Javascript must be enabled to continue!
Fractional Order Controller Designing with Firefly Algorithm and Parameter Optimization for Hydroturbine Governing System
View through CrossRef
A fractional order PID (FOPID) controller, which is suitable for control system designing for being insensitive to the variation in system parameter, is proposed for hydroturbine governing system in the paper. The simultaneous optimization for several parameters of controller, that is,Ki,Kd,Kp,λ, andμ, is done by a recently developed metaheuristic nature-inspired algorithm, namely, the firefly algorithm (FA), for the first time, where the selecting, moving, attractiveness behavior between fireflies and updating of brightness, and decision range are studied in detail to simulate the optimization process. Investigation clearly reveals the advantages of the FOPID controller over the integer controllers in terms of reduced oscillations and settling time. The present work also explores the superiority of FA based optimization technique in finding optimal parameters of the controller. Further, convergence characteristics of the FA are compared with optimum integer order PID (IOPID) controller to justify its efficiency. What is more, analysis confirms the robustness of FOPID controller under isolated load operation conditions.
Title: Fractional Order Controller Designing with Firefly Algorithm and Parameter Optimization for Hydroturbine Governing System
Description:
A fractional order PID (FOPID) controller, which is suitable for control system designing for being insensitive to the variation in system parameter, is proposed for hydroturbine governing system in the paper.
The simultaneous optimization for several parameters of controller, that is,Ki,Kd,Kp,λ, andμ, is done by a recently developed metaheuristic nature-inspired algorithm, namely, the firefly algorithm (FA), for the first time, where the selecting, moving, attractiveness behavior between fireflies and updating of brightness, and decision range are studied in detail to simulate the optimization process.
Investigation clearly reveals the advantages of the FOPID controller over the integer controllers in terms of reduced oscillations and settling time.
The present work also explores the superiority of FA based optimization technique in finding optimal parameters of the controller.
Further, convergence characteristics of the FA are compared with optimum integer order PID (IOPID) controller to justify its efficiency.
What is more, analysis confirms the robustness of FOPID controller under isolated load operation conditions.
Related Results
Optimization and Modelling to Enhance Hydroturbine Performance
Optimization and Modelling to Enhance Hydroturbine Performance
In this study, a new design of a hydroturbine was developed, modelled, and constructed. The unique features of this turbine design required a thorough investigation and optimizatio...
Solving Undamped and Damped Fractional Oscillators via Integral Rohit Transform
Solving Undamped and Damped Fractional Oscillators via Integral Rohit Transform
Background: The dynamics of fractional oscillators are generally described by fractional differential equations, which include the fractional derivative of the Caputo or Riemann-Li...
B-025 Revolutionizing NGS-driven Laboratory Developed Tests: The impact of automated liquid handling on plate-based bead clean-up
B-025 Revolutionizing NGS-driven Laboratory Developed Tests: The impact of automated liquid handling on plate-based bead clean-up
Abstract
Background
Automated liquid handling systems are proving to be a transformative technology in the landscape of Laborato...
A Firefly Algorithm Based Hybrid Method for Structural Topology Optimization
A Firefly Algorithm Based Hybrid Method for Structural Topology Optimization
Abstract
In this paper a firefly algorithm based hybrid algorithm through retaining global convergence of firefly algorithm and ability of generating connected topologies o...
A Firefly Algorithm Based Hybrid Method for Structural Topology Optimization
A Firefly Algorithm Based Hybrid Method for Structural Topology Optimization
Abstract
In this paper, a firefly algorithm based hybrid algorithm through retaining global convergence of firefly algorithm and ability to generate connected topologies of...
A Firefly Algorithm Based Hybrid Method for Structural Topology Optimization
A Firefly Algorithm Based Hybrid Method for Structural Topology Optimization
Abstract
In this paper, a firefly algorithm based hybrid algorithm through retaining global convergence of firefly algorithm and ability to generate connected topologies of...
LAND SNAIL PREFERENCE OF FIREFLY Pyrocoelia tonkinensis Olivier LARVAE AND THEIR POPULATION DYNAMICS AT THE CHULALONGKORN UNIVERSITY FOREST AND RESEARCH STATION, LAI NAN SUBDISTRICT, WIANG SA DISTRICT, NAN PROVINCE
LAND SNAIL PREFERENCE OF FIREFLY Pyrocoelia tonkinensis Olivier LARVAE AND THEIR POPULATION DYNAMICS AT THE CHULALONGKORN UNIVERSITY FOREST AND RESEARCH STATION, LAI NAN SUBDISTRICT, WIANG SA DISTRICT, NAN PROVINCE
Land snail preference, feeding behavior and population dynamics of firefly Pyrocoelia tonkinensis larvae and land snail prey were investigated from February 2013 to February 2014. ...
Geometric morphometrics as a tool for three species identification of the firefly (Coleoptera: Lampyridae) in Thailand
Geometric morphometrics as a tool for three species identification of the firefly (Coleoptera: Lampyridae) in Thailand
Abstract. Chaiphongpachara T, Sumruayphol S. 2019. Geometric morphometrics as a tool for three species identification of the firefly (Coleoptera: Lampyridae) in Thailand. Biodivers...

