Back to Project Overview
CHEM ENG LAB • CONSULTING PRACTICE

ENG. ANDREW OMWENGA

Chemical & Process Simulation Engineer • Thermodynamic Specialist

DOCUMENT REF: AEO-REP-08-2026
DATE: September 18, 2026
STATUS: CLIENT APPROVED / PRODUCTION READY
CLASSIFICATION: TECHNICAL AUDIT & MODELING REPORT
PROJECT TITLE & SIMULATION SCOPE:

Crude Preheat Train Fouling & Furnace Optimization

Section 1.0 — Simulation & Facility Metadata

Software PlatformAspen HYSYS & Python
Fluid PackagePeng-Robinson EOS
Industry SectorOil Refining & Petrochemicals
Location BenchmarkIndustrial Process Plant

Section 2.0 — Executive Summary

Quantifying energy penalties, furnace duty increases, and carbon emission surges resulting from severe exchanger fouling in a 100,000 kg/h crude distillation unit (CDU).

Energy / Duty Impact13.92 GJ/h Recoverable Duty
CO2 Abatement7,350 t/yr CO2 Abated
Payback / Cost Savings$786,240 / year Fuel Saved

Section 3.0 — Problem Statement & Operating Bottlenecks

Crude preheat train fouling reduces recovered heat across E-101/102/103 exchangers and forces the fired heater (furnace) to consume additional fuel to maintain the CDU feed temperature at 350 °C.

Section 4.0 — Objectives & Rigorous Simulation Methodology

1. Model clean baseline preheat train in Aspen HYSYS. 2. Simulate light, moderate, and severe fouling scenarios by adjusting overall heat transfer coefficients (U-values). 3. Calculate resulting furnace duty penalties, fuel cost inflation, and CO2 emission surges. 4. Establish economic cleaning thresholds using Python sensitivity automation.

Rigorous Aspen HYSYS steady-state simulation coupled with Python via Win32 COM API for automated sensitivity analysis. Exchanger performance degraded progressively from clean U=450 W/m²K to U=180 W/m²K under severe fouling.

Section 5.0 — Simulation Results & Thermodynamic Findings

SIMULATION RESULTS: - Clean Baseline: Furnace Inlet = 220 °C, Furnace Duty = 47.67 GJ/h - Light Fouling: Furnace Inlet = 205 °C, Furnace Duty = 51.96 GJ/h (+9.0% duty penalty) - Moderate Fouling: Furnace Inlet = 190 °C, Furnace Duty = 56.15 GJ/h (+17.8% duty penalty) - Severe Fouling: Furnace Inlet = 170 °C, Furnace Duty = 61.59 GJ/h (+29.2% duty penalty) ECONOMIC SCENARIO RESULTS (Assumptions: 85% Efficiency, $6/GJ Fuel, 8,000 hrs/yr): - Extra Annual Fuel Cost (Severe Fouling): $786,240 / year - CO2 Emission Surge: +8,150 metric tons CO2 / year

The +29.2% duty penalty under severe fouling places significant thermal stress on fired heater tubes, driving up bridge wall temperatures and approaching thermal flux limits. Implementing predictive cleaning automation when furnace inlet temperature drops below 195 °C yields a net annual saving of over $500,000 post-cleaning costs.

Section 6.0 — Core Engineering Takeaways

01.Simulates heat transfer degradation across 3 shell-and-tube exchangers in series
02.Quantifies 16.38 GJ/h excess fuel gas penalty and 7,350 t/yr CO2 emissions increase
03.Calculates exact financial cost ($786,240/yr) to justify optimal cleaning cycles

Section 7.0 — Model Assumptions & Future Recommendations

Boundary Conditions & Assumptions:

Model assumes constant crude oil composition (32 API gravity) and steady-state thermal operation without temporal tube skin oxidation dynamics.

Future Digital Twin Integration:

Integration with Aspen HYSYS Dynamics to capture transient thermal inertia during furnace firing rate ramping.

Section 8.0 — Consultant Conclusion & Verification Sign-off

Crude preheat train fouling is not merely an operational inconvenience; it is a major energy and environmental liability. Dynamic simulation-based monitoring allows refineries to optimize cleaning cycles before severe fuel penalties accumulate.

Prepared & Verified By:
Eng. Andrew Omwenga Signature
Eng. Andrew Omwenga
Lead Process Simulation & Decarbonization Engineer
Chem Eng Practice
DIGITALLY VALIDATED
Aspen HYSYS / Plus / EDR Model Verification: PASSED
Thermodynamic Mass & Energy Balance: 100% CLOSED
© 2026 Eng. Andrew Omwenga • All rights reserved. Confidential technical consulting report prepared for client engineering review.