Combined Rankine Cycle and dew point cooler for energy efficient power generation of the power plants-A review and perspective study

X Ma, X Zhao, Y Zhang, K Liu, H Yang, J Li… - Energy, 2022 - Elsevier
Abstract The Rankine Cycle is a thermodynamic process widely applied to power plants
such as coal-fired power plants or nuclear reactors. The thermal efficiency of a power plant …

Comprehensive study and optimization of concentrated photovoltaic-thermoelectric considering all contact resistances

S Shittu, G Li, X Zhao, X Ma, YG Akhlaghi… - Energy Conversion and …, 2020 - Elsevier
A consequence of the integration of photovoltaic module and thermoelectric generator is the
presence of thermal contact, which affects the heat transfer in the hybrid system. Thermal …

Hourly performance forecast of a dew point cooler using explainable Artificial Intelligence and evolutionary optimisations by 2050

YG Akhlaghi, K Aslansefat, X Zhao, S Sadati, A Badiei… - Applied Energy, 2021 - Elsevier
The empirical success of the Artificial Intelligence (AI), has enhanced importance of the
transparency in black box Machine Learning (ML) models. This study pioneers in …

Estimation of municipal waste generation of Turkey using socio-economic indicators by Bayesian optimization tuned Gaussian process regression

Z Ceylan - Waste Management & Research, 2020 - journals.sagepub.com
Accurate estimation of municipal solid waste (MSW) generation has become a crucial task in
decision-making processes for the MSW planning and management systems. In this study …

A constraint multi-objective evolutionary optimization of a state-of-the-art dew point cooler using digital twins

YG Akhlaghi, A Badiei, X Zhao, K Aslansefat… - Energy conversion and …, 2020 - Elsevier
This study is pioneered in developing digital twins using Feed-forward Neural Network
(FFNN) and multi objective evolutionary optimization (MOEO) using Genetic Algorithm (GA) …

Evaluation and optimization of a new condensation dehumidification system with fan-coil units using low-cost cold source for greenhouses

C Zong, H Li, L Zheng, W Song - Journal of Cleaner Production, 2023 - Elsevier
Dehumidification is crucial on winter nights in closed greenhouses. To address
disadvantages such as the high cooling power consumption of traditional condensation …

Assessment of agricultural energy consumption of Turkey by MLR and Bayesian optimized SVR and GPR models

Z Ceylan - Journal of Forecasting, 2020 - Wiley Online Library
Agricultural productivity highly depends on the cost of energy required for cultivation. Thus
prior knowledge of energy consumption is an important step for energy planning and policy …

Study on the double-coil heat exchanger for dehumidification and heating in greenhouses: Modeling, analysis, and optimization

C Zong, H Li, W Song, S Zhao, J Lu, Q Ma - Computers and Electronics in …, 2024 - Elsevier
Heat exchangers are widely used in dehumidification and heating technologies owing to
their excellent heat transfer performance, however, their dehumidification capability is …

A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regression

PJ García-Nieto, E Garcia-Gonzalo… - Neural Computing and …, 2021 - Springer
An energy performance certificate (EPC) provides information on the energy performance of
an energy system. The objective of this research aimed at obtaining a predictive model for …

A new predictive model for evaluating chlorophyll-a concentration in Tanes reservoir by using a Gaussian process regression

PJ García-Nieto, E García-Gonzalo… - Water Resources …, 2020 - Springer
Chlorophyll-a (hereafter referred to as Chl-a) is a recognized indicator for phytoplankton
abundance and biomass–hence, an effective estimation of the trophic condition–of water …