Machine learning technology in biodiesel research: A review

M Aghbashlo, W Peng, M Tabatabaei… - Progress in Energy and …, 2021 - Elsevier
Biodiesel has the potential to significantly contribute to making transportation fuels more
sustainable. Due to the complexity and nonlinearity of processes for biodiesel production …

Comprehensive study on applications of artificial neural network in food process modeling

GVS Bhagya Raj, KK Dash - Critical reviews in food science and …, 2022 - Taylor & Francis
Artificial neural network (ANN) is a simplified model of the biological nervous system
consisting of nerve cells or neurons. The application of ANN to food process engineering is …

Recent developments of artificial intelligence in drying of fresh food: A review

Q Sun, M Zhang, AS Mujumdar - Critical reviews in food science …, 2019 - Taylor & Francis
Intellectualization is an important direction of drying development and artificial intelligence
(AI) technologies have been widely used to solve problems of nonlinear function …

[HTML][HTML] ANFIS and ANNs model for prediction of moisture diffusivity and specific energy consumption potato, garlic and cantaloupe drying under convective hot air …

M Kaveh, VR Sharabiani, RA Chayjan… - Information Processing …, 2018 - Elsevier
The main purpose of this study was to develop and apply an adaptive neuro-fuzzy inference
system (ANFIS) and Artificial Neural Networks (ANNs) model for predicting the drying …

[HTML][HTML] Critical review on sesame seed oil and its methyl ester on cold flow and oxidation stability

MA Mujtaba, HM Cho, HH Masjuki, MA Kalam, HC Ong… - Energy Reports, 2020 - Elsevier
The demand for renewable energy is steadily increasing due to rapid population growth and
economic development worldwide. An additional reason is that fossil fuel reserves are …

Experimental and CFD survey of indirect solar dryer modified with low-cost iron mesh

HÖ Güler, A Sözen, AD Tuncer, F Afshari, A Khanlari… - Solar Energy, 2020 - Elsevier
In the present work, double-pass indirect solar dryer (DPISD) and double-pass indirect solar
dryer with mesh absorber modification (DPISDMA) have been designed, analyzed …

Multi-objective exergetic and technical optimization of a piezoelectric ultrasonic reactor applied to synthesize biodiesel from waste cooking oil (WCO) using soft …

M Aghbashlo, S Hosseinpour, M Tabatabaei… - Fuel, 2019 - Elsevier
This work was devoted to optimizing the operating conditions of a low-energy consumption,
high frequency piezoelectric ultrasonic reactor used for biodiesel production from waste …

Thermal performance improvement of an indirect solar dryer with tube-type absorber packed with aluminum wool

A Sözen, FŞ Kazancıoğlu, AD Tuncer, A Khanlari… - Solar Energy, 2021 - Elsevier
In recent years, increasing energy demand and limited fossil fuel resources increased
utilization of renewable and sustainable energy sources. Solar thermal systems are utilized …

Artificial intelligence assisted technologies for controlling the drying of fruits and vegetables using physical fields: A review

J Chen, M Zhang, B Xu, J Sun, AS Mujumdar - Trends in Food Science & …, 2020 - Elsevier
Background Artificial intelligence (AI), which is characterized by ability to learn and adapt
continuously, can enhance the fault tolerance and robustness in process control. Application …

Microwave vacuum drying of dragon fruit slice: Artificial neural network modelling, genetic algorithm optimization, and kinetics study

GVSB Raj, KK Dash - Computers and Electronics in Agriculture, 2020 - Elsevier
Microwave vacuum drying of dragon fruit (Hylocereus undatus) slice was investigated in this
study and the drying process was modelled with the help of feed-forward back-propagation …