Category: Engineering

In the calculations, it is assumed that: \(b_0=0\) m, \(b_1=0.0022\) m, \(b_2 = 0.0062\) m and \(b_3 = 0.1202\) m. The values of emissivity \(\varepsilon =0.84\) and temperature of the surrounding \(T_{\infty }=273\) K are taken. It is also…

The proposed method for detecting abnormal health conditions of a person using joint process estimator-based rider optimization for Deep stack auto-encoder is shown in Fig. 1. In this work the health monitoring system capture the data such as…

This research focuses on a system that connects wind energy to the power grid as a sustainable energy source. The WECS is used and implemented as the primary energy source, consisting of a PMSG type with a capacity of 5.5 kW. Figure 1 depicts a…

Details of the main steps of our proposed methodology to model urban air pollution using ML methods and assessing the importance of the spatial and temporal resolutions in modeling are shown in Fig. 2.

Evaluation and comparison of prediction models

The current study evaluated the predictive performance of multiple ML models for estimating Cs using a dataset where 80% was allocated for training and 20% for testing. The models, including CNN, SVM,…