Using Bayesian optimization and ensemble boosted regression trees for optimizing thermal performance of solar flat plate collector under thermosyphon condition employing MWCNT-Fe3O4/water hybrid nanofluids
出版年份 2022 全文链接
标题
Using Bayesian optimization and ensemble boosted regression trees for optimizing thermal performance of solar flat plate collector under thermosyphon condition employing MWCNT-Fe3O4/water hybrid nanofluids
作者
关键词
-
出版物
Sustainable Energy Technologies and Assessments
Volume 53, Issue -, Pages 102708
出版商
Elsevier BV
发表日期
2022-09-03
DOI
10.1016/j.seta.2022.102708
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Optimization of a vertical axis wind turbine with a deflector under unsteady wind conditions via Taguchi and neural network applications
- (2022) Wei-Hsin Chen et al. ENERGY CONVERSION AND MANAGEMENT
- Synthesis, stability, density, viscosity of ethylene glycol-based ternary hybrid nanofluids: Experimental investigations and model -prediction using modern machine learning techniques
- (2022) Zafar Said et al. POWDER TECHNOLOGY
- Review of artificial neural networks for gasoline, diesel and homogeneous charge compression ignition engine
- (2022) Ibham Veza et al. Alexandria Engineering Journal
- Application of machine learning and Box-Behnken design in optimizing engine characteristics operated with a dual-fuel mode of algal biodiesel and waste-derived biogas
- (2022) Prabhakar Sharma et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Grasshopper optimization algorithm for diesel engine fuelled with ethanol-biodiesel-diesel blends
- (2022) Ibham Veza et al. Case Studies in Thermal Engineering
- Glass half full or glass half empty?: the 2021 Glasgow Climate Conference
- (2022) Joanna Depledge et al. CLIMATE POLICY
- Recent Advances in Machine Learning Research for Nanofluid-Based Heat Transfer in Renewable Energy System
- (2022) Prabhakar Sharma et al. ENERGY & FUELS
- Application of novel framework based on ensemble boosted regression trees and Gaussian process regression in modelling thermal performance of small-scale Organic Rankine Cycle (ORC) using hybrid nanofluid
- (2022) Zafar Said et al. Journal of Cleaner Production
- Forecasting of future greenhouse gas emission trajectory for India using energy and economic indexes with various metaheuristic algorithms
- (2022) Hüseyin Bakır et al. Journal of Cleaner Production
- A comparative analysis of biomass torrefaction severity index prediction from machine learning
- (2022) Wei-Hsin Chen et al. APPLIED ENERGY
- Techno-economic and environmental evaluation of photovoltaic-thermal collector design with pork fat as phase change material
- (2022) Mišo Jurčević et al. ENERGY
- Multi-objective optimization of diesel engine performance and emission using grasshopper optimization algorithm
- (2022) Ibham Veza et al. FUEL
- Optimization of variable compression ratio diesel engine fueled with Zinc oxide nanoparticles and biodiesel emulsion using response surface methodology
- (2022) R. Hussain Vali et al. FUEL
- Comparison of boosted regression trees vs WA-PLS regression on diatom-inferred glacial-interglacial climate reconstruction in Lake Tiancai (southwest China)
- (2021) Qian Wang et al. QUATERNARY INTERNATIONAL
- Net zero in the heating sector: Technological options and environmental sustainability from now to 2050
- (2021) Peter C. Slorach et al. ENERGY CONVERSION AND MANAGEMENT
- Record decline in global CO2 emissions prompted by COVID-19 pandemic and its implications on future climate change policies
- (2021) Xuan Phuong Nguyen et al. Energy Sources Part A-Recovery Utilization and Environmental Effects
- Recent progress on flat plate solar collectors and photovoltaic systems in the presence of nanofluid: A review
- (2021) M. Sheikholeslami et al. JOURNAL OF CLEANER PRODUCTION
- Specific Heat Capacity of Molten Salt-based Nanofluid in Solar Thermal Applications: A Paradigm of Two Modern Ensemble Machine Learning Methods
- (2021) Mehdi Jamei et al. JOURNAL OF MOLECULAR LIQUIDS
- Experimental investigation of novel hybrid phase change materials
- (2021) Mišo Jurčević et al. Clean Technologies and Environmental Policy
- Exploring the Exhaust Emission and Efficiency of Algal Biodiesel Powered Compression Ignition Engine: Application of Box–Behnken and Desirability Based Multi-Objective Response Surface Methodology
- (2021) Prabhakar Sharma et al. Energies
- Implementation of phase change materials for thermal regulation of photovoltaic thermal systems: Comprehensive analysis of design approaches
- (2021) Sandro Nižetić et al. ENERGY
- Impacts of COVID-19 pandemic on the global energy system and the shift progress to renewable energy: Opportunities, challenges, and policy implications
- (2021) Anh Tuan Hoang et al. ENERGY POLICY
- Experimental investigation of solar energy-based water distillation using inclined metal tubes as collector and condenser
- (2021) Anh Tuan Hoang et al. Energy Sources Part A-Recovery Utilization and Environmental Effects
- Application of the Internet of Things in 3E (efficiency, economy, and environment) factor-based energy management as smart and sustainable strategy
- (2021) Hoang Phuong Nguyen et al. Energy Sources Part A-Recovery Utilization and Environmental Effects
- Mission, challenges, and prospects of renewable energy development in Vietnam
- (2021) Xuan Phuong Nguyen et al. Energy Sources Part A-Recovery Utilization and Environmental Effects
- Thermal-hydraulic performance analysis of outward convex corrugated tubes based on skewness and kurtosis
- (2021) Wenling Liao et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- Integrating renewable sources into energy system for smart city as a sagacious strategy towards clean and sustainable process
- (2021) Anh Tuan Hoang et al. Journal of Cleaner Production
- Estimation of the energy production of a parabolic trough solar thermal power plant using analytical and artificial neural networks models
- (2021) Anass Zaaoumi et al. RENEWABLE ENERGY
- Influence of Various Basin Types on Performance of Passive Solar Still: A Review
- (2021) Tri Hieu Le et al. International Journal of Renewable Energy Development-IJRED
- Biocrude oil production via hydrothermal liquefaction of food waste in a simplified high-throughput reactor
- (2021) Ruetai Saengsuriwong et al. BIORESOURCE TECHNOLOGY
- Response surface optimization of microalgae microbial fuel cell (MMFC) enhanced by yeast immobilization for bioelectricity production
- (2021) H. Hadiyanto et al. CHEMOSPHERE
- A new method for forecasting energy output of a large-scale solar power plant based on long short-term memory networks a case study in Vietnam
- (2021) Ninh Quang Nguyen et al. ELECTRIC POWER SYSTEMS RESEARCH
- Synthesis, stability, thermophysical properties and AI approach for predictive modelling of Fe3O4 coated MWCNT hybrid nanofluids
- (2021) Zafar Said et al. JOURNAL OF MOLECULAR LIQUIDS
- Estimating the density of hybrid nanofluids for thermal energy application: Application of non-parametric and evolutionary polynomial regression data-intelligent techniques
- (2021) Mehdi Jamei et al. MEASUREMENT
- Recent advancements in latent heat phase change materials and their applications for thermal energy storage and buildings: A state of the art review
- (2021) Faisal Hassan et al. Sustainable Energy Technologies and Assessments
- 4E (Energy, Exergy, Economic, and Environment) examination of a small LFR solar water heater: An experimental and numerical study
- (2021) Zafar Said et al. Case Studies in Thermal Engineering
- Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action
- (2021) Yogesh K. Dwivedi et al. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT
- Reliable solar irradiance prediction using ensemble learning-based models: A comparative study
- (2020) Junho Lee et al. ENERGY CONVERSION AND MANAGEMENT
- Impact of orientation and water depth on productivity of single-basin dual-slope solar still with Al2O3 and CuO nanoparticles
- (2020) Kalpesh V. Modi et al. JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY
- Application of support vector regression and artificial neural network for prediction of specific heat capacity of aqueous nanofluids of copper oxide
- (2020) Ibrahim Olanrewaju Alade et al. SOLAR ENERGY
- Solar irradiance measurement instrumentation and power solar generation forecasting based on Artificial Neural Networks (ANN): A review of five years research trend
- (2020) Abdul Rahim Pazikadin et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization
- (2020) Wengang Zhang et al. Geoscience Frontiers
- Rheological behavior of hybrid MWCNTs-TiO2/EG nanofluid: A comprehensive modeling and experimental study
- (2020) Shu-Rong Yan et al. JOURNAL OF MOLECULAR LIQUIDS
- A novel combined multi-task learning and Gaussian process regression model for the prediction of multi-timescale and multi-component of solar radiation
- (2020) Yong Zhou et al. JOURNAL OF CLEANER PRODUCTION
- Soft computing-based modeling and emission control/reduction of a diesel engine fueled with carbon nanoparticle-dosed water/diesel emulsion fuel
- (2020) Peyman Atarod et al. JOURNAL OF HAZARDOUS MATERIALS
- Performance assessment of a shell and helically coiled tube heat exchanger with variable orientations utilizing different nanofluids
- (2020) Hussein M. Maghrabie et al. APPLIED THERMAL ENGINEERING
- Adaptive neuro-fuzzy inference system modeling to predict the performance of graphene nanoplatelets nanofluid-based direct absorption solar collector based on experimental study
- (2020) Masoud Vakili et al. RENEWABLE ENERGY
- Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction
- (2019) George Kopsiaftis et al. Computational Intelligence and Neuroscience
- Advancing the use of scenarios to understand society’s capacity to achieve the 1.5 degree target
- (2019) Simona Pedde et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Exergoeconomic optimization and experimental investigation of a solar heating system with thermal energy storage in Turkey
- (2019) Aynur Ucar et al. Energy Sources Part A-Recovery Utilization and Environmental Effects
- An overview of world geothermal power generation and a case study on China—The resource and market perspective
- (2019) Liangyu Xia et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Modelling of a flat-plate solar collector using artificial neural networks for different working fluid (water) flow rates
- (2019) F.J. Diez et al. SOLAR ENERGY
- Nanofluid figure-of-merits to assess thermal efficiency of a flat plate solar collector
- (2019) Elif Begum Elcioglu et al. ENERGY CONVERSION AND MANAGEMENT
- Artificial neural network modeling of performance, emission, and vibration of a CI engine using alumina nano-catalyst added to diesel-biodiesel blends
- (2019) Seyyed Hassan Hosseini et al. RENEWABLE ENERGY
- Thermal efficiency of a flat-plate solar collector filled with Pentaethylene Glycol-Treated Graphene Nanoplatelets: An experimental analysis
- (2019) Omer A. Alawi et al. SOLAR ENERGY
- Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling
- (2019) Alireza Arabameri et al. CATENA
- Performance analysis and optimization of an absorption chiller driven by nanofluid based solar flat plate collector
- (2018) Evangelos Bellos et al. JOURNAL OF CLEANER PRODUCTION
- Performance assessment and life cycle analysis of potable water production from harvested rainwater by a decentralized system
- (2018) Xiaoyu Yan et al. JOURNAL OF CLEANER PRODUCTION
- On the evaluation of the viscosity of nanofluid systems: Modeling and data assessment
- (2018) Abdolhossein Hemmati-Sarapardeh et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Performance evaluation of adaptive neuro-fuzzy inference system, artificial neural network and response surface methodology in modeling biodiesel synthesis from palm kernel oil by transesterification
- (2018) E. Betiku et al. Biofuels-UK
- Multi-site solar power forecasting using gradient boosted regression trees
- (2017) Caroline Persson et al. SOLAR ENERGY
- Hybrid Neural Networks and Boosted Regression Tree Models for Predicting Roadside Particulate Matter
- (2016) A. Suleiman et al. ENVIRONMENTAL MODELING & ASSESSMENT
- Energy and exergy efficiency of a flat plate solar collector using pH treated Al 2 O 3 nanofluid
- (2016) Z. Said et al. JOURNAL OF CLEANER PRODUCTION
- Energy and exergy analysis of a flat plate solar collector using different sizes of aluminium oxide based nanofluid
- (2016) Z. Said et al. JOURNAL OF CLEANER PRODUCTION
- Enhanced heat transfer and friction factor of MWCNT–Fe3O4/water hybrid nanofluids
- (2014) L. Syam Sundar et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- Thermal performance, economic and environmental life cycle analysis of thermosiphon solar water heaters
- (2008) Soteris Kalogirou SOLAR ENERGY
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started