4.7 Article

Microemulsion systems containing diesel and colza oil as alternative fuels: Phase studies, interfacial tension and solubilization

Journal

FUEL
Volume 117, Issue -, Pages 251-258

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.fuel.2013.09.083

Keywords

Hybrid fuel; Microemulsion; Vegetable oil; Phase behavior; Surfactant

Funding

  1. Romanian Academy within the research programme titled: Complex functional colloids'' of the Ilie Murgulescu'' Institute of Physical Chemistry
  2. EU (ERDF)
  3. Romanian Government [POS-CCE O2.2.1, 19/2009.03.01]
  4. [PN-II-ID-PCE-2011-3-0916]

Ask authors/readers for more resources

The study presents results on alternative fuel microemulsions prepared with diesel and diesel-colza oil mixtures. The surfactants employed were Brij 30 and AOT and the cosurfactant was i-butanol. The water solubilization in oil/water/surfactant-cosurfactant (OWSC) microemulsion systems was studied by pseudo-ternary phase diagrams and phase behavior. In the Winsor (W)I <-> WIII <-> WII sequence, the phase behavior was correlated with the oil/water interfacial tension (sigma(ow)), the size of dispersed particles and the oil and water solubilization parameters. The results showed that the single phase area is smaller for Brij 30 than for AOT but larger for anionic-nonionic surfactant mixture. The microemulsion area decreases when NaCl is present in the aqueous phase. In the WIII systems, the values of sigma(ow) are the lowest, the oil and water solubilization parameters the highest and the dispersed particles have the biggest size. The highest water and oil solubilization parameters are obtained with the anionic-nonionic surfactant mixture and the diesel-colza oil blend. The results show that diesel and diesel-colza oil can be mixed with water to develop fuel for diesel engines. (C) 2013 Elsevier Ltd. All rights reserved.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Biochemistry & Molecular Biology

Development of New Collagen/Clay Composite Biomaterials

Maria Minodora Marin, Raluca Ianchis, Rebeca Leu Alexa, Ioana Catalina Gifu, Madalina Georgiana Albu Kaya, Diana Iulia Savu, Roxana Cristina Popescu, Elvira Alexandrescu, Claudia Mihaela Ninciuleanu, Silviu Preda, Madalina Ignat, Roxana Constantinescu, Horia Iovu

Summary: This study aimed to obtain a novel series of collagen-based composite biomaterials by incorporating various types of clays and gentamicin. The influence of clay type on drug release behavior, physiochemical properties, and biological performance of the composite materials was investigated. The results showed that the clay was successfully included in the collagen matrix without denaturation. The presence of clay improved the thermal and mechanical features of the collagen composites. The type of clay also affected the porosity, biodegradation, cellular viability, and antimicrobial behavior of the composite scaffolds. The study highlights the importance of clay type selection for the development of collagen-based biomaterials.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2022)

Article Materials Science, Multidisciplinary

Novel Hydrophobic Nanostructured Antibacterial Coatings for Metallic Surface Protection

Cristina Lavinia Nistor, Catalin Ionut Mihaescu, Daniela Bala, Ioana Catalina Gifu, Claudia Mihaela Ninciuleanu, Sabina Georgiana Burlacu, Cristian Petcu, Mariana-Gratiela Vladu, Adi Ghebaur, Lenuta Stroea, Ludmila Otilia Cinteza

Summary: Sol-gel coatings are a simple and cost-efficient method to improve the bioactivity, corrosion, and wear resistance of different surfaces. The addition of inorganic nanoparticles into the coatings enhances their corrosion protection performance. The transparent mono- and bi-layered hydrophobic coatings fabricated in this study have antibacterial, hydrophobic, and anti-corrosive properties, making them suitable for protecting metallic surfaces from air pollutants and biological attacks.

COATINGS (2022)

Article Polymer Science

Physicochemical Changes of Alginate and Polyacrylate Mixture Induced by Interactions of the Appended Units

Anca Ruxandra Leonties, Adriana Baran, Gabriela Ionita, Iulia Matei, Sorin Mocanu, Rodica Baratoiu, Elena Hristea, Ludmila Aricov

Summary: This study analyzes the physicochemical properties of solutions containing a mixture of polyacrylates functionalized with alkyl chains and alginate functionalized with beta-cyclodextrins. The formation of host-guest interactions between the functionalized polymers is investigated using various spectroscopic techniques. The results provide valuable information on the conformational changes and potential applications of these polymer mixtures in chemical sensing, molecular recognition, and the printing industry.

MACROMOLECULAR CHEMISTRY AND PHYSICS (2023)

Article Chemistry, Physical

Novel Nanocomposite Hydrogels Based on Crosslinked Microbial Polysaccharide as Potential Bioactive Wound Dressings

Maria Minodora Marin, Madalina Albu Kaya, Durmus Alpaslan Kaya, Roxana Constantinescu, Bogdan Trica, Ioana Catalina Gifu, Elvira Alexandrescu, Cristina Lavinia Nistor, Rebeca Leu Alexa, Raluca Ianchis

Summary: A novel nanocomposite material was synthesized by mixing a crosslinked polysaccharide hydrogel with a bioactive ingredient for wound healing. The effect of varying the ratio between hydrogel components on swelling, degradation rate, and thermo-mechanical behavior was analyzed. The resulting crosslinked structures were characterized using FTIR and microscopy analyses. The antimicrobial activity of the crosslinked hydrogels loaded with the bioactive agent was evaluated against two bacterial strains. The results demonstrated that the synthesized biopolymer nanocomposites have suitable properties for use as antibacterial wound dressings.

MATERIALS (2023)

Article Pharmacology & Pharmacy

Novel Green Crosslinked Salecan Hydrogels and Preliminary Investigation of Their Use in 3D Printing

Raluca Ianchis, Rebeca Leu Alexa, Ioana Catalina Gifu, Maria Minodora Marin, Elvira Alexandrescu, Roxana Constantinescu, Andrada Serafim, Cristina Lavinia Nistor, Cristian Petcu

Summary: In this study, green crosslinked citric acid-salecan hydrogels were investigated as novel materials for regenerative medicine. The impact of salecan and citric acid on the properties of the hydrogels was studied, and it was found that the hydrogels exhibited microporous morphology, good swelling capacity, pH responsiveness, great mechanical stability, and good antibacterial activity. Furthermore, the salecan hydrogels were used as printing inks to create 3D structures with high fidelity and integrity.

PHARMACEUTICS (2023)

Article Biochemistry & Molecular Biology

Antibacterial Aloe vera Based Biocompatible Hydrogel for Use in Dermatological Applications

Mariana Chelu, Adina Magdalena Musuc, Ludmila Aricov, Emma Adriana Ozon, Andreea Iosageanu, Laura M. Stefan, Ana-Maria Prelipcean, Monica Popa, Jose Calderon Moreno

Summary: This research describes a new methodology for obtaining biocompatible hydrogels based on Aloe vera for wound healing applications. Two hydrogels (AV5 and AV10) with different concentrations of Aloe vera were prepared using an all-green synthesis method from renewable and bioavailable materials. The hydrogels showed good antibacterial properties and promoted cell proliferation, migration, and wound closure. This Aloe vera based hydrogel may be suitable for wound healing applications based on its morphology, rheological properties, cytocompatibility, and cell viability.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2023)

Review Chemistry, Physical

Polyelectrolyte Coatings-A Viable Approach for Cultural Heritage Protection

Ioana Catalina Gifu, Raluca Ianchis, Cristina Lavinia Nistor, Cristian Petcu, Irina Fierascu, Radu Claudiu Fierascu

Summary: The continuous degradation of cultural heritage artifacts requires the continuous development of protection strategies, technologies, and materials. Polyelectrolytes have been proven effective in fighting against degradation and conserving heritage objects. This review focuses on the key developments in the use of polyelectrolytes for the preservation, consolidation, and cleaning of various heritage artifacts, including stone, metal, and organic materials like paper, leather, wood, and textiles. The state of the art in this field and future perspectives are presented.

MATERIALS (2023)

Article Pharmacology & Pharmacy

Preparation and In Vitro Characterization of Alkyl Polyglucoside-Based Microemulsion for Topical Administration of Curcumin

Cristina Scomoroscenco, Mircea Teodorescu, Cristina Lavinia Nistor, Ioana Catalina Gifu, Cristian Petcu, Daniel Dumitru Banciu, Adela Banciu, Ludmila Otilia Cinteza

Summary: This study aimed to develop new microemulsion systems for topical use and identify a suitable water-soluble polymer for gel microemulsions. The efficacy of the developed microemulsion and gel microemulsion systems in delivering curcumin into the skin was also studied. A pseudo-ternary phase diagram was developed using specific ingredients, and physicochemical characterization and in vitro permeation studies were conducted.

PHARMACEUTICS (2023)

Article Polymer Science

Formation of Alginate/Chitosan Interpenetrated Networks Revealed by EPR Spectroscopy

Jean-Patrick Joly, Ludmila Aricov, George-Alin Balan, Elena Irina Popescu, Sorin Mocanu, Anca Ruxandra Leonties, Iulia Matei, Sylvain R. A. Marque, Gabriela Ionita

Summary: This study investigates the impact of the order of adding cross-linking agents on the physico-chemical properties of interpenetrated polymer networks. The results suggest that the order of adding cross-linkers affects the dynamic characteristics and overall behavior of the networks.
Article Polymer Science

Microbial Polysaccharide-Based Formulation with Silica Nanoparticles; A New Hydrogel Nanocomposite for 3D Printing

Maria Minodora Marin, Ioana Catalina Gifu, Gratiela Gradisteanu Pircalabioru, Madalina Albu Kaya, Rodica Roxana Constantinescu, Rebeca Leu Alexa, Bogdan Trica, Elvira Alexandrescu, Cristina Lavinia Nistor, Cristian Petcu, Raluca Ianchis

Summary: Natural polysaccharides are recommended for medical applications due to their low cytotoxicity and hydrophilicity. Polysaccharides can be used in additive manufacturing to achieve various customized 3D structures. In this study, silica nanoparticles were added to a microbial polysaccharide to obtain printable hydrogel nanocomposites.
Article Polymer Science

Green Synthesis of Hydrogel-Based Adsorbent Material for the Effective Removal of Diclofenac Sodium from Wastewater

Mariana Chelu, Monica Popa, Jose Calderon Moreno, Anca Ruxandra Leonties, Emma Adriana Ozon, Jeanina Pandele Cusu, Vasile Adrian Surdu, Ludmila Aricov, Adina Magdalena Musuc

Summary: The design of an efficient adsorbent hydrogel based on chitosan, polyethylene glycol 4000 (PEG4000), and xanthan gum (CPX) has been developed for the removal of diclofenac sodium (DCF) from water. The CPX hydrogel showed high viscosity and mechanical stability due to the interaction between chitosan, xanthan gum, and PEG4000. The synthesized hydrogel exhibited pH-independent swelling behavior and achieved a high adsorption capacity for DCF. This study demonstrates the potential of CPX hydrogel as an environmentally friendly option for removing pharmaceutical contaminants from wastewater.
Article Environmental Sciences

Trametes versicolor laccase activity modulated by the interaction with gold nanoparticles

Ludmila Aricov, Aurica Precupas, Madalina Tudose, Dragos Baltag, Bogdan Trica, Romica Sandu, Anca Ruxandra Leonties

Summary: This study investigates the impact of gold nanoparticles on the structure and activity of laccase from Trametes versicolor. It is found that the concentration of nanoparticles and the composition of the medium affect the secondary structure of the enzyme. The binding of nanoparticles leads to conformational changes, and the activity of the enzyme is enhanced at low concentrations of nanoparticles but reduced at high concentrations. The thermal parameters are improved at low nanoparticle concentrations, while the activation energy increases with nanoparticle content. The study also explores the effect of nanoparticles on the decomposition of a recalcitrant dye.

ENVIRONMENTAL RESEARCH (2023)

Article Materials Science, Multidisciplinary

Hybrid Materials Based on ZnO Nanoparticles and Organo-Modified Silica Coatings as Eco-Friendly Anticorrosive Protection for Metallic Historic Artifacts

Mihaela Ioan, Dan Florin Anghel, Mihai Anastasescu, Ioana Catalina Gifu, Elvira Alexandrescu, Roxana Ioana Matei, Cristian Petcu, Ioana Stanculescu, Georgiana Alexandra Sanda, Daniela Bala, Ludmila Otilia Cinteza

Summary: In this study, functional nanocoatings based on ZnO nanoparticles were prepared for the protection of cultural heritage metallic artifacts from corrosion. The presence of ZnO and benzotriazole in the nanocoatings improved their anticorrosive properties, while maintaining similar color, morphological, and optical properties as a commercial lacquer. The results showed that the nanocoatings had similar anticorrosion efficiency to the commercial lacquer and can be used for the preservation of cultural heritage metallic objects.

COATINGS (2023)

Article Polymer Science

Antibacterial Activity of PVA Hydrogels Embedding Oxide Nanostructures Sensitized by Noble Metals and Ruthenium Dye

Diana Pelinescu, Mihai Anastasescu, Veronica Bratan, Valentin-Adrian Maraloiu, Catalin Negrila, Daiana Mitrea, Jose Calderon-Moreno, Silviu Preda, Ioana Catalina Gifu, Adrian Stan, Robertina Ionescu, Ileana Stoica, Crina Anastasescu, Maria Zaharescu, Ioan Balint

Summary: Nanostructured oxides (SiO2, TiO2) were synthesized using the sol-gel method and modified with noble metal nanoparticles (Pt, Au) and ruthenium dye to enhance light harvesting and promote the photogeneration of reactive oxygen species. The resulting nanostructures were embedded in a transparent polyvinyl alcohol (PVA) hydrogel. The engineered materials were evaluated for their ability to generate reactive oxygen species (ROS) and showed potential for biomedical applications.
Article Polymer Science

New Amorphous Hydrogels with Proliferative Properties as Potential Tools in Wound Healing

Petruta Preda, Ana-Maria Enciu, Bianca Adiaconita, Iuliana Mihalache, Gabriel Craciun, Adina Boldeiu, Ludmila Aricov, Cosmin Romanitan, Diana Stan, Catalin Marculescu, Cristiana Tanase, Marioara Avram

Summary: This study developed a new formulation of amorphous hydrogel and demonstrated its pro-proliferation and antibacterial properties. These hydrogels show potential as alternatives for wound healing.
Article Energy & Fuels

Preparation of surface modified nano-hydrotalcite and its applicaiton as a flow improver for crude oil

Yingna Du, Chen Huang, Wei Jiang, Qiangwei Yan, Yongfei Li, Gang Chen

Summary: In this study, anionic surfactants modified hydrotalcite was used as a flow improver for crude oil under low-temperature conditions. The modified hydrotalcite showed a significant viscosity reduction effect on crude oil. The mechanism of the modified hydrotalcite on viscosity and pour point of crude oil was explored through characterization and analysis of the modified hydrotalcite and oil samples.
Article Energy & Fuels

Effect of incorporated hybrid MIL-53(Al) and MWCNT into PES membrane for CO2/CH4 and CO2/N2 separation

Mohammad Saeid Rostami, Mohammad Mehdi Khodaei

Summary: In this study, a hybrid structure, MIL-53(Al)@MWCNT, was synthesized by combining MIL-53(Al) particles and -COOH functionalized multi-walled carbon nanotube (MWCNT). The hybrid structure was then embedded in a polyethersulfone (PES) polymer matrix to prepare a mixed matrix membrane (MMM) for CO2/CH4 and CO2/N2 separation. The addition of MWCNTs prevented MIL-53(Al) aggregation, improved membrane mechanical properties, and enhanced gas separation efficiency.
Article Energy & Fuels

Phase behaviour and physical properties of dimethyl ether (DME)/flue gas/ water/heavy oil systems under reservoir conditions

Yunlong Li, Desheng Huang, Xiaomeng Dong, Daoyong Yang

Summary: This study develops theoretical and experimental techniques to determine the phase behavior and physical properties of DME/flue gas/water/heavy oil systems. Eight constant composition expansion (CCE) tests are conducted to obtain new experimental data. A thermodynamic model is used to accurately predict saturation pressure and swelling factors, as well as the phase boundaries of N2/heavy oil systems and DME/CO2/heavy oil systems, with high accuracy.
Article Energy & Fuels

Comparison of CO2 absorption in DETA solution and [bmim]-[PF6] using thermodynamic and process modelling

Morteza Afkhamipour, Ebad Seifi, Arash Esmaeili, Mohammad Shamsi, Tohid N. Borhani

Summary: Non-conventional amines are being researched worldwide to overcome the limitations of traditional amines like MEA and MDEA. Adequate process and thermodynamic models are crucial for understanding the applicability and performance of these amines in CO2 absorption, but studies on process modeling for these amines are limited. This study used rate-based modeling and Deshmukh-Mather method to model CO2 absorption by DETA solution in a packed column, validated the model with experimental data, and conducted a sensitivity analysis of mass transfer correlations. The study also compared the CO2 absorption efficiency of DETA solution with an ionic solvent [bmim]-[PF6] and highlighted the importance of finding optimum operational parameters for maximum absorption efficiency.
Article Energy & Fuels

Interfacial tension of smart water and various crude oils

Arastoo Abdi, Mohamad Awarke, M. Reza Malayeri, Masoud Riazi

Summary: The utilization of smart water in EOR operations has gained attention, but more research is needed to understand the complex mechanisms involved. This study investigated the interfacial tension between smart water and crude oil, considering factors such as salt, pH, asphaltene type, and aged smart water. The results revealed that the hydration of ions in smart water plays a key role in its efficacy, with acidic and basic asphaltene acting as intrinsic surfactants. The pH also influenced the interfacial tension, and the aged smart water's interaction with crude oil depended on asphaltene type, salt, and salinity.
Article Energy & Fuels

Co-based metal-organic frameworks confined N-hydroxyphthalimide for enhancing aerobic desulfurization of diesel fuels

Dongao Zhu, Kun Zhu, Lixian Xu, Haiyan Huang, Jing He, Wenshuai Zhu, Huaming Li, Wei Jiang

Summary: In this study, cobalt-based metal-organic frameworks (Co-based MOFs) were used as supports and co-catalysts to confine the NHPI catalyst, solving the leaching issue. The NHPI@Co-MOF with carboxyl groups exhibited stronger acidity and facilitated the generation of active oxygen radicals O2•, resulting in enhanced catalytic activity. This research provides valuable insights into the selection of suitable organic linkers and broadens the research horizon of MOF hybrids in efficient oxidative desulfurization (ODS) applications.
Article Energy & Fuels

Influence of carbon-coated zero-valent iron-based nanoparticle concentration on continuous photosynthetic biogas upgrading

Edwin G. Hoyos, Gloria Amo-Duodu, U. Gulsum Kiral, Laura Vargas-Estrada, Raquel Lebrero, Rail Munoz

Summary: This study investigated the impact of carbon-coated zero-valent nanoparticle concentration on photosynthetic biogas upgrading. The addition of nanoparticles significantly increased microalgae productivity and enhanced nitrogen and phosphorus assimilation. The presence of nanoparticles also improved the quality of biomethane produced.
Article Energy & Fuels

Effect of aqueous phase recycling on iron evolution and environmental assessment during hydrothermal carbonization of dyeing sludge

Yao Xiao, Asma Leghari, Linfeng Liu, Fangchao Yu, Ming Gao, Lu Ding, Yu Yang, Xueli Chen, Xiaoyu Yan, Fuchen Wang

Summary: Iron is added as a flocculant in wastewater treatment and the hydrothermal carbonization (HTC) of sludge produces wastewater containing Fe. This study investigates the effect of aqueous phase (AP) recycling on hydrochar properties, iron evolution and environmental assessment during HTC of sludge. The results show that AP recycling process improves the dewatering performance of hydrochar and facilitates the recovery of Fe from the liquid phase.
Article Energy & Fuels

Investigation on the lower flammability limit and critical inhibition concentration of hydrogen under the influence of inhibitors

He Liang, Tao Wang, Zhenmin Luo, Jianliang Yu, Weizhai Yi, Fangming Cheng, Jingyu Zhao, Xingqing Yan, Jun Deng, Jihao Shi

Summary: This study investigated the influence of inhibitors (carbon dioxide, nitrogen, and heptafluoropropane) on the lower flammability limit of hydrogen and determined the critical inhibitory concentration needed for complete suppression. The impact of inhibitors on explosive characteristics was evaluated, and the inhibitory mechanism was analyzed with chemical kinetics. The results showed that with the increase of inhibitor quantity, the lower flammability limit of hydrogen also increased. The research findings can contribute to the safe utilization of hydrogen energy.
Article Energy & Fuels

Phosphotungstic acid supported on Zr-SBA-15 as an efficient catalyst for one-pot conversion of furfural to ?-valerolactone

Zonghui Liu, Zhongze Zhang, Yali Zhou, Ziling Wang, Mingyang Du, Zhe Wen, Bing Yan, Qingxiang Ma, Na Liu, Bing Xue

Summary: In this study, high-performance solid catalysts based on phosphotungstic acid (HPW) supported on Zr-SBA-15 were synthesized and evaluated for the one-pot conversion of furfural (FUR) to γ-valerolactone (GVL). The catalysts were characterized using various techniques, and the ratio of HPW and Zr was found to significantly affect the selectivity of GVL. The HPW/Zr-SBA-15 (2-4-15) catalyst exhibited the highest GVL yield (83%) under optimized reaction conditions, and it was determined that a balance between Bronsted acid sites (BAS) and Lewis acid sites (LAS) was crucial for achieving higher catalytic performance. The reaction parameters and catalyst stability were also investigated.
Article Energy & Fuels

Experimental study of droplet vaporization for conventional and renewable transportation fuels: Effects of physical properties and chemical composition

Michael Stoehr, Stephan Ruoff, Bastian Rauch, Wolfgang Meier, Patrick Le Clercq

Summary: As part of the global energy transition, an experimental study was conducted to understand the effects of different fuel properties on droplet vaporization for various conventional and alternative fuels. The study utilized a flow channel to measure the evolution of droplet diameters over time and distance. The results revealed the temperature-dependent effects of physical properties, such as boiling point, liquid density, and enthalpy of vaporization, and showed the complex interactions of preferential vaporization and temperature-dependent influences of physical properties for multi-component fuels.
Article Energy & Fuels

An experimental and modeling study on the oxidation of ammonia-methanol mixtures in a jet stirred reactor

Yuan Zhuang, Ruikang Wu, Xinyan Wang, Rui Zhai, Changyong Gao

Summary: Through experimental validation and optimization of the chemical kinetic model, it was found that methanol can accelerate the oxidation reaction of ammonia, and methanol can be rapidly oxidized at high concentration. HO2 was found to generate a significant amount of OH radicals, facilitating the oxidation of methanol and ammonia. Rating: 7.5/10.
Article Energy & Fuels

Improving the biodiesel combustion and emission characteristics in the lean pre-vaporized premixed system using diethyl ether as a fuel additive

Radwan M. EL-Zohairy, Ahmed S. Attia, A. S. Huzayyin, Ahmed I. EL-Seesy

Summary: This paper presents a lab-scale experimental study on the impact of diethyl ether (DEE) as an additive to waste cooking oil biodiesel with Jet A-1 on combustion and emission features of a swirl-stabilized premixed flame. The addition of DEE to biodiesel significantly affects the flame temperature distribution and emissions. The W20D20 blend of DEE, biodiesel, and Jet A-1 shows similar flame temperature distribution to Jet A-1 and significantly reduces UHC, CO, and NOx emissions compared to Jet A-1.
Article Energy & Fuels

Condensation characteristics of ammonia vapor during supersonic separation: A novel approach to ammonia-hydrogen separation

Jiang Bian, Ziyuan Zhao, Yang Liu, Ran Cheng, Xuerui Zang, Xuewen Cao

Summary: This study presents a novel method for ammonia separation using supersonic flow and develops a mathematical model to investigate the condensation phenomenon. The results demonstrate that the L-P nucleation model accurately characterizes the nucleation process of ammonia at low temperatures. Numerical simulations also show that increasing pressure and concentration can enhance ammonia condensation efficiency.
Article Energy & Fuels

Multivariate time series prediction for CO2 concentration and flowrate of flue gas from biomass-fired power plants

Shiyuan Pan, Xiaodan Shi, Beibei Dong, Jan Skvaril, Haoran Zhang, Yongtu Liang, Hailong Li

Summary: Integrating CO2 capture with biomass-fired combined heat and power (bio-CHP) plants is a promising method for achieving negative emissions. This study develops a reliable data-driven model based on the Transformer architecture to predict the flowrate and CO2 concentration of flue gas in real time. The model validation shows high prediction accuracy, and the potential impact of meteorological parameters on model accuracy is assessed. The results demonstrate that the Transformer model outperforms other models and using near-infrared spectral data as input features improves the prediction accuracy.