Dynamic Modeling and Control of Aircraft Surfaces Using Hybrid Intelligent Controllers
Journal Title: IOSR Journals (IOSR Journal of Electrical and Electronics Engineering) - Year 2017, Vol 12, Issue 6
Abstract
This paper addresses the study of two control surfaces of aircraft namely Elevators and Ailerons for controlling longitudinal and roll control movement. The control surfaces are implemented with hybrid intelligent controllers, such as ANN (artificial neural network), ANFIS (artificial neuro- fuzzy inference system) and combination of PID controller with Fuzzy compensation techniques. Dynamic modeling of these controllers is presented here to examine the overall performance of controllers, primarily based on time response specification and also the behavior of control surfaces. Firstly, transfer function relating to Elevator input is developed by considering Servomotor which is used to control the movement of surface. This particular model is implemented for Linear and Non-linear models and the effect of various nonlinearities is observed on the performance of Flight control system (FCS), whereas for the aircraft roll control system it is designed with rate gyro and rate integrating gyro providing input to the ailerons. The controllers are designed based on linearized model of aircraft so as to simplify the design process, with the idea of dynamic modeling of servomotor for aircraft longitudinal control by controlling the movement of elevators and modeling of rate and rate-integrating gyro for F-16 fighter aircraft by controlling ailerons. A quantitative analysis of controllers has been carried out in MATLAB Simulink© software. Finally, the research study results shows that the combination of Fuzzy-PID controller provides best results with reference to aircraft longitudinal and roll control movement respectively.
Authors and Affiliations
Ajai Kumar Singh, Rahul Dahiya
Flying with Internet of Things via Global Structure
According to growth of high definition technologies and their wide applications in each part of our life, these lead to globalize a new aspect to be an umbrella to cover and connect all things in the world. Internet of t...
Space Vector Pulse Width Modulation Strategy for Indirect Matrix Converters under Abnormal Input Voltage Conditions
Matrix converter is a single-stage power conversion device for AC-AC without dc link of energy saving elements. Any disturbance in input voltage will be reflected immediately in output voltage. In this paper, different k...
Applications Of Smart Home System For Disabled People For Using Wireless Network
In this essay, it will discuss the application of smart home system for using wireless technology to help disabled person to enhance their life style. Smart home system is a kind of automatic system which it can detect t...
Proportional-Integral with filtered Integral mode Controller using Krill Herd (KH) algorithm in a Restructured Power System with HES and IPFC Units
This paper presents the design methodology using Proportional and Integral plus (PI+ ) controllers and Proportional-Integral (PI) with Filtered Integral (PIFI) mode controller for the Automatic Generation Control (AGC) o...
Unmanned Coastal Monitoringandpropulsion System
The International Maritime organization (IMO) sets regulations for marine vessels to insure safety and prompt response to various demands. when it comes to an unmanned vessel it has been done with PID controllers in whic...