ECO-ANA: Techno-Economic Analysis Tool for Chemical Processes
Project description
[ECO-ANA: Techno-Economic Analysis Tool for Chemical Processes]
SUMMARY
ECO-ANA(Process Economic-Analyzer) is designed to support early-stage techno-economic analysis (TEA) of chemical processes accounting for cost estimation model uncertainty.
This was developed by LSPE, the Laboratory for Sustainable Process Engineering from Chungnam national university.
LSPE@CNU: https://sites.google.com/view/rohgroup
INSTALLATION
Install the package from PyPI:
pip install ecoana
MODULES
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ecoana.eqpcomo()
eqpcomo()is a Python module for chemical process equipment cost estimation. This module provides a unified interface to estimate equipment purchase costs using several well-known correlations from chemical engineering literature. Each model contains equipment-specific correlations, capacity ranges, and material factors based on the original literature sources.The library currently implements equipment cost estimation models from:
Turton model: Richard A. Turton (2018), “Analysis, Synthesis, and Design of Chemical processes” (5th ed.)
Seider model: Warren D. Seider (2016), “Product and Process Design Principles: Synthesis, Analysis and Evaluation” (4th ed.)
Smith model: Robin Smith (2016), “Chemical Process Design and Integration” (2nd ed.)
Peters model: Max. S. Peters (2003), “Plant Design and Economics for Chemical Engineers” (5th ed.)
Towler model: Gavin Towler (2007), “Chemical Engineering Design –Principles, Practice and Economics of plant” (1st ed.)
Guthrie model: L. T. Biegler (1997) "Systematic Methods of Chemical Process Design" (1st ed.)
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Function Interface
Main features:eqpcomo(model="model name", equipment="equipment name", eqptype="equipment type name", par_1=par_1_value, par_2=par_2_value,...)
Table of parameters to `eqpcomo()` function:Parameter Description model Cost estimation model ( Turton,Seider,Smith,Towler,Peters,Guthrie)equipment Equipment name eqptype Equipment type material Construction material T_K Design temperature (K) P_bar Design pressure (bar) vol_cum Volume (m³) area_sqm Heat transfer area (m²) power_kW Equipment power (kW) massflow_kgph Mass flow rate (kg/h) volflow_cumph Volumetric flow rate (m³/h) diameter_m Diameter (m) height_m Height (m) thickness_m Wall thickness (m)
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Basic Usage
Example: Estimating the cost of a centrifugal compressor using the Smith model.from ecoana import eqpcomo cost = eqpcomo( model="Smith", equipment="Compressor", eqptype="Centrifugal", T_K=400, P_bar=10, material='Carbon steel', power_kW=1000 ) print(cost)Output: The
eqpcomo()returns a tuple containing two values.(212390.5, '2000 year basis')Each equipment cost estimation models are based on correlations derived from price data for different years.
Therefore, the function returns the basis year together with the cost estimate so that users can adjust the cost using an appropriate Capital Cost Index (e.g., CEPCI) if needed.
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Error Messages
The required parameters for function can be differ depending on selected cost estimation model or equipment type.
Therefore, theeqpcomo()includes built-in input validation and guidance through error messages.
If required parameters are missing or invalid, the function returns a error message indicating:- which input parameter is missing
- whether the selected model or equipment type is unsupported
- the list of available options for the given model
Example 1:
If the essential parameters required for cost estimation is not input into the function,eqpcomo(model="Turton", equipment="Vaporizer")Error: Missing required input variables for the selected model and equipment. Missing variables: ['eqptype', 'vol_cum', 'P_bar', 'material']
Example 2:
If the model does not support the equipment cost estimation formula for the equipment specifiaction (e.g., material, equipment, eqptype) input by the user.eqpcomo(model="Turton", equipment="Membrane")Error: The selected equipment 'Membrane' is not available in the equipment cost estimation model. Available equipment options: ['Blender', 'Centrifuge', 'Compressor', 'Conveyor', 'Crystallizer-batch evaporative', 'Dryer', 'Dust collector', 'Evaporator', 'Fans', 'Furnace', 'Filters', 'Mixer', 'Heater', 'Packing', 'Vessel/Tower', 'Pumps', 'Reactor', 'Storage tank', 'Screens', 'Trays', 'Turbines', 'Vaporizer', 'Heat exchanger (shell and tube)', 'Heat exchanger (others)']
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Automatic Parameter Estimation
Theeqpcomo()can automatically estimate some parameters when they are not explicitly provided, as long as enough related equipment data is available.
| Estimated parameter | Description | Required input parameters for estimation | Applied condition |
|---|---|---|---|
vol_cum |
Vessel volume | diameter_m, height_m |
When equipment="Vessel/Tower" and vol_cum is not provided |
thickness_m |
Vessel wall thickness | diameter_m, P_bar, T_K, material |
When equipment="Vessel/Tower" and thickness_m is not provided |
pumphead_m |
Pump head | power_kW, volflow_cumph, massflow_kgph |
Available through helper logic when pump head needs to be inferred |
AUTHOR
Haeun Choi
E-mail: nolaaa@o.cnu.ac.kr
ACKNOWLEDGEMENT
This work is supported by the Development of next-generation biorefinery platform technologies for leading bio-based chemicals industry project (2022M3J5A1056072), by Development of platform technologies of microbial cell factories for the next-generation biorefineries project (2022M3J5A1056117), and by the Education and Research Center for Eco-Friendly Next-Generation Batteries (RS-2024-00447869) from National Research Foundation supported by the Korean Ministry of Science and ICT.
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