Applications of hybrid models in chemical, petroleum, and energy systems: A systematic review

S Zendehboudi, N Rezaei, A Lohi - Applied energy, 2018 - Elsevier
Mathematical modeling and simulation methods are important tools in studying various
processes in science and engineering. In the current review, we focus on the applications of …

Renewable energy: Present research and future scope of Artificial Intelligence

SK Jha, J Bilalovic, A Jha, N Patel, H Zhang - Renewable and Sustainable …, 2017 - Elsevier
The existence of sunlight, air and other resources on earth must be used in an appropriate
way for human welfare while still protecting the environment and its living creatures. The …

Modelling and experimental performance analysis of solar-assisted ground source heat pump system

H Esen, M Esen, O Ozsolak - Journal of Experimental & Theoretical …, 2017 - Taylor & Francis
In this study, slinky (the slinky-loop configuration is also known as the coiled loop or spiral
loop of flexible plastic pipe) type ground heat exchanger (GHE) was established for a solar …

A review on machine learning forecasting growth trends and their real-time applications in different energy systems

T Ahmad, H Chen - Sustainable Cities and Society, 2020 - Elsevier
Energy forecasting and planning play an important role in energy sector development and
policy formulation. The forecasting model selection mostly based on the availability of the …

Applications of artificial neural networks for refrigeration, air-conditioning and heat pump systems—A review

M Mohanraj, S Jayaraj, C Muraleedharan - Renewable and sustainable …, 2012 - Elsevier
In this paper, an attempt has been made to review the applications of artificial neural
networks (ANN) for energy and exergy analysis of refrigeration, air conditioning and heat …

Optimal design, operational controls, and data-driven machine learning in sustainable borehole heat exchanger coupled heat pumps: Key implementation challenges …

N Ahmed, M Assadi, AA Ahmed, R Banihabib - Energy for Sustainable …, 2023 - Elsevier
The integration of technologies has made it possible to develop optimal operating conditions
at reduced costs, which results in a more sustainable energy transition away from fossil fuels …

[HTML][HTML] Artificial intelligence models for refrigeration, air conditioning and heat pump systems

DS Adelekan, OS Ohunakin, BS Paul - Energy Reports, 2022 - Elsevier
Artificial intelligence (AI) models for refrigeration, heat pumps, and air conditioners have
emerged in recent decades. The universal approximation accuracy and prediction …

[HTML][HTML] Modeling and optimization of hybrid ground source heat pump with district heating and cooling

AR Puttige, S Andersson, R Östin, T Olofsson - Energy and Buildings, 2022 - Elsevier
Hybrid heating systems with ground source heat pumps (GSHP) and district heating and
cooling offer flexibility in operation to both building owners and energy providers. The …

Research on multi-objective optimization configuration of solar ground source heat pump system using data-driven approach

P Li, J Cheng, Y Yang, H Yin, N Zang - Energy, 2024 - Elsevier
Under the premise of ensuring the stable operation of solar coupled ground source heat
pump systems (SGSHPs), optimizing the configuration to improve the thermal performance …

Predictive ANN models of ground heat exchanger for the control of hybrid ground source heat pump systems

W Gang, J Wang - Applied energy, 2013 - Elsevier
Hybrid ground source heat pump (HGSHP) system coupled with supplemental heat rejection
equipment in parallel configuration is suitable for buildings where the cooling load is much …