Embedded Fuzzy Control for Reefer Refrigeration Systems

نویسندگان

  • Shane Spiteri
  • Leon Reznik
  • Paul Vilas-Boas
چکیده

This paper is devoted to the development of a fast industrial design of an embedded fuzzy controller for an OL unstable plant starting from an initial fuzzy system developed in conjunction with an expert. Through prototyping and implementation on a general-purpose microprocessor the CL plant can then be tested and used to iteratively identify and control the plant until the desired control system criteria is achieved. This paper describes the design, implementation and testing of an embedded fuzzy controller as a simple, practical solution to a regulation problem in reefer refrigeration systems. Fuzzy logic was utilized for the ease with which it enables expert opinion expressed within the framework of a natural language to be converted into a PID-like control algorithm. By using the Motorola HC12 MCU with its inbuilt fuzzy logic instruction set a rapid prototype design was implemented and the application of fuzzy logic and iterative identification and control to general industrial refrigeration systems was found to be a possible economically feasible solution.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Embedded Smart Controller for an Industrial Reefer Refrigeration

1 This is an extended version of the paper presented to the 10 IEEE International Conference on Fuzzy Systems “Meeting the Grand Challenge: Machines that Serve People”, Melbourne, Australia, December 2-5, 2001 Abstract. The paper describes the development of a smart embedded fuzzy system for reefer refrigeration control. The goal of this project is twofold: to design an efficient and economical...

متن کامل

Fuzzy modeling and identification of intelligent control for refrigeration compressor

Fuzzy modeling and mathematical analysis for the intelligent control of compressor in order to regulate refrigerant mass flow in vapour compression refrigeration system has been described. The compressor speed and delivery pressure are taken as input parameters and mass flow rate is considered as output parameter. To develop an effective model for control design, fuzzy rule base is designed wit...

متن کامل

Advanced Analysis of Dew Point Control Unit of Hybrid Refrigeration Systems in Gas Refineries

In this paper, an advanced analysis of a novel hybrid compression-absorption refrigeration system (HCARS) for natural gas dew point control unit in a gas refinery is presented. This unit separates the heavy hydrocarbon molecules in the natural gas, which is traditionally carried out by natural gas cooling in a compression refrigeration cycle (CRS). The power input required for the refrigeration...

متن کامل

On Embedded Fuzzy Controllers

In recent years various practical applications of fuzzy logic control have appeared in the literature. Many of the applications have been implemented as software controllers utilizing a personal computer in the loop. Such control implementations are suitable for a number of applications but are not very feasible for embedded systems, e.g. untethered mobile robots. In this paper, we explore feas...

متن کامل

Membership Functions Optimization of Fuzzy Control Based on Genetic Algorithms

The principle and implementation procedure of genetic algorithms were introduced and were applied to optnmze the parameters of fuzzy controller which control the superheat of evaporator in refrigeration system. Simulation results of performance of optimized fuzzy control rules, comparing with the primary rules, were obtained.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001