Machine learning and deep learning in chemical health and safety: a systematic review of techniques and applications

Z Jiao, P Hu, H Xu, Q Wang - ACS Chemical Health & Safety, 2020 - ACS Publications
Machine learning (ML) and deep learning (DL) are a subset of artificial intelligence (AI) that
can automatically learn from data and can perform tasks such as predictions and decision …

[HTML][HTML] Research progress and application of emergency plans in China: A review

S Xiong, W Lv, X Xiong, D Liu, X Li… - … Science and Technology, 2023 - maxapress.com
This paper presents a review of the research progress and practical application of
emergency plan construction in China over the past two decades by using the literature …

Accelerated design of flame retardant polymeric nanocomposites via machine learning prediction

Z Zhang, Z Jiao, R Shen, P Song… - ACS Applied Engineering …, 2022 - ACS Publications
Improving the flame retardancy of polymeric materials used in engineering applications is an
increasingly important strategy for limiting fire hazards. However, the wide variety of flame …

Development of machine learning based prediction models for hazardous properties of chemical mixtures

Z Jiao, C Ji, S Yuan, Z Zhang, Q Wang - Journal of Loss Prevention in the …, 2020 - Elsevier
Lower flammability limit (LFL), upper flammability limit (UFL), auto-ignition temperature (AIT)
and flash point (FP) are crucial hazardous properties for fire and explosion hazards …

Development of solubility prediction models with ensemble learning

P Hu, Z Jiao, Z Zhang, Q Wang - Industrial & Engineering …, 2021 - ACS Publications
The solubility parameter is widely used to select suitable solvents for polymers in the
polymer-processing industry. In this study, we established a Hildebrand solubility parameter …

Development of novel combustion risk index for flammable liquids based on unsupervised clustering algorithms

C Ji, Z Jiao, S Yuan, MM El-Halwagi, Q Wang - Journal of Loss Prevention …, 2021 - Elsevier
Current liquid flammability classification mainly relies on flash point and its risk is largely
dependent on consequence and probability. However, combustions of liquefied marine fuels …

Major Accident Control in Temporary Storage Facilities: An Investigative Consequence Analysis of the Bangladesh Container Depot Accident 2022

M Tahmid, N Jahan, N Tasnim… - ACS Chemical Health & …, 2022 - ACS Publications
In the past few years, a number of incidents related to fire and explosions in temporary
chemical storage facilities have occurred that have resulted in large numbers of casualties …

[PDF][PDF] Data-Driven Operational Risk Management: An improved understanding of the effect of causal factors

N Cornwell - 2023 - research.bond.edu.au
The internal and external operating environments of organisations globally are evolving and
becoming more complex, interconnected and volatile. This is leading to greater operational …

A New Approach for Liquid Scanners to Determine Flammable Liquid Concentration in Solutions

E Efeoğlu, G Tuna - Hittite Journal of Science and Engineering, 2021 - dergipark.org.tr
Strong liquid explosives were obtained by mixing some chemical liquids and these
explosives were used in many terrorist attacks in crowded places such as airports, railway …