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Design and Analysis of Adaptive Neuro Fuzzy Logic Controlled Wireless Intelligent Telemetry System

Author(s): Rajwinder Kaur | Kanwalvir Singh Dhindsa

Journal: World of Computer Science and Information Technology Journal
ISSN 2221-0741

Volume: 3;
Issue: 7;
Start page: 120;
Date: 2013;
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Keywords: fuzzy logic | artificial neural networks | adaptive neuro fuzzy inference system | telemetry system | adaptive neuro fuzzy logic.

Abstract— Telemetry systems is an innovative design of electronics and computer system which can be used to take measurements from a remote site by using any type of link like Radio link, optical fiber, co-axial cables etc. Telemetry systems can take any of the measurement like pressure, temperature, density, humidity etc. from a target location and sends the taken measurements via wired or wireless links that may be sent over few meters or may be sent over wide range. There are great and flawless changes in various telemetry systems from some past years that brought a nice popularity to use these systems rather than keeping a human eye on measurements. Telemetry systems have made a user free from taking measurements at target site, noting down the readings, turning the machines on or off. In this paper adaptive neuro fuzzy Logic is combined with wireless telemetry systems to control water flow in water/any fluid Tank used in industries.This paper presents the design of a wireless telemetry system for controlling the flow of water in water tanks used in industrial process using adaptive neuro fuzzy logic called adaptive neuro fuzzy inference system. To incorporate artificial intelligence basically fuzzy logic and artificial networks are used. In this research these two models are initially studied. The advantages and disadvantages of both are discussed. Then these two models are compared by taking different parameters. By combining positive measures of fuzzy logic and artificial neural network, adaptive neuro fuzzy logic is considered as better method to incorporate artificial intelligence in the present research work. The resultant system is an assemblage of computer and communication equipments designed to work together for the purpose of measuring and controlling the flow of water in water tanks(tanks may contain any liquid) placed at far side . Besides control, The systems performs monitoring, data logging, alarming and diagnostic functions so that large, complicated process systems can be operated in a safe manner and maintained by a relatively small staff or just by a computer.
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