Applications of machine learning in thermochemical conversion of biomass-A review

SR Naqvi, Z Ullah, SAA Taqvi, MNA Khan, W Farooq… - Fuel, 2023 - Elsevier
Thermochemical conversion of biomass has been considered a promising technique to
produce alternative renewable fuel sources for future energy supply. However, these …

Application of machine learning in anaerobic digestion: Perspectives and challenges

IA Cruz, W Chuenchart, F Long, KC Surendra… - Bioresource …, 2022 - Elsevier
Anaerobic digestion (AD) is widely adopted for remediating diverse organic wastes with
simultaneous production of renewable energy and nutrient-rich digestate. AD process …

Artificial intelligence and machine learning tools for high-performance microalgal wastewater treatment and algal biorefinery: A critical review

RK Oruganti, AP Biji, T Lanuyanger, PL Show… - Science of The Total …, 2023 - Elsevier
The increased water scarcity, depletion of freshwater resources, and rising environmental
awareness are stressing for the development of sustainable wastewater treatment …

A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting

P Jiang, Z Liu, X Niu, L Zhang - Energy, 2021 - Elsevier
Wind speed forecasting is gaining importance as the share of wind energy in electricity
systems increases. Numerous forecasting approaches have been used to predict wind …

A comprehensive review on thermal conductivity and viscosity of nanofluids and their application in heat exchangers

S Porgar, HF Oztop, S Salehfekr - Journal of Molecular Liquids, 2023 - Elsevier
Due to their superior thermal and thermophysical properties compared to traditional fluids,
as well as their consideration in terms of mass and heat transport, nanofluids today have a …

The real-time dynamic multi-objective optimization of a building integrated photovoltaic thermal (BIPV/T) system enhanced by phase change materials

A Sohani, A Dehnavi, H Sayyaadi… - Journal of Energy …, 2022 - Elsevier
Phase change material (PCM) is employed to enhance the thermal energy storage capacity
of a building integrated photovoltaic thermal (BIPV/T) system. For this purpose, the best …

Examining rheological behavior of MWCNT-TiO2/5W40 hybrid nanofluid based on experiments and RSM/ANN modeling

YM Chu, M Ibrahim, T Saeed, AS Berrouk… - Journal of Molecular …, 2021 - Elsevier
In this study, the rheological behavior of MWCNT-TiO 2/5W40 hybrid nanofluid was
examined experimentally and then the results were compared with regression-based …

A review on the utilized machine learning approaches for modeling the dynamic viscosity of nanofluids

M Ramezanizadeh, MH Ahmadi, MA Nazari… - … and Sustainable Energy …, 2019 - Elsevier
Nanofluids are broadly applied in energy systems such as solar collector, heat exchanger
and heat pipes. Dynamic viscosity of the nanofluids is among the most important features …

[HTML][HTML] Irregular heat source impact on Carreau nanofluid flowing via exponential expanding cylinder: A thermal case study

M Akram, W Jamshed, BS Goud, AA Pasha… - Case Studies in Thermal …, 2022 - Elsevier
In the Carreau nanofluid (CNF) flow, the transmission of heat through the stretching cylinder
is observed in two terms, one is non-linear stretching and other is irregular heat sink/source …

An updated review on working fluids, operation mechanisms, and applications of pulsating heat pipes

Y Xu, Y Xue, H Qi, W Cai - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Global demands for sustainable energy are rising rapidly due to the ever-increasing energy
crisis. Efficient energy management is one of the feasible methods to solve the existing …