Productivity forecasting of solar distiller integrated with evacuated tubes and external condenser using artificial intelligence model and moth-flame optimizer

Elsheikh, 2019, Thin film technology for solar steam generation: a new dawn, Solar Energy, 177, 561, 10.1016/j.solener.2018.11.058

Elsheikh, 2018, Applications of nanofluids in solar energy: a review of recent advances, Renewable and Sustainable Energy Reviews, 82, 3483, 10.1016/j.rser.2017.10.108

Sharshir, 2017, Thermal performance and exergy analysis of solar stills – a review, Renewable and Sustainable Energy Reviews, 73, 521, 10.1016/j.rser.2017.01.156

Essa, 2020, Eco-friendly coffee-based colloid for performance augmentation of solar stills, Process Safety and Environmental Protection, 136, 259, 10.1016/j.psep.2020.02.005

Panchal, 2018, Theoretical and experimental performance analysis of sandstones and marble pieces as thermal energy storage materials inside solar stills, International Journal of Ambient Energy, 39, 221, 10.1080/01430750.2017.1298059

Sharshir, 2019, A mini review of techniques used to improve the tubular solar still performance for solar water desalination, Process Safety and Environmental Protection, 124, 204, 10.1016/j.psep.2019.02.020

Hitesh Panchal, Effect of Different parameters on double slope solar still productivity. International Journal of Advanced Science and Engineering. 1(2) , 17-21.

Sharshir, 2017, Enhancing the solar still performance using nanofluids and glass cover cooling: experimental study, Applied Thermal Engineering, 113, 684, 10.1016/j.applthermaleng.2016.11.085

Panchal, 2017, Annual Performance analysis of Double basin solar still with Evacuated tubes, International Journal of Research, 4.13, 889

Sharshir, 2018, Energy and exergy analysis of solar stills with micro/nano particles: a comparative study, Energy Conversion and Management, 177, 363, 10.1016/j.enconman.2018.09.074

Kabeel, 2020, Experimental study on tubular solar still using Graphene Oxide Nano particles in Phase Change Material (NPCM's) for fresh water production, Journal of Energy Storage, 28, 101204, 10.1016/j.est.2020.101204

Essa, 2020, Wall-suspended trays inside stepped distiller with Al2O3/paraffin wax mixture and vapor suction: experimental implementation, Journal of Energy Storage, 32, 102008, 10.1016/j.est.2020.102008

Vala, 2018, Comparative performance evaluation of single-slope and pyramid-shaped solar stills: experimental evaluation, International Journal of Ambient Energy, 39, 759, 10.1080/01430750.2017.1345012

Panchal, 2020, Experimental and water quality analysis of solar stills with vertical and inclined fins,Groundwater for Sustainable Development, 11, 100410

Panchal, 2020, Performance analysis of evacuated tubes coupled solar still with double basin solar still and solid fins, International Journal of Ambient Energy, 41, 1031, 10.1080/01430750.2018.1501745

Shehata, 2020, Enhancement of the productivity for single solar still with ultrasonic humidifier combined with evacuated solar collector: an experimental study, Energy Conversion and Management, 208, 112592, 10.1016/j.enconman.2020.112592

Abed, 2021, Experimental investigation of modified solar still coupled with high-frequency ultrasonic vaporizer and phase change material capsules, Case Studies in Thermal Engineering, 28, 101531, 10.1016/j.csite.2021.101531

Elbar, 2019, Energy, exergy, exergoeconomic and enviroeconomic (4E) evaluation of a new integration of solar still with photovoltaic panel, Journal of Cleaner Production, 233, 665, 10.1016/j.jclepro.2019.06.111

Hassan, 2020, Assessment of parabolic trough solar collector assisted solar still at various saline water mediums via energy, exergy, exergoeconomic, and enviroeconomic approaches, Renewable Energy, 155, 604, 10.1016/j.renene.2020.03.126

Mevada, 2021, Investigation on evacuated tubes coupled solar still with condenser and fins: experimental, exergo-economic and exergo-environment analysis, Case Studies in Thermal Engineering, 27, 101217, 10.1016/j.csite.2021.101217

Fallahzadeh, 2020, Experimental investigation of the effect of using water and ethanol as working fluid on the performance of pyramid-shaped solar still integrated with heat pipe solar collector, Solar Energy, 207, 10, 10.1016/j.solener.2020.06.032

Long, 2022, Experimental study on liquid desiccant regeneration performance of solar still and natural convective regenerators with/without mixed convection effect generated by solar chimney, Energy, 239, 121919, 10.1016/j.energy.2021.121919

Alwan, 2020, Experimental investigation of modified solar still integrated with solar collector, Case Studies in Thermal Engineering, 19, 100614, 10.1016/j.csite.2020.100614

Alwan, 2021, Evaluation of distilled water quality and production costs from a modified solar still integrated with an outdoor solar water heater, Case Studies in Thermal Engineering, 27, 101216, 10.1016/j.csite.2021.101216

Mu, 2019, Enhancing the performance of a single-basin single-slope solar still by using Fresnel lens: experimental study, Journal of Cleaner Production, 239, 118094, 10.1016/j.jclepro.2019.118094

Morad, 2015, Improving the double slope solar still performance by using flat-plate solar collector and cooling glass cover, Desalination, 373, 1, 10.1016/j.desal.2015.06.017

Abu-Arabi, 2020, Theoretical modeling of a glass -cooled solar still incorporating PCM and coupled to flat plate solar collector, Journal of Energy Storage, 29, 101372, 10.1016/j.est.2020.101372

Al-harahsheh, 2018, Solar desalination using solar still enhanced by external solar collector and PCM, Applied Thermal Engineering, 128, 1030, 10.1016/j.applthermaleng.2017.09.073

Amiri, 2021, Energy and exergy analysis of a new solar still composed of parabolic trough collector with built-in solar still, Renewable Energy, 163, 465, 10.1016/j.renene.2020.09.007

Arora, 2020, Performance and cost analysis of photovoltaic thermal (PVT)-compound parabolic concentrator (CPC) collector integrated solar still using CNT-water based nanofluids, Desalination, 495, 114595, 10.1016/j.desal.2020.114595

Eltawil, 2014, Enhancing the solar still performance using solar photovoltaic, flat plate collector and hot air, Desalination, 349, 1, 10.1016/j.desal.2014.06.021

Sadeghi, 2021, Retrofitting a thermoelectric-based solar still integrated with an evacuated tube collector utilizing an antibacterial-magnetic hybrid nanofluid, Desalination, 500, 114871, 10.1016/j.desal.2020.114871

Mohaisen, 2021, Improvement in the performance and cost of passive solar stills using a finned-wall/built-in condenser: an experimental study, Renewable Energy, 168, 170, 10.1016/j.renene.2020.12.056

Feilizadeh, 2019, Experimental investigation of an active thermosyphon solar still with enhanced condenser, Renewable Energy, 143, 328, 10.1016/j.renene.2019.05.013

Elsheikh, 2019, Modeling of solar energy systems using artificial neural network: a comprehensive review, Solar Energy, 180, 622, 10.1016/j.solener.2019.01.037

Mashaly, 2015, Predictive model for assessing and optimizing solar still performance using artificial neural network under hyper arid environment, Solar Energy, 118, 41, 10.1016/j.solener.2015.05.013

Essa, 2020, Extracting water content from the ambient air in a double-slope half-cylindrical basin solar still using silica gel under Egyptian conditions, Sustainable Energy Technologies and Assessments, 39, 100712, 10.1016/j.seta.2020.100712

Abd Elaziz, 2021, Utilization of ensemble random vector functional link network for freshwater prediction of active solar stills with nanoparticles, Sustainable Energy Technologies and Assessments, 47, 101405, 10.1016/j.seta.2021.101405

Santos, 2012, Modeling solar still production using local weather data and artificial neural networks, Renewable Energy, 40, 71, 10.1016/j.renene.2011.09.018

Elsheikh, 2021, Utilization of LSTM neural network for water production forecasting of a stepped solar still with a corrugated absorber plate, Process Safety and Environmental Protection, 148, 273, 10.1016/j.psep.2020.09.068

Elsheikh, 2019, Review on applications of particle swarm optimization in solar energy systems, International Journal of Environmental Science and Technology, 16, 1159, 10.1007/s13762-018-1970-x

Oliva, 2019, A review on meta-heuristics methods for estimating parameters of solar cells, Journal of Power Sources, 435, 126683, 10.1016/j.jpowsour.2019.05.089

Abd Elaziz, 2021

Elsheikh, 2021, Modeling ultrasonic welding of polymers using an optimized artificial intelligence model using a gradient-based optimizer, Welding in the World, 10.1007/s40194-021-01197-x

AbuShanab, 2021, A new fine-tuned random vector functional link model using Hunger games search optimizer for modeling friction stir welding process of polymeric materials, Journal of Materials Research and Technology, 14, 1482, 10.1016/j.jmrt.2021.07.031

Elsheikh, 2021, Fine-tuned artificial intelligence model using pigeon optimizer for prediction of residual stresses during turning of Inconel 718, Journal of Materials Research and Technology, 15, 3622, 10.1016/j.jmrt.2021.09.119

Zayed, 2021, A hybrid adaptive neuro-fuzzy inference system integrated with equilibrium optimizer algorithm for predicting the energetic performance of solar dish collector, Energy, 235, 121289, 10.1016/j.energy.2021.121289

Elmaadawy, 2021, Utilization of random vector functional link integrated with manta ray foraging optimization for effluent prediction of wastewater treatment plant, Journal of Environmental Management, 298, 113520, 10.1016/j.jenvman.2021.113520

Elsheikh, 2021, A new optimized predictive model based on political optimizer for eco-friendly MQL-turning of AISI 4340 alloy with nano-lubricants, Journal of Manufacturing Processes, 67, 562, 10.1016/j.jmapro.2021.05.014

Elsheikh, 2021, Modeling of drilling process of GFRP composite using a hybrid random vector functional link network/parasitism-predation algorithm, Journal of Materials Research and Technology, 14, 298, 10.1016/j.jmrt.2021.06.033

Essa, 2020, Prediction of power consumption and water productivity of seawater greenhouse system using random vector functional link network integrated with artificial ecosystem-based optimization, Process Safety and Environmental Protection, 144, 322, 10.1016/j.psep.2020.07.044

Khoshaim, 2021, Prediction of residual stresses in turning of pure iron using artificial intelligence-based methods, Journal of Materials Research and Technology, 11, 2181, 10.1016/j.jmrt.2021.02.042

Elsheikh, 2021, Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer, Journal of Intelligent Manufacturing, 32, 1377, 10.1007/s10845-020-01617-7

Essa, 2020, An enhanced productivity prediction model of active solar still using artificial neural network and Harris Hawks optimizer, Applied Thermal Engineering, 170, 115020, 10.1016/j.applthermaleng.2020.115020

Bahiraei, 2021, Modeling of energy efficiency for a solar still fitted with thermoelectric modules by ANFIS and PSO-enhanced neural network: a nanofluid application, Powder Technology, 385, 185, 10.1016/j.powtec.2021.03.001

Shehabeldeen, 2019, Modeling of friction stir welding process using adaptive neuro-fuzzy inference system integrated with harris hawks optimizer, Journal of Materials Research and Technology, 8, 5882, 10.1016/j.jmrt.2019.09.060

Abd Elaziz, 2020, Utilization of Random Vector Functional Link integrated with Marine Predators Algorithm for tensile behavior prediction of dissimilar friction stir welded aluminum alloy joints, Journal of Materials Research and Technology, 9, 11370, 10.1016/j.jmrt.2020.08.022

Elsheikh, 2021, Deep learning-based forecasting model for COVID-19 outbreak in Saudi Arabia, Process Safety and Environmental Protection, 149, 223, 10.1016/j.psep.2020.10.048

Ni, 2020, Streamflow and rainfall forecasting by two long short-term memory-based models, Journal of Hydrology, 583, 124296, 10.1016/j.jhydrol.2019.124296

Mirjalili, 2015, Moth-flame optimization algorithm: a novel nature-inspired heuristic paradigm, Knowledge-based systems, 89, 228, 10.1016/j.knosys.2015.07.006

Elsheikh, 2019, Modeling of solar energy systems using artificial neural network: a comprehensive review, Solar Energy, 180, 622, 10.1016/j.solener.2019.01.037

Panchal, 2017, Various techniques for improvement in distillate output from active solar still: a review, International Journal of Ambient Energy, 38, 209, 10.1080/01430750.2015.1076518

Panchal, 2021, Performance analysis of waste brick magnesia as a storage material in a solar still, Heat Transfer, 50, 1799, 10.1002/htj.21956