Thermo-environ-economic analysis and multi-criteria optimization with grey wolf optimizer for a biomass-fueled power, hydrogen, and desalinated water tri-generation plant

This study presents a comprehensive thermodynamic, economic, and environmental assessment of a novel biomass-fueled tri-generation system designed to simultaneously produce electricity, hydrogen, and desalinated water. The proposed configuration integrates a Biomass Gasification Integrated Gas Turbine (BGI–GT) as the topping cycle with three bottoming subsystems: a vanadium–chlorine thermochemical water-splitting cycle (TWSC) for hydrogen production, an organic Rankine cycle (ORC) for heat recovery, and a humidification–dehumidification (HDH) unit for freshwater generation. The gas-turbine exhaust waste heat is sequentially recovered to drive these subsystems, improving overall energy utilization and reducing exergy destruction. A detailed thermodynamic model based on the first and second laws is developed and validated against published experimental data, while economic and environmental performances are quantified using the levelized cost of products (LCOP) and a CO₂ emission index. An ANN-assisted multi-objective Grey Wolf Optimization (GWO) coupled with TOPSIS is then applied to identify optimal operating conditions considering exergy efficiency, LCOP, and CO₂ emissions. At the TOPSIS-selected optimum point, the exergy efficiency, LCOP, and emission index reach 47.67%, 15.51 $/GJ, and 0.658 kg/kWh, representing improvements of 6.05%, 6.17%, and 12.4% over baseline conditions. Overall, the results highlight the proposed system as a promising solution for integrated clean power, hydrogen, and freshwater production from biomass resources.

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Publication Details

Journal
Scientific Reports
Published
2026-03-16
DOI
https://doi.org/10.1038/s41598-026-44289-8
Primary Topic
Thermodynamic and Exergetic Analyses of Power and Cooling Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Thermo-environ-economic analysis and multi-criteria optimization with grey wolf optimizer for a biomass-fueled power, hydrogen, and desalinated water tri-generation plant

Ramzi Hadj Lajimi, Karim Kriaa, Mohamed Shaban, Khalil Hajlaoui et al.
Scientific Reports
Thermodynamic and Exergetic Analyses of Power and Cooling Systems
article

Thermo-environ-economic analysis and multi-criteria optimization with grey wolf optimizer for a biomass-fueled power, hydrogen, and desalinated water tri-generation plant

Ramzi Hadj Lajimi, Karim Kriaa, Mohamed Shaban, Khalil Hajlaoui, Abdellatif M. Sadeq, Ahmed Mohsin Alsayah, Walid Aich, Narinderjit Singh Sawaran Singh
article en

Abstract

This study presents a comprehensive thermodynamic, economic, and environmental assessment of a novel biomass-fueled tri-generation system designed to simultaneously produce electricity, hydrogen, and desalinated water. The proposed configuration integrates a Biomass Gasification Integrated Gas Turbine (BGI–GT) as the topping cycle with three bottoming subsystems: a vanadium–chlorine thermochemical water-splitting cycle (TWSC) for hydrogen production, an organic Rankine cycle (ORC) for heat recovery, and a humidification–dehumidification (HDH) unit for freshwater generation. The gas-turbine exhaust waste heat is sequentially recovered to drive these subsystems, improving overall energy utilization and reducing exergy destruction. A detailed thermodynamic model based on the first and second laws is developed and validated against published experimental data, while economic and environmental performances are quantified using the levelized cost of products (LCOP) and a CO₂ emission index. An ANN-assisted multi-objective Grey Wolf Optimization (GWO) coupled with TOPSIS is then applied to identify optimal operating conditions considering exergy efficiency, LCOP, and CO₂ emissions. At the TOPSIS-selected optimum point, the exergy efficiency, LCOP, and emission index reach 47.67%, 15.51 $/GJ, and 0.658 kg/kWh, representing improvements of 6.05%, 6.17%, and 12.4% over baseline conditions. Overall, the results highlight the proposed system as a promising solution for integrated clean power, hydrogen, and freshwater production from biomass resources.

Scientific Reports
INTI International University (MY), Qatar Airways (Qatar) (QA), Imam Mohammad ibn Saud Islamic University (SA), Iraqi University (IQ), University of Ha'il (SA), Islamic University of Madinah (SA)
Al-Imam Muhammad Ibn Saud Islamic University
Openalex Percentile: Top 21%
Thermodynamic and Exergetic Analyses of Power and Cooling Systems
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