Concepedia

A data-driven model for a liquid desiccant regenerator equipped with an evacuated tube solar collector: Random forest regression, support vector regression and artificial neural network

Roonak Daghigh, Siamand Azizi Arshad, Koosha Ensafjoee, Najmeh Hajialigol

Energy · 2024 · 19 citations · 24 references

Concepts

ComputingComputer ScienceEnvironmental EngineeringMachine LearningStatistical LearningWater ConservationHeat Recovery SystemsWater ManagementArtificial Neural Network SurrogatesData-driven Operating ModelDesalination PerformanceDesiccant SystemsEvacuated Tube CollectorsNeural Network ModelingSolar DesalinationSupport Vector Regression

References

24

Application of artificial intelligence for prediction, optimization, and control of thermal energy storage systems

A.G. Olabi, Aasim Ahmed Abdelghafar, Hussein M. Maghrabie et al. · Thermal Science and Engineering Progress · 2023 · 173 citations

Engineering, Computer Science, Mechanical Engineering +14

Review of the impact of liquid desiccant dehumidification on indoor air quality

Huangxi Fu, Xiaohua Liu · Building and Environment · 2017 · 131 citations

Architecture, Building Science, Environmental Engineering +14

Performance prediction of rotary solid desiccant dehumidifier in hybrid air-conditioning system using artificial neural network

D.B. Jani, Manish Mishra, PK Sahoo · Applied Thermal Engineering · 2016 · 93 citations

Computing, Computer Science, Air Conditioning +13

Performance assessment of waste heat/solar driven membrane-based simultaneous desalination and liquid desiccant regeneration system using a thermal model and KNN machine learning tool

B. Kiran Naik, Mahendra Chinthala, Sanjeev Patel · Desalination · 2021 · 73 citations

Engineering, Chemical Engineering, Environmental Engineering +16

Artificial neural network analysis of liquid desiccant dehumidification system

P. Gandhidasan, Mohamed Mohandes · Energy · 2011 · 69 citations

Computing, Computer Science, Environmental Engineering +10