刘宁宁｜上海工程技术大学｜学者主页

2026

声强控制的智能座舱自适应声场分区算法

曾志鹏，黄双，郭辉，王岩松，袁涛，刘宁宁

《噪声与振动控制》

2026

A subjective evaluation prediction method for intelligent cockpit sound field zoning based on RTA neural network

Tianhao Ge, Shuang Huang, Hui Guo, Yansong Wang, Pei Sun, Ningning Liu

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2026

Inverse design of membrane-type acoustic metamaterial based on deep learning

ShengLin Xu, Shuang Huang, Hui Guo, Y.S. Wang, Pei Sun, Ningning Liu

Journal of Applied Physics

DOI

2026

End-to-End 3-D Sound Source Localization from the Raw Waveform Based on Stereo Microphone Array

Lisheng Xu, Chao Yang, Hui Guo, Y.S. Wang, Ningning Liu, Fangjie Deng

Sensors

DOI

2026

Adaptive multi-objective optimization for personal sound zones in vehicles considering passenger-induced scattering

Lei Cao, Shuang Huang, Hui Guo, YanSong Wang, Tao Yuan, Ningning Liu

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2025

车内声场分区控制算法研究综述

张佳祥，王岩松，张声明，郭辉，谢晓龙，刘宁宁

《汽车工程》

DOI

2025

雨刮-风窗摩擦噪声声-固耦合分析

黄志超，王岩松，袁涛，刘宁宁

《上海工程技术大学学报》

2025

一种雨刮风窗系统响度和尖锐度主动控制的多目标优化方法

孙艺嘉，王岩松，刘宁宁，袁涛，谢晓龙，郭辉

《上海工程技术大学学报》

2025

智能座舱声场分区扬声器阵列结构优化

安俊杰，黄双，郭辉，王岩松，袁涛，刘宁宁

《应用声学》

2025

A Study on an Experimental System of Wiper–Windshield Friction Vibration and Noise

Ningning Liu, Yansong Wang, Hui Guo, Zhian Mao, Shuai Zhang, Shuang Huang, Tao Yuan

Lubricants

DOI

2025

Optimization of virtual-real hybrid loudspeaker array structure for vehicle interior sound zone control

Junjie An, Shuang Huang, Hui Guo, Y.S. Wang, Tao Yuan, Ningning Liu

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2025

Multi-Objective Optimal Control Method for Interior Vehicle Personal Sound Zone Generation

Lei Cao, Shuang Huang, Hui Guo, Y.S. Wang, Tao Yuan, Ningning Liu

Journal of vibration and acoustics

DOI

2025

A comprehensive sound quality evaluation method for periodic and transient nonlinear noise utilizing an optimized wavelet scattering network

Mingjing Xu, Shuai Zhang, Houguang Liu, Yansong Wang, Hui Guo, Ningning Liu, Pei Sun

Mechanical Systems and Signal Processing

DOI

2025

Vehicle Interior Multi-Zone Sound Field Reproduction with Uncertain Disturbance of Acoustic Transfer Function

Zhipeng Zeng, Shuang Huang, Hui Guo, Tao Yuan, Ningning Liu, Pei Sun

Acoustics Australia

DOI

2024

A nonlinear noise active control algorithm based on deep neural network

Shuang Juang, Lie Cao, Hui Guo, Y.S. Wang, Yuan Tao, Ningning Liu

Noise Control Engineering Journal

DOI

2024

A hybrid simulation approach for frictional vibration and noise of wiper-windshield system based on rigid-flexible and acoustic-structure coupling models

Hui Guo, Y.S. Wang, Pei Sun, Tao Yuan, Ningning Liu, Shuang Huang, Binyan Zhu

Journal of Vibration and Control

DOI

2024

Sound insulation performance of membrane-type acoustic metamaterial based on defect state structure

Tong Cai, Shuang Huang, Hui Guo, Tao Yuan, Pei Sun, NingNing Liu

Physica Scripta

DOI

2023

Friction-induced noise of vehicle wiper-windshield system: A review

Y.S. Wang, Hui Guo, Tao Yuan, Lianjie Ma, Ningning Liu, P. Sun

Results in Engineering

DOI

2022

汽车发动机噪声主动控制系统实验研究

刘宁宁，孙跃东，王岩松，孙裴，郭辉

《汽车工程》

2022

基于智能数据融合的车内噪声主动控制算法

刘宁宁，孙跃东，王岩松，孙裴，郭辉

《汽车技术》

2021

Hybrid vibro-acoustic active control method for vehicle interior sound quality under high-speed

Xiaolan Wang, Yuan Song, T.Z. Wang, Y.S. Wang, Ningning Liu

Applied Acoustics

DOI

2020

车内综合烦躁度评价的时序平滑激励级谱CNN模型

冯天培，孙跃东，王岩松，张博强，刘宁宁，郭辉

《汽车工程》

DOI

2020

Hybrid time–frequency algorithm for active sound quality control of vehicle interior noise based on stationary discrete wavelet transform

Y.S. Wang, Shuai Zhang, Hui Guo, Xiaolan Wang, Chao Yang, Ningning Liu

Applied Acoustics

DOI

2020

Mechanism of interior noise generation in high-speed vehicle based on anti-noise operational transfer path analysis

Ningning Liu, Yuedong Sun, Yansong Wang, Pei Sun, Wenwu Li, Hui Guo

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2020

Active control for vehicle interior noise based on DWT-FxLMS algorithm using a piezoelectric feedback system

Y.S. Wang, Hui Guo, Yongde Li, Ningning Liu, Chao Yang

Applied Acoustics

DOI

2020

Time-domain signal reconstruction of vehicle interior noise based on deep learning and compressed sensing techniques

Xiaolan Wang, Dongpo Yang, Y.S. Wang, Hui Guo, Ningning Liu, W.W. Li

Mechanical Systems and Signal Processing

DOI

2019

Active control for vehicle interior noise using the improved iterative variable step-size and variable tap-length LMS algorithms

Ningning Liu, Yuedong Sun, Y.S. Wang, Hui Guo, Bin Gao, Tianpei Feng, Pei Sun

Noise Control Engineering Journal

DOI

2019

Vehicle interior noise active control based on piezoelectric ceramic materials and improved fuzzy control algorithm

Hui Guo, Y.S. Wang, Chao Yang, Xiaolan Wang, Ningning Liu, Xu Zhang

Applied Acoustics

DOI

2018

A normalized frequency-domain block filtered-x LMS algorithm for active vehicle interior noise control

Shuai Zhang, Y.S. Wang, Hui Guo, Chao Yang, Xiaolan Wang, Ningning Liu

Mechanical Systems and Signal Processing

DOI

2018

Active interior noise control for rail vehicle using a variable step-size median-LMS algorithm

Hui Guo, Y.S. Wang, Ningning Liu, R.P. Yu, H. Chen, Xintian Liu

Mechanical Systems and Signal Processing

DOI

2017

汽车车内噪声主动控制迭代变步长LMS算法

高宾，张心光，王岩松，刘宁宁

《电子科技》

2017

A hybrid prediction for wind buffeting noises of vehicle rear window based on LES-LAA method

Y.S. Wang, L.N. Sui, Zhonghao Yin, Xiaolan Wang, Ningning Liu, Hui Guo

Applied Mathematical Modelling

DOI

2017

Study on hybrid LES▓LAA method for wind buffeting noise control of vehicle rear windows

Hui Guo, Yousong Wang, X. L. Wang, NingNing Liu, Zhonghao Yin

Noise Control Engineering Journal

DOI

2016

声品质主观评价方法对比分析

刘宁宁，李文静，王岩松，章伟，郭辉

《现代制造工程》

2014

车内噪声综合烦躁度主观评价方法研究

刘宁宁

《上海工程技术大学》

2013

Annoyance Evaluation of Subway Interior Noise Based on Psychoacoustical Indices

Ningning Liu, Y.S. Wang, L. Shi

Noise & Vibration Worldwide

DOI

刘宁宁

精选作品

期刊论文

声强控制的智能座舱自适应声场分区算法

A subjective evaluation prediction method for intelligent cockpit sound field zoning based on RTA neural network

Inverse design of membrane-type acoustic metamaterial based on deep learning

End-to-End 3-D Sound Source Localization from the Raw Waveform Based on Stereo Microphone Array

Adaptive multi-objective optimization for personal sound zones in vehicles considering passenger-induced scattering

车内声场分区控制算法研究综述

雨刮-风窗摩擦噪声声-固耦合分析

一种雨刮风窗系统响度和尖锐度主动控制的多目标优化方法

智能座舱声场分区扬声器阵列结构优化

A Study on an Experimental System of Wiper–Windshield Friction Vibration and Noise

Optimization of virtual-real hybrid loudspeaker array structure for vehicle interior sound zone control

Multi-Objective Optimal Control Method for Interior Vehicle Personal Sound Zone Generation

A comprehensive sound quality evaluation method for periodic and transient nonlinear noise utilizing an optimized wavelet scattering network

Vehicle Interior Multi-Zone Sound Field Reproduction with Uncertain Disturbance of Acoustic Transfer Function

A nonlinear noise active control algorithm based on deep neural network

A hybrid simulation approach for frictional vibration and noise of wiper-windshield system based on rigid-flexible and acoustic-structure coupling models

Sound insulation performance of membrane-type acoustic metamaterial based on defect state structure

Friction-induced noise of vehicle wiper-windshield system: A review

汽车发动机噪声主动控制系统实验研究

基于智能数据融合的车内噪声主动控制算法

Hybrid vibro-acoustic active control method for vehicle interior sound quality under high-speed

车内综合烦躁度评价的时序平滑激励级谱CNN模型

Hybrid time–frequency algorithm for active sound quality control of vehicle interior noise based on stationary discrete wavelet transform

Mechanism of interior noise generation in high-speed vehicle based on anti-noise operational transfer path analysis

Active control for vehicle interior noise based on DWT-FxLMS algorithm using a piezoelectric feedback system

Time-domain signal reconstruction of vehicle interior noise based on deep learning and compressed sensing techniques

Active control for vehicle interior noise using the improved iterative variable step-size and variable tap-length LMS algorithms

Vehicle interior noise active control based on piezoelectric ceramic materials and improved fuzzy control algorithm

A normalized frequency-domain block filtered-x LMS algorithm for active vehicle interior noise control

Active interior noise control for rail vehicle using a variable step-size median-LMS algorithm

汽车车内噪声主动控制迭代变步长LMS算法

A hybrid prediction for wind buffeting noises of vehicle rear window based on LES-LAA method

Study on hybrid LES▓LAA method for wind buffeting noise control of vehicle rear windows

声品质主观评价方法对比分析

车内噪声综合烦躁度主观评价方法研究

Annoyance Evaluation of Subway Interior Noise Based on Psychoacoustical Indices

研究方向