Abstract
In chemical engineering science, controlling temperature using nonlinear system is a very important task and continuous stirred tank reactor (CSTR) acts as a center of chemical process to control temperature at plant. In this work, to control temperature, IOPID and FOPID controllers have been tested on CSTR nonlinear model and simulation study has been performed. Fractional-order PID controller has been designed using RL fractional calculus method and plays advanced role using two degree of freedoms. PSO optimization algorithm has been used to optimize the parameters of controllers selecting ITAE as single objective function. Now, to stabilize the heat at satisfactory level, internal model control (IMC)-based FOPID controller followed by a novel technique on set point weighted-based IMC-FOPID has been approached to filter the performance of the system comparing with other controllers in simulation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
V. Vaishnavi, Design of optimal PID control for an unstable system using genetic algorithm. Int. J. Innov. Manage. Technol. 3 (2012)
K. Jimisha, M. Shinu, Analysis of conventional controllers for high pressure rated modified CSTR system. Int. Adv. Res. J. Sci. Eng. Technolo. 3, 274–277 (2016)
V. Bijani, A. Khosravi, Robust PID controller design based on a novel constrained ABC algorithm. Trans. Inst. Measure. Control. 40, 202–209 (2018)
M. Dulau, A. Gligor, Fractional order controllers versus integer order controllers. Procedia Eng. 181, 538–545 (2017)
I. Podlubny, Fractional order system and PIλDµ controllers. IEEE Trans. Autom. Control 8, 208–214 (1999)
V. Anusha, Design and analysis of IMC based PID controller for unstable systems for enhanced closed loop performance. IFAC Proceed. 45, 41–46 (2012)
G. Rao, Design of internal model control-PID controller with improved filter for disturbance rejection. Syst. Sci. Control Eng. 2 (2014)
R. Rayalla, B. Gara, An improved fractional filter fractional IMC PID controller design and analysis for enhanced performance of non-integer order plus time delay process. Eur. J. Electr. Eng. 21, 139–147 (2019)
K. Bingi, R. Ibrahim, A comparative study of 2 DOF PID and 2 DOF FOPID on a class of unstable system. Archives Control Sci. 28, 635–682 (2018)
M. Federico, particle swarm optimization-a tutorial. Chemom. Intell. Lab. Syst. 149, 153–165 (2015)
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Mukherjee, D., Kundu, P., Ghosh, A. (2021). Analysis of Conventional and Fractional-Order Controllers for Nonlinear CSTR System. In: Sherpa, K.S., Bhoi, A.K., Kalam, A., Mishra, M.K. (eds) Advances in Smart Grid and Renewable Energy. ETAEERE ETAEERE 2020 2020. Lecture Notes in Electrical Engineering, vol 691. Springer, Singapore. https://doi.org/10.1007/978-981-15-7511-2_15
Download citation
DOI: https://doi.org/10.1007/978-981-15-7511-2_15
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-7510-5
Online ISBN: 978-981-15-7511-2
eBook Packages: EnergyEnergy (R0)