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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Main Authors: AYGUN, H., DEMIREL, H., CERNAT, M.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2012-05-01
Series:Advances in Electrical and Computer Engineering
Subjects:
Online Access:http://dx.doi.org/10.4316/AECE.2012.02005
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spelling 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
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