Abstract

In this article, modeling and optimization of power consumption of two-stage compressed air system have been investigated. To do so, the two-stage compressed air cycle with intercooler of Fajr Petrochemical Company was considered. This cycle includes two centrifugal compressors, a shell, and a tube intercooler. For modeling of power consumption, isentropic efficiencies of actual compressors and thermal effectiveness of intercooler are calculated from experimental data. In these equations, isentropic efficiency of compressors is a function of the inlet temperature, and thermal effectiveness of the intercooler is a function of the inlet air temperature, inlet water temperature of the intercooler, and inlet volumetric flow rate of the cycle. For optimization of power consumption, the Lagrangian method is used. Power consumption and isentropic efficiency of the first- and second-stage compressors, thermal effectiveness of the intercooler, and entropy generation of compressors are considered as the objective function and optimization conditions, respectively. In comparison with the experimental data, the modeling provided suitable accuracy. The optimization effectively reduced the power consumption of the cycle, especially in summer, in a way that the minimum and maximum reductions were 2.9% and 9.6%, respectively.

Highlights

  • Air compressors are used in variety of industries to supply process requirements, operate pneumatic tools and equipments, and meet instrumentation needs

  • There are some regions in the world with specific climatic conditions such as large differences in minimum and maximum temperatures during a year. These temperature variations can cause considerable difference in power consumption and performance of air compressors. These conditions lead to power consumption fluctuations of up to about 15%

  • The numerical solution for nonlinear equation (19) based on the above-mentioned steps in this article is performed by this software, and the outlet resulted from the artificial neural network (ANN) in every iterate is used as the inlet of the second compressor

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Summary

Introduction

Air compressors are used in variety of industries to supply process requirements, operate pneumatic tools and equipments, and meet instrumentation needs. Compressed air systems use about 10% of the total industrial energy use in the world. These systems are typically one of the most expensive utilities in an industrial facility.[1,2] Some large compressors require several kilowatt powers to run. Even for a small air compressor with a displacement of 10 m3/min, an electrical motor of power 50–100 kW is required.[3,4,5]. The work input to a compressor is minimized when the compression process is executed in an internally reversible manner.

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