[HTML][HTML] Artificial intelligence perspectives: A systematic literature review on modeling, control, and optimization of fluid catalytic cracking

MK Khaldi, M Al-Dhaifallah, O Taha - Alexandria Engineering Journal, 2023 - Elsevier
Abstract The Fluid Catalytic Cracking unit (FCC) is a key process that plays an important
technical and economical role in the refining industry. Over the past years, there has been …

The mathematical catalyst deactivation models: a mini review

ZM Shakor, EN Al-Shafei - RSC advances, 2023 - pubs.rsc.org
Catalyst deactivation is a complex phenomenon and identifying an appropriate deactivation
model is a key effort in the catalytic industry and plays a significant role in catalyst design …

[HTML][HTML] Clean technology selection of hydrogen production on an industrial scale in Morocco

I Ourya, S Abderafi - Results in engineering, 2023 - Elsevier
Sustainable hydrogen production is a priority for Morocco, and it's part of the country's
national energy strategy, which is currently being developed. Many processes can be used …

Accelerating operation optimization of complex chemical processes: A novel framework integrating artificial neural network and mixed-integer linear programming

J Zhou, T Shi, J Ren, C He - Chemical Engineering Journal, 2024 - Elsevier
We present an automated framework that integrates rectified linear unit activated artificial
neural network (ReLU-ANN) and mixed-integer linear programming (MILP) to enable …

[HTML][HTML] Deep learning design of functionally graded porous electrode of proton exchange membrane fuel cells

XY Tai, L **ng, SDR Christie, J Xuan - Energy, 2023 - Elsevier
For the next generation of proton exchange membrane (PEM) fuel cells, the conventional
electrode with uniform distribution of functional components is urged to be replaced by …

[HTML][HTML] Hydroisomerisation and Hydrocracking of n-Heptane: Modelling and Optimisation Using a Hybrid Artificial Neural Network–Genetic Algorithm (ANN–GA)

BY Al-Zaidi, A Al-Shathr, AK Shehab, ZM Shakor… - Catalysts, 2023 - mdpi.com
In this paper, the focus is on upgrading the value of naphtha compounds represented by n-
heptane (n-C7H16) with zero octane number using a commercial zeolite catalyst consisting …

[HTML][HTML] Coaxial multi-criteria optimization of a methane steam reforming reactor for effective hydrogen production and thermal management

M Pajak, G Brus, S Kimijima, JS Szmyd - Energy and AI, 2023 - Elsevier
The advancement in environmental awareness is the recent driving factor of the energy
industry development. The market sentiments dictate the commercialization of …

[HTML][HTML] Data-driven surrogate modelling and multi-variable optimization of trickle bed and packed bubble column reactors for CO2 capture via enhanced weathering

L **ng, H Jiang, S Wang, VJ Pinfield, J Xuan - Chemical Engineering …, 2023 - Elsevier
Enhanced weathering (EW) of minerals could potentially absorb atmospheric CO 2 at
gigaton scale per year and store it as bicarbonate and carbonate in the ocean. However, this …

A review of automation and sensors: parameter control of thermal treatments for electrical power generation

WG Buratto, RN Muniz, A Nied, CFO Barros, R Cardoso… - Sensors, 2024 - mdpi.com
This review delves into the critical role of automation and sensor technologies in optimizing
parameters for thermal treatments within electrical power generation. The demand for …

[HTML][HTML] Machine learning based techno-economic process optimisation for CO2 capture via enhanced weathering

H Jiang, S Wang, L **ng, VJ Pinfield, J Xuan - Energy and AI, 2023 - Elsevier
This work evaluated the practicability and economy of the enhanced weathering (EW)-based
CO 2 capture in series packed bubble column (S-PBC) contactors operated with different …