, H. CERNAT, M. |
author_sort |
AYGUN, H. |
title |
Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization |
title_short |
Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization |
title_full |
Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization |
title_fullStr |
Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization |
title_full_unstemmed |
Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization |
title_sort |
control of the bed temperature of a circulating fluidized bed boiler by using particle swarm optimization |
publisher |
Stefan cel Mare University of Suceava |
series |
Advances in Electrical and Computer Engineering |
issn |
1582-7445 1844-7600 |
publishDate |
2012-05-01 |
description |
Circulating fluidized bed boilers are increasingly used in the power generation due to their higher combustion efficiency and lower pollutant emissions. Such boilers require an effective control of the bed temperature, because it influences the boiler combustion efficiency and the rate of harmful emissions. A Particle-Swarm-Optimization-Proportional-Integrative-Derivative (PSO-PID) controller for the bed temperature of a circulating fluidized bed boiler is presented. In order to prove the capability of the proposed controller, its performances are compared at different boiler loads with those of a Fuzzy Logic (FL) controller. The simulation results demonstrate some advantages of the proposed controller. |
topic |
particle swarm optimization bed temperature fuzzy logic boiler |
url |
http://dx.doi.org/10.4316/AECE.2012.02005 |
work_keys_str_mv |
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