Forecasting of NOx Emissions of Diesel LHD Vehicles in Underground Mines—An ANN-Based Regression Approach

Forecasting of NOx Emissions of Diesel LHD Vehicles in Underground Mines—An ANN-Based Regression Approach

An approach based on an artificial neural network (ANN) for the prediction of NOx emissions from underground load–haul–dumping (LHD) vehicles powered by diesel engines is proposed. A Feed-Forward Neural Network, the Multi-Layer Perceptron (MLP), is used to establish a nonlinear relationship between...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Aleksandra Banasiewicz, Forougholsadat Moosavi, Michalina Kotyla, Paweł Śliwiński, Pavlo Krot, Jacek Wodecki, Radosław Zimroz
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	MDPI AG 2023-09-01
Cyfres:	Applied Sciences
Pynciau:	NOx emission prediction artificial neural network LHD vehicles underground mine safety ventilation
Mynediad Ar-lein:	https://www.mdpi.com/2076-3417/13/17/9965

Eitemau Tebyg

Prediction of NOx Emission Based on Data of LHD On-Board Monitoring System in a Deep Underground Mine
gan: Aleksandra Banasiewicz, et al.
Cyhoeddwyd: (2023-02-01)

Localization of LHD Machines in Underground Conditions Using IMU Sensors and DTW Algorithm
gan: Paweł Stefaniak, et al.
Cyhoeddwyd: (2021-07-01)

Study on the Autonomous Walking of an Underground Definite Route LHD Machine Based on Reinforcement Learning
gan: Shuo Zhao, et al.
Cyhoeddwyd: (2022-05-01)

Pre-Work for the Birth of Driver-Less Scraper (LHD) in the Underground Mine: The Path Tracking Control Based on an LQR Controller and Algorithms Comparison
gan: Haoxuan Yu, et al.
Cyhoeddwyd: (2021-11-01)

Generation of shear flows induced by AE / EPM in LHD plasma
gan: J. Varela, et al.
Cyhoeddwyd: (2024-01-01)

Bucket Trajectory Optimization under the Automatic Scooping of LHD
gan: Yu Meng, et al.
Cyhoeddwyd: (2019-10-01)

Electro-Mechanical Modeling and Evaluation of Electric Load Haul Dump Based on Field Measurements
gan: Gabriel Freire, et al.
Cyhoeddwyd: (2023-05-01)

Lightweight LHD BEV Loader with an Individual Drive for Each Wheel
gan: Korski Wojciech, et al.
Cyhoeddwyd: (2023-09-01)

Investigation of the distribution of remaining tritium in divertor in LHD
gan: S. Masuzaki, et al.
Cyhoeddwyd: (2021-03-01)

An Inspection Robot for Belt Conveyor Maintenance in Underground Mine—Infrared Thermography for Overheated Idlers Detection
gan: Jarosław Szrek, et al.
Cyhoeddwyd: (2020-07-01)

Soft X-Ray Spectroscopy of Rare-Earth Elements in LHD Plasmas
gan: Chihiro Suzuki, et al.
Cyhoeddwyd: (2019-07-01)

LHD3 Encoding a J-Domain Protein Controls Heading Date in Rice
gan: Liu Qiao, et al.
Cyhoeddwyd: (2023-09-01)

Effect of impurity deposition layer formation on D retention in LHD plasma exposed W
gan: Y. Oya, et al.
Cyhoeddwyd: (2016-12-01)

Assessment of the Stability of Bev Lhd Loader
gan: Bołoz Łukasz, et al.
Cyhoeddwyd: (2022-12-01)

Recognition of LHD Position and Maneuvers in Underground Mining Excavations—Identification and Parametrization of Turns
gan: Justyna Witulska, et al.
Cyhoeddwyd: (2021-06-01)

Helium plasma-induced surface modifications of unirradiated and pre-ion irradiated tungsten at LHD divertor leg position
gan: Mingzhong Zhao, et al.
Cyhoeddwyd: (2025-01-01)

A Method for Large Underground Structures Geometry Evaluation Based on Multivariate Parameterization and Multidimensional Analysis of Point Cloud Data
gan: Adam Wróblewski, et al.
Cyhoeddwyd: (2022-08-01)

Asymmetry in particle load on divertor tiles in different magnetic field configurations of LHD
gan: Tsukasa Sugiyama, et al.
Cyhoeddwyd: (2024-12-01)

A Method for Structure Breaking Point Detection in Engine Oil Pressure Data
gan: Aleksandra Grzesiek, et al.
Cyhoeddwyd: (2021-09-01)

Research Status and Development Trend of Underground Intelligent Load-Haul-Dump Vehicle—A Comprehensive Review
gan: Wei Xiao, et al.
Cyhoeddwyd: (2022-09-01)

Plasma Spectroscopy on an Aluminum-Pellet Ablation Cloud in an LHD Plasma with an Echelle Spectrometer
gan: Hirotaka Tanaka, et al.
Cyhoeddwyd: (2020-11-01)

Glow Discharge Boronization and Real-Time Boronization Using an Impurity Powder Dropper in LHD
gan: S. Masuzaki, et al.
Cyhoeddwyd: (2025-03-01)

Application of the Infrared Thermography and Unmanned Ground Vehicle for Rescue Action Support in Underground Mine—The AMICOS Project
gan: Jarosław Szrek, et al.
Cyhoeddwyd: (2020-12-01)

A Portable Environmental Data-Monitoring System for Air Hazard Evaluation in Deep Underground Mines
gan: Bartłomiej Ziętek, et al.
Cyhoeddwyd: (2020-11-01)

NoxO1 Determines the Level of ROS Formation by the Nox1-Centered NADPH Oxidase
gan: Dana Maureen Hebchen, et al.
Cyhoeddwyd: (2024-09-01)

REDUCTION OF NOx IN A DIESEL ENGINE USING SPLIT INJECTION APPROACH
gan: P. KRISHNA, et al.
Cyhoeddwyd: (2015-05-01)

PSO-NMPC control strategy based path tracking control of mining LHD (scraper)
gan: Ya Liu, et al.
Cyhoeddwyd: (2024-11-01)

Prediction of NOx Emissions with A Novel ANN Model in Adana
gan: Senem Sezer, et al.
Cyhoeddwyd: (2020-12-01)

VEO-IBD NOX1 variant highlights a structural region essential for NOX/DUOX catalytic activity
gan: Josie Ward, et al.
Cyhoeddwyd: (2023-11-01)

Observation of energetic ion anisotropy using neutron diagnostics in the Large Helical Device
gan: K. Ogawa, et al.
Cyhoeddwyd: (2024-01-01)

DeNOxing the air in urban spaces by building and construction photocatalytic coverings
gan: J. Fernández-Pampillón, et al.
Cyhoeddwyd: (2024-12-01)

NOX2 and NOX4 expression in monocytes and macrophages-extracellular vesicles in signalling and therapeutics
gan: Deepak Rathi, et al.
Cyhoeddwyd: (2024-04-01)

Development of Ammonia Combustion Technology for NOx Reduction
gan: Hossein Ali Yousefi Rizi, et al.
Cyhoeddwyd: (2025-03-01)

Effects of hydrogen addition on NOx formation in a non-premixed methane low-NOx combustor
gan: Jiaying CHENG, et al.
Cyhoeddwyd: (2023-12-01)

Research on the Influence of Euro VI Diesel Engine Assembly Consistency on NOx Emissions
gan: Wei Yan, et al.
Cyhoeddwyd: (2020-10-01)

The NADPH Oxidases Nox1 and Nox2 Differentially Regulate Volatile Organic Compounds, Fungistatic Activity, Plant Growth Promotion and Nutrient Assimilation in Trichoderma atroviride
gan: Valter Cruz-Magalhães, et al.
Cyhoeddwyd: (2019-01-01)

Dynamic Performance Simulation and Stable Current Collection Analysis of a Pantograph Catenary System for Trolley Wire Overhead Electrically Actuated LHD
gan: Yinping Li, et al.
Cyhoeddwyd: (2020-02-01)

Reactive oxygen species derived from NOX3 and NOX5 drive differentiation of human oligodendrocytes
gan: Roberta eAccetta, et al.
Cyhoeddwyd: (2016-06-01)

Modelling the production of NOx in coal burning
gan: Èarnogurská Mária
Cyhoeddwyd: (2000-06-01)

Feasibility study on mornitoring NOx emissions of China-VI natural gas engines with the NOx sensor
gan: Zhang Lin, et al.
Cyhoeddwyd: (2022-01-01)