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Recent advances and sustainable solutions in automobile air conditioning systems
The regulations regarding emission and air conditioning in the automobile sector have
become more stringent worldwide. Air conditioning (AC) is an integral component of an …
become more stringent worldwide. Air conditioning (AC) is an integral component of an …
Experimental assessment of a greenhouse with and without PCM thermal storage energy and prediction their thermal behavior using machine learning algorithms
This research paper focuses on the design, fabrication, and experimental investigation of a
thermal energy storage unit utilizing phase change materials (PCMs) for greenhouses. The …
thermal energy storage unit utilizing phase change materials (PCMs) for greenhouses. The …
Predictions of vertical train-bridge response using artificial neural network-based surrogate model
X Han, H **ang, Y Li, Y Wang - Advances in Structural …, 2019 - journals.sagepub.com
To improve the efficiency of reliability calculations for vehicle-bridge systems, we present a
surrogate modeling method based on a nonlinear autoregressive with exogenous input …
surrogate modeling method based on a nonlinear autoregressive with exogenous input …
[HTML][HTML] Enhancing the fuel saving and emissions reduction of light-duty vehicle by a new design of air conditioning worked by solar energy
WK Alani, J Zheng, MA Fayad, L Lei - Case Studies in Thermal Engineering, 2022 - Elsevier
Increasing the demand of using fossil fuel is started appear in the recent decades, especially
in the transport sector such as diesel engines. Normally, air conditioning (a/c) increases the …
in the transport sector such as diesel engines. Normally, air conditioning (a/c) increases the …
Energy consumption forecasting in a university office by artificial intelligence techniques: An analysis of the exogenous data effect on the modeling
R Sadeghian Broujeny, S Ben Ayed, M Matalah - Energies, 2023 - mdpi.com
The forecasting of building energy consumption remains a challenging task because of the
intricate management of the relevant parameters that can influence the performance of …
intricate management of the relevant parameters that can influence the performance of …
Application of adaptive neural predictive control for an automotive air conditioning system
In this paper, a Model Predictive Controller (MPC) using an online trained artificial neural
network (ANN) as the nonlinear plant model is implemented for an automotive air …
network (ANN) as the nonlinear plant model is implemented for an automotive air …
Modeling the dynamic response of plant growth to root zone temperature in hydroponic chili pepper plant using neural networks
GK Aji, K Hatou, T Morimoto - Agriculture, 2020 - mdpi.com
One of the essential factors in the root zone environment that affects plant growth is
temperature. Determining the optimal root zone temperature condition in a hydroponic …
temperature. Determining the optimal root zone temperature condition in a hydroponic …
An energy-saving control strategy for multi-zone demand controlled ventilation system with data-driven model and air balancing control
G **g, W Cai, X Zhang, C Cui, H Liu, C Wang - Energy, 2020 - Elsevier
A data-driven energy-saving control strategy applied to balance the multi-zone demand
controlled ventilation system is presented. The proposed strategy consists of two steps …
controlled ventilation system is presented. The proposed strategy consists of two steps …
An optimized ANN for the performance prediction of an automotive air conditioning system
This article presents the prediction of the thermal performance of an automotive air
conditioning system (AACS) by using an artificial neural network (ANN). The ANN has …
conditioning system (AACS) by using an artificial neural network (ANN). The ANN has …
High efficiency air conditioning model based analysis for the automotive sector
The air conditioning (A/C) system of the cabin is one of the most energy consuming
auxiliaries in a vehicle and its optimization is a technological option suitable for achieving …
auxiliaries in a vehicle and its optimization is a technological option suitable for achieving …