4.7 Article

Self-adaptive temperature and humidity compensation based on improved deep BP neural network for NO2 detection in complex environment

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Automation & Control Systems

Temperature Compensation With Highly Integrated Ionization Sensor Array Used in Simultaneous Detection of Mixed Gases

Zhenzhen Cheng et al.

Summary: This study developed an online detection method for fault characteristic gases released by the insulation oil of transformers using a sensor array. The proposed sensor array has low error values and high integration, and can effectively detect H-2/C2H2 mixture and temperature.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2022)

Article Chemistry, Analytical

Gold-loaded tellurium nanobelts gas sensor for ppt-level NO2 detection at room temperature

Zhen Yuan et al.

Summary: In this study, gold-loaded tellurium nanobelts were synthesized through a hydrothermal process, and the resulting Au@Te sensor demonstrated rapid response, high sensitivity, good repeatability, and selectivity for the detection of NO2. The long-term stability of the sensor was also evaluated, with stable response observed over a period of 28 days.

SENSORS AND ACTUATORS B-CHEMICAL (2022)

Article Chemistry, Multidisciplinary

Multifunctional Latex/Polytetrafluoroethylene-Based Triboelectric Nanogenerator for Self-Powered Organ-like MXene/Metal-Organic Framework-Derived CuO Nanohybrid Ammonia Sensor

Dongyue Wang et al.

Summary: The paper introduces a self-powered sensor powered by a TENG for detecting ammonia at room temperature, showing excellent response and the potential to monitor pork quality. The sensor exhibits outstanding voltage and current performance, with great application prospects in wearable devices.

ACS NANO (2021)

Article Chemistry, Analytical

Highly sensitive and selective NO2 sensor of alkalized V2CTx MXene driven by interlayer swelling

Yajie Zhang et al.

Summary: Alkalized V2CTx MXene material, synthesized with abundant surface functional groups, suitable interlayer spacing, and appropriate Na+ intercalation, exhibits excellent gas sensing performance, especially high sensitivity and response to NO2.

SENSORS AND ACTUATORS B-CHEMICAL (2021)

Article Chemistry, Analytical

Ultrathin Nb2CTx nanosheets-supported polyaniline nanocomposite: Enabling ultrasensitive NH3 detection

Si Wang et al.

Summary: A novel NH3 sensor based on 2D niobium carbide MXene-supported polyaniline nanocomposite was successfully developed for ultrasensitive NH3 detection under humidity atmosphere. The sensor exhibited superior selectivity, high sensitivity, low detection limit, and good long-term reliability towards NH3 with specific RH levels. The improved sensing properties were attributed to the interaction between PANI and Nb2CTx, which effectively reduced the influence of humidity on sensor performance.

SENSORS AND ACTUATORS B-CHEMICAL (2021)

Article Computer Science, Information Systems

Robustness of Adaptive Neural Network Optimization Under Training Noise

Subhajit Chaudhury et al.

Summary: The study demonstrates that adaptive optimization methods have poorer generalization compared to Stochastic Gradient Descent when learning from noisy training data, while SGD exhibits better implicit regularization. Empirical analysis further highlights the robustness of SGD optimization against noisy training data.

IEEE ACCESS (2021)

Article Chemistry, Multidisciplinary

An Effective Optimization Method for Machine Learning Based on ADAM

Dokkyun Yi et al.

APPLIED SCIENCES-BASEL (2020)

Article Engineering, Electrical & Electronic

Heuristic Random Forests (HRF) for Drift Compensation in Electronic Nose Applications

Atiq Ur Rehman et al.

IEEE SENSORS JOURNAL (2019)

Article Computer Science, Information Systems

Improved Convolutional Neural Network Based on Fast Exponentially Linear Unit Activation Function

Zheng Qiumei et al.

IEEE ACCESS (2019)

Article Environmental Sciences

Nitrogen pollution: a key building block for addressing climate change

David R. Kanter

CLIMATIC CHANGE (2018)

Article Engineering, Electrical & Electronic

MEMS gyros temperature calibration through artificial neural networks

Rita Fontanella et al.

SENSORS AND ACTUATORS A-PHYSICAL (2018)

Proceedings Paper Environmental Sciences

Comparative Study of Drift Compensation Methods for Environmental Gas Sensors

M. Z. Abidin et al.

3RD INTERNATIONAL CONFERENCE ON RESEARCH METHODOLOGY FOR BUILT ENVIRONMENT AND ENGINEERING 2017 (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Temperature and Humidity Compensation for MOS Gas Sensor Based on Random Forests

Peng Xu et al.

INTELLIGENT COMPUTING, NETWORKED CONTROL, AND THEIR ENGINEERING APPLICATIONS, PT II (2017)

Article Computer Science, Artificial Intelligence

Do We Need More Training Data?

Xiangxin Zhu et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2016)

Article Chemistry, Analytical

Calibration transfer and drift counteraction in chemical sensor arrays using Direct Standardization

J. Fonollosa et al.

SENSORS AND ACTUATORS B-CHEMICAL (2016)

Article Chemistry, Analytical

Hydrogen gas sensor with self temperature compensation based on β-Ga2O3 thin film

Shinji Nakagomi et al.

SENSORS AND ACTUATORS B-CHEMICAL (2013)

Article Chemistry, Analytical

Compensation for the drift-like terms caused by environmental fluctuations in the responses of chemoresistive gas sensors

F. Hossein-Babaei et al.

SENSORS AND ACTUATORS B-CHEMICAL (2010)