Ensemble machine learning techniques for particulate emissions estimation from a highly boosted GDI engine fuelled by different gasoline blends

Ensemble machine learning techniques for particulate emissions estimation from a highly boosted GDI engine fuelled by different gasoline blends

Light-duty vehicle emissions regulations worldwide impose stringent limits on particulate matter (PM) emissions, necessitating accurate modelling and prediction of particulate emissions across a range of sizes (as low as 10 nm). It has been shown that the decision tree-based ensemble machine learnin...

Bibliografski detalji
Glavni autori:	Stangierska, M, Bajwa, A, Lewis, A, Akehurst, S, Turner, J, Leach, FCP
Format:	Conference item
Jezik:	English
Izdano:	SAE International 2024

Slični predmeti

Sub-23 nm particulate emissions from a highly boosted GDI engine
od: Leach, F, i dr.
Izdano: (2019)

Using neural network and random forest algorithmic approaches to predicting particulate emissions from a highly boosted GDI engine
od: Papaioannou, N, i dr.
Izdano: (2021)

The effect of fuel composition on particulate emissions from a highly boosted GDI engine – An evaluation of three particulate indices
od: Leach, F, i dr.
Izdano: (2019)

Particulate emissions from a highly boosted gasoline direct injection engine
od: Leach, F, i dr.
Izdano: (2017)

Particulate emissions from gasoline direct injection engines
od: Leach, FCP
Izdano: (2014)

The effect of oxygenate fuels on PN emissions from a highly boosted GDI engine
od: Leach, F, i dr.
Izdano: (2018)

Spray behaviour and particulate matter emissions with M15 methanol/gasoline blends in a GDI engine
od: Mohd Murad, S, i dr.
Izdano: (2016)

GDI engine operation with ethanol/gasoline blends and aqueous ethanol
od: Stone, R, i dr.
Izdano: (2012)

A review of particulate number (PN) emissions from gasoline direct injection (GDI) engines and their control techniques
od: Raza, M, i dr.
Izdano: (2018)

A Review of Particulate Number (PN) Emissions from Gasoline Direct Injection (GDI) Engines and Their Control Techniques
od: Mohsin Raza, i dr.
Izdano: (2018-06-01)

Effect of the valve timing and the coolant temperature on particulate emissions from a gasoline direct-injection engine fuelled with gasoline and with a gasoline-ethanol blend
od: Chen, L, i dr.
Izdano: (2012)

Performance and emission characteristics of a spark ignition engine fuelled with butanol isomer-gasoline blends
od: Yusoff, M.N.A.M., i dr.
Izdano: (2017)

Exploration of flame characteristics of gasoline engine fuelled by gasoline-pentanol blends using combustion endoscopy
od: S. Kumaravel, i dr.
Izdano: (2024-12-01)

Exhaust gas treatment for reducing cold start emissions of a motorcycle engine fuelled with gasoline-ethanol blends
od: A. Samuel Raja, i dr.
Izdano: (2017-04-01)

The study of the spark ignition engine operation at fuelling with n-butanol-gasoline blends
od: Sandu Cristian, i dr.
Izdano: (2020-01-01)

Ammonia emissions from combustion in gasoline engines
od: Bajwa, A, i dr.
Izdano: (2023)

Comparing real driving emissions from Euro 6d-TEMP vehicles running on E0 and E10 gasoline blends
od: Shankar, V, i dr.
Izdano: (2023)

Investigation on Blending Effects of Gasoline Fuel with N-Butanol, DMF, and Ethanol on the Fuel Consumption and Harmful Emissions in a GDI Vehicle
od: Haifeng Liu, i dr.
Izdano: (2019-05-01)

Implementation of Oxy-Fuel Combustion (OFC) Technology in a Gasoline Direct Injection (GDI) Engine Fueled with Gasoline–Ethanol Blends
od: Xiang Li, i dr.
Izdano: (2021-10-01)

A review of the requirements for injection systems and the effects of fuel quality on particulate emissions from GDI engines
od: Leach, F, i dr.
Izdano: (2018)

Particulate Matter and Gaseous Emission of Hydrous Ethanol Gasoline Blends Fuel in a Port Injection Gasoline Engine
od: Maji Luo, i dr.
Izdano: (2017-08-01)

The influence of ethanol blends on particulate matter emissions from gasoline direct injection engines
od: Chen, L, i dr.
Izdano: (2010)

Effects of Ethanol Evaporative Cooling on Particulate Number Emissions in GDI Engines
od: Chen, Yu, i dr.
Izdano: (2019)

Assessing the effects of ethanol addition on particulate matter emissions in GDI engines
od: Zhang, Yihao, S.M. Massachusetts Institute of Technology
Izdano: (2018)

A study of mixture preparation and PM emissions using a direct injection engine fuelled with stoichiometric gasoline/ethanol blends
od: Chen, L, i dr.
Izdano: (2012)

Effects of ethanol additives on spark ignition engine performance and emissions fuelled with methanol-gasoline blends / Mohamad Qayyum Mohd Tamam
od: Mohd Tamam, Mohamad Qayyum
Izdano: (2020)

Effects of Different Gasoline Additives on Fuel Consumption and Emissions in a Vehicle Equipped With the GDI Engine
od: Mingsheng Wen, i dr.
Izdano: (2022-07-01)

Investigation of The Effects of Iso-Butanol Additives on Spark Ignition Engine Fuelled with Methanol-Gasoline Blends
od: Hazim, Sharudin, i dr.
Izdano: (2017)

Design of a gasoline direct injection (GDI) conversion kit /
od: Muhammad Qaiyyuum Jamal Abd. Nasir, 1986-, i dr.
Izdano: (2009)

Fuel Consumption and Emissions Analysis of a Light Vehicle Fuelled with Two Ethanol–Gasoline Blends in Urban Driving Conditions of Lima Metropolitana
od: Andrea Rondón, i dr.
Izdano: (2021-07-01)

Particulate matter emissions from gasoline direct injection spark ignition engines
od: Leach, F, i dr.
Izdano: (2014)

Direct injection gasoline engine particulate emissions
od: Price, P
Izdano: (2009)

Throttling effect on the performance and emissions of a multi-cylinder gasoline fuelled spark ignition engine
od: Hamada, Khalaf I., i dr.
Izdano: (2022)

Effect of ethanol and iso-octane blends on isolated low-temperature heat release in a spark ignition engine
od: White, SP, i dr.
Izdano: (2024)

Predicting engine performance and exhaust emissions of a spark ignition engine fuelled with 2-butanol-gasoline blends using RSM and ANN models
od: Muhammad Yusri, Ismail
Izdano: (2018)

Understanding the particulate formation process in the engine fuelled with diesel/Jet A-1 blends
od: Zhu, Qiren, i dr.
Izdano: (2022)

Comparison of the Real-Driving Emissions (RDE) of a Gasoline Direct Injection (GDI) Vehicle at Different Routes in Europe
od: Barouch Giechaskiel, i dr.
Izdano: (2024-03-01)

The effect of hydrogen additives on fuel consumption and hydrocarbon emissions in gasoline fuelled Wankel rotary engine
od: Levin Yuriy, i dr.
Izdano: (2023-01-01)

Analysis of Hazardous Emissions of Hand-Operated Forestry Machines Fuelled with Standard Mix or Alkylate Gasoline
od: Aldo Calcante, i dr.
Izdano: (2018-01-01)

A review and perspective on particulate matter indices linking fuel composition to particulate emissions from gasoline engines
od: Leach, F, i dr.
Izdano: (2021)