An auto-encoder based LSTM model for prediction of ambient noise levels
Traffic noise is one of the most prevalent cause of environmental pollution in Indian cities. A
reliable method is required for assessment, and prediction of ambient noise levels. This …
reliable method is required for assessment, and prediction of ambient noise levels. This …
A hybrid deep leaning model for prediction and parametric sensitivity analysis of noise annoyance
Noise annoyance is recognized as an expression of physiological and psychological strain
in acoustical environment. The studies on prediction of noise annoyance and parametric …
in acoustical environment. The studies on prediction of noise annoyance and parametric …
Time-series prediction and forecasting of ambient noise levels using deep learning and machine learning techniques
SK Tiwari, LA Kumaraswamidhas… - Noise Control …, 2022 - ingentaconnect.com
Ambient day and night noise levels prediction problems have traditionally been addressed
using various statistical and machine learning methods. This paper presents the time-series …
using various statistical and machine learning methods. This paper presents the time-series …
Assessment and Mapping of Noise Pollution Levels in Bus Stands: A Case Study of Haryana State, India
Traffic noise is a detrimental consequence of heavy urbanisation that has a negative effect
on the people. The present study focuses on the measurement and mapping of noise levels …
on the people. The present study focuses on the measurement and mapping of noise levels …
Strategies and implications of noise pollution monitoring, modelling, and mitigation in urban cities
SK Tiwari, LA Kumaraswamidhas, N Garg - Handbook of Metrology and …, 2023 - Springer
The present chapter provides an exhaustive review on the noise monitoring studies,
comparison of the prediction models including physical propagation model, and applications …
comparison of the prediction models including physical propagation model, and applications …
Acoustic optimization of a tee via a Helmholtz resonant cavity and noise prediction via a genetic algorithm coupled with the grey model
C Zhang, H Li, X Zhang, T Huang, C Guo… - Journal of Building …, 2024 - Elsevier
As a key local component in heating, ventilation and air conditioning (HVAC) systems, the
acoustic characteristics of the tee largely determine the indoor acoustic environment quality …
acoustic characteristics of the tee largely determine the indoor acoustic environment quality …
Noise and vibration exposure on the physiological parameters of bus drivers using machine learning algorithm
SK Tiwari, A Al-Dmour… - … for Sustainability and …, 2022 - ieeexplore.ieee.org
In present's circumstances, vehicle oper-ators are subjected to severe health hazards due to
extended period of noise, and vibration exposure while operating the vehicle. The aim of this …
extended period of noise, and vibration exposure while operating the vehicle. The aim of this …