Insights into desiccant-based internally-cooled dehumidification using porous sorbents: From a modeling viewpoint

YH Feng, YJ Dai, RZ Wang, TS Ge - Applied Energy, 2022 - Elsevier
Humidity always accompanies human beings' life and industry production. A high humidity
environment not only induces health hazards easily but also aggravates energy …

New multiple regression and machine learning models of rotary desiccant wheel for unbalanced flow conditions

YE Güzelel, U Olmuş, KN Çerçi… - … Communications in Heat …, 2022 - Elsevier
In this study, five Multiple Linear Regression, three Multilayer Perceptron Regressor, seven
Decision Tree and four Support Vector Machine models were constructed to predict outlet …

A MOPSO algorithm based on pareto dominance concept for comprehensive analysis of a conventional adsorption desiccant cooling system

A Bouchaala, O Merroun, A Sakim - Journal of Building Engineering, 2022 - Elsevier
Abstract Multi-Objective Particle Swarm Optimization (MOPSO) algorithm based on the
concept of Pareto optimality was used to efficiently evaluate the thermal performance of a …

Comprehensive modelling of rotary desiccant wheel with different multiple regression and machine learning methods for balanced flow

YE Güzelel, U Olmuş, KN Çerçi… - Applied Thermal …, 2021 - Elsevier
In this paper, several alternative models were developed with multiple linear regression and
machine learning algorithms to determine the output states of silica gel desiccant wheels for …

Performance evaluation of various fiber paper matrix desiccant wheels coated with nano-adsorbent for energy efficient dehumidification

ALK Bharathi, SI Hussain, S Kalaiselvam - International Journal of …, 2023 - Elsevier
This paper investigates the dehumidification performance of desiccant wheel (DW) with
different fiber paper (FP) substrates such as wood pulp, glass fiber, ceramic fiber, Nomex …

Performance assessment of a heat pump assisted rotary desiccant dryer for low temperature peanut drying

KN Çerçi, E Hürdoğan - Biosystems Engineering, 2022 - Elsevier
This study presents the investigation of a drying system in which both a desiccant wheel and
a heat pump could be used together for low temperature agricultural food product drying. In …

Investigation on recirculated regenerative solid desiccant-assisted dehumidification system: Impact of system configurations and desiccant materials

M Su, X Han, Y Dai, J Wang, J Liu, J Yan - Energy, 2024 - Elsevier
Desiccant wheels (DWs) have emerged as highly promising alternatives for achieving
efficient dehumidification, low-carbon and energy-saving initiatives. The present work aimed …

Optimization of a multistage liquid desiccant dehumidifier by neural networks & particle swarm techniques

SS Salins, S Kumar, A Ganesha, SVK Reddy - Journal of Building …, 2023 - Elsevier
To overcome the inconsistent and limited dehumidification by single stage dehumidification
system, a novel multistage, reciprocating dynamic liquid desiccant dehumidification system …

Performance investigation and exergy analysis of a novel recirculated regenerative solid desiccant dehumidification system

M Su, X Han, H Chang, D Chong, J Liu, J Yan - Journal of Building …, 2023 - Elsevier
Vapor compression dehumidification (VCD) is limited by the wet-bulb temperature, which
results in high-energy consumption, especially in enclosed hot and humid spaces. An …

EVOLUTION OF PURGE WITH MULTI-SECTOR, NOVEL DESIGNS, AND CONFIGURATIONS OF DESICCANT WHEELS: A TECHNICAL REVIEW {fr} ÉVOLUTION DE …

L Yadav, AK Verma - International Journal of Refrigeration, 2024 - Elsevier
This review provides a comprehensive summary of research pertaining to the purge section
within desiccant wheels featuring multi-sector configurations. Additionally, it encompasses …