Advanced data-driven fault detection in gas-to-liquid plants حسب Nour Basha (21385547)

Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval حسب Mohammed Tahar Habib Kaib (21633176)

"…Unfortunately, PCA’s reliability drops when data has nonlinear characteristics as industrial processes. …"

Industrial wastewater volume reduction through osmotic concentration: Membrane module selection and process modeling حسب Joel Minier-Matar (17052378)

"…Pilot testing for >50 h showed stable performance, comparable to bench scale data and model predictions.</p><h2>Other Information</h2><p dir="ltr">Published in: Journal of Water Process Engineering<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.jwpe.2020.101760" target="_blank">https://dx.doi.org/10.1016/j.jwpe.2020.101760</a></p>…"

The state and error-feedback regulator problems for a boundary control catalytic cracking process حسب Ilyasse Aksikas (17302726)

Assessing the risk of vibration-induced fatigue in process pipework using convolutional neural networks حسب Ahmed Mohamed (628889)

"…<p>This study develops convolutional neural networks (CNNs) to classify pipework vibration states in process plants, aiming to assess the risk of vibration-induced fatigue (VIF). …"

Digital twin in energy industry: Proposed robust digital twin for power plant and other complex capital-intensive large engineering systems حسب Ahmad K. Sleiti (14778229)

"…Furthermore, this paper demonstrates the advantages of the developed ADL algorithm approach and DSM prediction of the DT using vector autoregressive model for anomaly detection in utility gas turbines with data from an operational power plant.</p><h2>Other Information</h2> <p> Published in: Energy Reports<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.egyr.2022.02.305" target="_blank">https://dx.doi.org/10.1016/j.egyr.2022.02.305</a></p>…"

Optimal operation of reverse osmosis desalination process with deep reinforcement learning methods حسب Arash Golabi (21841484)

Analysis and optimization of concentrated solar power plant for application in arid climate حسب Mutaz B. Elbeh (14778358)

"…Both packages are validated using data from a recent power tower project. A thorough iterative optimization process was developed and applied to optimize the solar field parameters of a suggested CSP plant including tower optical height; heliostat structure width and height; number of heliostats; horizontal and vertical panels; receiver height and diameter; water consumption; cleaning schedule; maintenance; and total cost. …"

An Optimal Energy Dispatch Management System for Hybrid Power Plants: PV-Grid-Battery-Diesel Generator-Pumped Hydro Storage حسب Fatma Ahmed (11084787)

Advanced Technology in Agriculture Industry by Implementing Image Annotation Technique and Deep Learning Approach: A Review حسب Normaisharah Mamat (19517623)

"…Through training phases that can label a massive amount of data and connect them up with their corresponding characteristics, deep learning can conclude unlabeled data in image processing. …"

A Machine Learning Based Framework for Real-Time Detection and Mitigation of Sensor False Data Injection Cyber-Physical Attacks in Industrial Control Systems حسب Mariam Elnour (14147790)

"…A MATLAB/Simulink-based simulation model of the process validated with actual data from a local plant is used. …"

Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review حسب Avneet Kaur (712349)

"…It has been learned that image-processing techniques overwhelm the existing research and have the potential to integrate meteorological data. …"

DASSI: differential architecture search for splice identification from DNA sequences حسب Shabir Moosa (14153316)

"…</p><h2>Other Information</h2> <p> Published in: BioData Mining<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1186/s13040-021-00237-y" target="_blank">http://dx.doi.org/10.1186/s13040-021-00237-y</a></p>…"

Life-Cycle Assessment of Polypropylene Production in the Gulf Cooperation Council (GCC) Region حسب Amzan Alsabri (17148397)

"…This study shows that the polypropylene manufacturing process releases numerous pollutants into the environment, as the gross CO₂ emissions for the manufacturing process of PP in the plant located in the GCC region were estimated to be 1.58 kg CO₂ eq.…"

A Novel Hybrid Life Cycle Assessment Approach to Air Emissions and Human Health Impacts of Liquefied Natural Gas Supply Chain حسب Hussein Al-Yafei (17151055)

"…The midpoint air emissions data estimated each stage’s CO₂-eq, NO_x-eq, and PM2.5-eq emissions per unit LNG generated. …"

State of charge estimation for a group of lithium-ion batteries using long short-term memory neural network حسب Eyad Almaita (16855446)

"…The system was trained using real data from the Al-Manara PV power plant. The LSTM with learn-and-adapt-to-train-date properties, as well as the idea of “forget gate,” shows exceptional ability to determine the SoC under various ID data. …"

Auto-NAHL: A Neural Network Approach for Condition-Based Maintenance of Complex Industrial Systems حسب Tarek Berghout (16905132)

"…The designed learning process is evaluated on a complex industrial plant as well as various classification problems. …"

Growth, Yield and Water Productivity of Tomato as Influenced by Deficit Irrigation Water Management حسب Sangeeta Mukherjee (17789009)

"…</p><h2>Other Information</h2><p dir="ltr">Published in: Environmental Processes<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1007/s40710-023-00624-z" target="_blank">https://dx.doi.org/10.1007/s40710-023-00624-z</a></p>…"

Application of human RNase P normalization for the realistic estimation of SARS-CoV-2 viral load in wastewater: A perspective from Qatar wastewater surveillance حسب Shimaa S. El-Malah (16931790)

"…Sewage samples were collected from five major wastewater treatment plants and subsequently analyzed to determine the viral loads in the wastewater. …"

On the metals compatibility assessment for oxygen service حسب Vasanth C. Shunmugasamy (10474766)

"…For the oil and gas industry where conditions up to 300°C and 80 bar are desired, there is a need to conduct new testing to develop guidelines for thinner cross-sections and more demanding operating conditions including higher temperatures and pressures.This will open avenues for new innovations and applications of gaseous oxygen and help industries operate their plants with higher efficiencies.</p><h2>Other Information</h2><p dir="ltr">Published in: Journal of Loss Prevention in the Process Industries<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.jlp.2021.104670" target="_blank">https://dx.doi.org/10.1016/j.jlp.2021.104670</a></p><p dir="ltr">Additional institutions affiliated with: Mechanical Engineering Program</p>…"