Internal and external HIDiCs (heat-integrated distillation columns) optimization by genetic algorithm
Creators
- 1. Computer Aided Process Engineering (CAPE) Laboratory, Chemical Engineering Department, Iran University of science and technology, Tehran 1684613114 (Iran, Islamic Republic of)
- 2. Petroleum Refining Technology Division, Research Institute of Petroleum Industry, Tehran 1485733111 (Iran, Islamic Republic of)
Description
HIDiC (Heat-Integrated Distillation Column) is an effective energy-saving configuration especially for the separation of close boiling point mixtures. In this work, the stochastic methodology has been applied for optimization of both internal and external HIDiCs. The use of GA (Genetic Algorithm) to find the optimal HIDiC configuration is presented while the fitness function is set to be the TAC (Total Annual Cost). HIDiC simulation has been performed based on the modified MESH equations using a rigorous thermodynamic model. Introducing a novel integer variable (the Layout number) leading to a more effective solution for the examined case study. This variable can generate systematically more energy efficient candidates for both internal and external HIDiCs. Benzene-toluene separation has been investigated by the proposed optimization procedure. The multivariable problem can be successfully optimized by GA while a good initial estimation is not essential. Based on the final results, up to 6.60% and 9.75% TAC reduction have been accomplished in external and internal HIDiCs optimization using the proposed method compared to the reported solutions in a previous work for the examined case study. However, VRC (Vapor Recompression Column) optimization at the end of presented work results 7.89% TAC reduction rather than optimal HIDiC. - Highlights: • HIDiC (Heat-Integrated Distillation Columns) and VRC (Vapor Recompression Column) Optimization. • Using Genetic Algorithm as a stochastic optimization procedure for the first time for this problem. • Introducing a new integer variable, Layout number, to produce more heat integration options. • Achieving economic improvements for both External/Internal HIDiC compared to previous work
Availability note (English)
Available from http://dx.doi.org/10.1016/j.energy.2013.10.042Additional details
Identifiers
- DOI
- 10.1016/j.energy.2013.10.042;
- PII
- S0360-5442(13)00894-3;
Publishing Information
- Journal Title
- Energy (Oxford)
- Journal Volume
- 64
- Journal Page Range
- p. 875-886
- ISSN
- 0360-5442
- CODEN
- ENEYDS
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 46018674
- Subject category
- S29: ENERGY PLANNING, POLICY AND ECONOMY; S42: ENGINEERING;
- Descriptors DEI
- ALGORITHMS; BENZENE; BOILING POINTS; COST; DISTILLATION EQUIPMENT; EQUATIONS; HEAT; OPTIMIZATION; SIMULATION; STOCHASTIC PROCESSES; THERMODYNAMIC MODEL; TOLUENE; VAPORS
- Descriptors DEC
- ALKYLATED AROMATICS; AROMATICS; ENERGY; EQUIPMENT; FLUIDS; GASES; HYDROCARBONS; MATHEMATICAL LOGIC; MATHEMATICAL MODELS; ORGANIC COMPOUNDS; PARTICLE MODELS; PHYSICAL PROPERTIES; STATISTICAL MODELS; THERMODYNAMIC PROPERTIES; TRANSITION TEMPERATURE
Optional Information
- Copyright
- Copyright (c) 2013 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.