Zhuoran Zhang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Zhuoran Zhang has a total of 29 co-authors. Here are the top co-authors by number of shared publications:
- Qingsheng Wang
Texas A&M University
9 shared publications Ruiqing Shen
Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas77843-3122, United States
3 shared publications- Shuai Yuan
State Grid UHV Transmission CO.OF SEPC, State Grid Power Supply Company,Taiyuan,China
3 shared publications - Zeren Jiao
State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
3 shared publications Rong Ma
Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
2 shared publicationsYufeng Quan
Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
2 shared publications
Latest Publications
- Open Access
- 17 April 2025
- Published by Elsevier in Journal of Safety and Sustainability
- Vol. 2 (2) , 95-103
The role of in-house safety professionals in influencing organizational safety performance across global industries
- 17 April 2025
- Published by Elsevier in Journal of Safety and Sustainability
- Vol. 2 (2) , 95-103
Open AccessThe role of in-house safety professionals in influencing organizational safety performance across global industries
- Open Access
Synergistic Effects of Titanium-Based MOFs MIL-125 with Intumescent Flame Retardants in ABS Polymer Composites on Flame Retardancy Study
The intumescent flame retardant (IFR) technique is an alternative to halogen-based flame retardants for reducing fire hazards in polymers. However, IFR has drawbacks like unsatisfactory flame-retardant efficiency and high loading requirements. In this study, MIL-125 (Ti-based metal–organic framework) is added to ABS/IFR composites to improve flame retardancy and reduce smoke emissions. Thermogravimetric analysis (TGA) results indicate that combining ammonium polyphosphate (APP) and expandable graphite (EG) increases charred residue and slows mass loss compared with the original ABS resin. The ABS/IFR/MIL-125 system stabilizes the char layer, serving as a protective shield against combustible gases during combustion. Additionally, MIL-125 enhances performance in microscale combustion calorimetry (MCC) flammability testing. In fire tests (UL-94, limiting oxygen index (LOI), and cone calorimeter), the ABS/IFR/MIL-125 system achieves a UL-94 V0 rating and the highest LOI value of 31.5% ± 0.1%. Peak heat lease rate (PHRR) values in the cone calorimeter are reduced by 72% with 20 wt.% of additives, and smoke production decreases by 53% compared with neat ABS. These results demonstrate the efficient synergistic effects of MIL-125 and IFR additives in improving the formation and stability of the intumescent char layer, thereby protecting ABS from intense burning.
Open AccessSynergistic Effects of Titanium-Based MOFs MIL-125 with Intumescent Flame Retardants in ABS Polymer Composites on Flame Retardancy Study
The intumescent flame retardant (IFR) technique is an alternative to halogen-based flame retardants for reducing fire hazards in polymers. However, IFR has drawbacks like unsatisfactory flame-retardant efficiency and high loading requirements. In this study, MIL-125 (Ti-based metal–organic framework) is added to ABS/IFR composites to improve flame retardancy and reduce smoke emissions. Thermogravimetric analysis (TGA) results indicate that combining ammonium polyphosphate (APP) and expandable graphite (EG) increases charred residue and slows mass loss compared with the original ABS resin. The ABS/IFR/MIL-125 system stabilizes the char layer, serving as a protective shield against combustible gases during combustion. Additionally, MIL-125 enhances performance in microscale combustion calorimetry (MCC) flammability testing. In fire tests (UL-94, limiting oxygen index (LOI), and cone calorimeter), the ABS/IFR/MIL-125 system achieves a UL-94 V0 rating and the highest LOI value of 31.5% ± 0.1%. Peak heat lease rate (PHRR) values in the cone calorimeter are reduced by 72% with 20 wt.% of additives, and smoke production decreases by 53% compared with neat ABS. These results demonstrate the efficient synergistic effects of MIL-125 and IFR additives in improving the formation and stability of the intumescent char layer, thereby protecting ABS from intense burning.
- Open Access
- 23 March 2024
- Published by Elsevier in Desalination and Water Treatment
- Vol. 317, 100143
Corrosion inhibition of 8-HQ for AA5052 in 3 wt% NaCl solution in presence of trace Cu2+ ions: Electrochemical/surface studies, DFT/MD modeling
- 23 March 2024
- Published by Elsevier in Desalination and Water Treatment
- Vol. 317, 100143
Open AccessCorrosion inhibition of 8-HQ for AA5052 in 3 wt% NaCl solution in presence of trace Cu2+ ions: Electrochemical/surface studies, DFT/MD modeling
- 7 November 2022
- Published by American Chemical Society (ACS) in ACS Applied Engineering Materials
- Vol. 1 (1) , 596-605
Accelerated Design of Flame Retardant Polymeric Nanocomposites via Machine Learning Prediction
- 7 November 2022
- Published by American Chemical Society (ACS) in ACS Applied Engineering Materials
- Vol. 1 (1) , 596-605
Accelerated Design of Flame Retardant Polymeric Nanocomposites via Machine Learning Prediction
- 20 May 2022
- Published by American Chemical Society (ACS) in ACS Sustainable Chemistry & Engineering
- Vol. 10 (22) , 7216-7222
Sustainable and Efficient Manufacturing of Metal-Organic Framework-Based Polymer Nanocomposites by Reactive Extrusion
- 20 May 2022
- Published by American Chemical Society (ACS) in ACS Sustainable Chemistry & Engineering
- Vol. 10 (22) , 7216-7222
Sustainable and Efficient Manufacturing of Metal-Organic Framework-Based Polymer Nanocomposites by Reactive Extrusion
- 17 May 2022
- Published by American Chemical Society (ACS) in Industrial & Engineering Chemistry Research
- Vol. 61 (21) , 7292-7302
Metal–Organic Framework as an Efficient Synergist for Intumescent Flame Retardants against Highly Flammable Polypropylene
- 17 May 2022
- Published by American Chemical Society (ACS) in Industrial & Engineering Chemistry Research
- Vol. 61 (21) , 7292-7302
Metal–Organic Framework as an Efficient Synergist for Intumescent Flame Retardants against Highly Flammable Polypropylene
- Open Access
Thermal Stability and Flammability Studies of MXene–Organic Hybrid Polystyrene Nanocomposites
Polystyrene (PS) is widely used in the plastics industry, but the application range of PS is limited due to its inherently high flammability. A variety of two-dimensional (2D) nanomaterials have been reported to impart excellent flame retardancy to polymeric materials. In this study, a 2D nanomaterial MXene–organic hybrid (O-Ti3C2) was applied to PS as a nanofiller. Firstly, the MXene nanosheets were prepared by acid etching, intercalation, and delamination of bulk MAX (Ti3AlC2) material. These exfoliated MXene nanosheets were then functionalized using a cationic surfactant to improve the dispersibility in DMF. Even with a small loading of functionalized O-Ti3C2 (e.g., 2 wt%), the resulting PS nanocomposite (PS/O-Ti3C2) showed good thermal stability and lower flammability evidenced by thermogravimetric analysis (TGA) and pyrolysis-combustion flow calorimetry (PCFC). The peak heat release rate (pHRR) was significantly reduced by 32% compared to the neat PS sample. In addition, we observed that the temperature at pHRR (TpHRR) shifted to a higher temperature by 22 °C. By comparing the TGA and PCFC results between the PS/MAX and different weight ratios of PS/O-Ti3C2 nanocomposites, the thermal stability and 2D thermal- and mass-transfer barrier effect of MXene–organic hybrid nanosheets were revealed to play essential roles in delaying the polymer degradation.
Open AccessThermal Stability and Flammability Studies of MXene–Organic Hybrid Polystyrene Nanocomposites
Polystyrene (PS) is widely used in the plastics industry, but the application range of PS is limited due to its inherently high flammability. A variety of two-dimensional (2D) nanomaterials have been reported to impart excellent flame retardancy to polymeric materials. In this study, a 2D nanomaterial MXene–organic hybrid (O-Ti3C2) was applied to PS as a nanofiller. Firstly, the MXene nanosheets were prepared by acid etching, intercalation, and delamination of bulk MAX (Ti3AlC2) material. These exfoliated MXene nanosheets were then functionalized using a cationic surfactant to improve the dispersibility in DMF. Even with a small loading of functionalized O-Ti3C2 (e.g., 2 wt%), the resulting PS nanocomposite (PS/O-Ti3C2) showed good thermal stability and lower flammability evidenced by thermogravimetric analysis (TGA) and pyrolysis-combustion flow calorimetry (PCFC). The peak heat release rate (pHRR) was significantly reduced by 32% compared to the neat PS sample. In addition, we observed that the temperature at pHRR (TpHRR) shifted to a higher temperature by 22 °C. By comparing the TGA and PCFC results between the PS/MAX and different weight ratios of PS/O-Ti3C2 nanocomposites, the thermal stability and 2D thermal- and mass-transfer barrier effect of MXene–organic hybrid nanosheets were revealed to play essential roles in delaying the polymer degradation.
- 21 July 2021
- Published by American Chemical Society (ACS) in Industrial & Engineering Chemistry Research
- Vol. 60 (30) , 11627-11635
Development of Solubility Prediction Models with Ensemble Learning
- 21 July 2021
- Published by American Chemical Society (ACS) in Industrial & Engineering Chemistry Research
- Vol. 60 (30) , 11627-11635
Development of Solubility Prediction Models with Ensemble Learning
- 10 April 2020
- Published by American Chemical Society (ACS) in ACS Chemical Health & Safety
- Vol. 27 (3) , 190-197
A Hazard Index for Chemical Logistic Warehouses with Modified Flammability Rating by Machine Learning Methods
With the rapid development of chemical process plants worldwide, the safe storage of hazardous chemicals continues to be an important topic. Chemical warehouse incidents related to fire and explosion are reported constantly. These incidents not only cause direct economic loss but also harm the local environment. Therefore, an accurate hazard identification method for a logistic warehouse is valuable since it can help people recognize the potential hazard in the chemical storage area. In this study, a storage hazard factor (SHF) was developed to evaluate and rank the inherent hazards of chemicals stored in logistic warehouses. In the calculation of SHF, the National Fire Protection Association (NFPA) hazard diamond was used to quantify the instability hazard; the U.S. Department of Energy’s Protective Action Criteria (PAC) values were utilized to modify chemical health hazard, and two machine learning based methods were used for the classification of flammability. The SHF and safety penalty factors (e.g., quantity, population density) were then utilized to create a hazard index of the facilities. This index can be used not only for developing a proper emergency response plan but also for effectively communicating risk with the residents who live near the facility. In addition, the index can be used by governments to allocate the resources better for first responders to make fire protection strategies, and by stakeholders to improve the risk management.
- 10 April 2020
- Published by American Chemical Society (ACS) in ACS Chemical Health & Safety
- Vol. 27 (3) , 190-197
A Hazard Index for Chemical Logistic Warehouses with Modified Flammability Rating by Machine Learning Methods
With the rapid development of chemical process plants worldwide, the safe storage of hazardous chemicals continues to be an important topic. Chemical warehouse incidents related to fire and explosion are reported constantly. These incidents not only cause direct economic loss but also harm the local environment. Therefore, an accurate hazard identification method for a logistic warehouse is valuable since it can help people recognize the potential hazard in the chemical storage area. In this study, a storage hazard factor (SHF) was developed to evaluate and rank the inherent hazards of chemicals stored in logistic warehouses. In the calculation of SHF, the National Fire Protection Association (NFPA) hazard diamond was used to quantify the instability hazard; the U.S. Department of Energy’s Protective Action Criteria (PAC) values were utilized to modify chemical health hazard, and two machine learning based methods were used for the classification of flammability. The SHF and safety penalty factors (e.g., quantity, population density) were then utilized to create a hazard index of the facilities. This index can be used not only for developing a proper emergency response plan but also for effectively communicating risk with the residents who live near the facility. In addition, the index can be used by governments to allocate the resources better for first responders to make fire protection strategies, and by stakeholders to improve the risk management.
- 1 March 2020
- Published by Elsevier in Journal of Hazardous Materials
- Vol. 386, 121640
Liquid flammability ratings predicted by machine learning considering aerosolization
- 1 March 2020
- Published by Elsevier in Journal of Hazardous Materials
- Vol. 386, 121640
Liquid flammability ratings predicted by machine learning considering aerosolization