Recent advances and sustainable solutions in automobile air conditioning systems

S Vashisht, D Rakshit - Journal of cleaner production, 2021 - Elsevier
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 …

Experimental assessment of a greenhouse with and without PCM thermal storage energy and prediction their thermal behavior using machine learning algorithms

A Badji, A Benseddik, H Bensaha, A Boukhelifa… - Journal of Energy …, 2023 - Elsevier
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 …

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 …

[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 …

Application of adaptive neural predictive control for an automotive air conditioning system

BC Ng, IZM Darus, H Jamaluddin, HM Kamar - Applied Thermal …, 2014 - Elsevier
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 …

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 …

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 …

An optimized ANN for the performance prediction of an automotive air conditioning system

SP Datta, PK Das, S Mukhopadhyay - Science and Technology for …, 2019 - Taylor & Francis
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 …

High efficiency air conditioning model based analysis for the automotive sector

D Di Battista, R Cipollone - international journal of refrigeration, 2016 - Elsevier
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 …