Prediction of RCCI combustion fueled with CNG and algal biodiesel to sustain efficient diesel engines using machine learning techniques
This study used microalgae biodiesel as a high-reactive fuel directly injected along with various Compressed Natural Gas (CNG) energy shares (10, 20, 30, and 40%) as low-reactive fuel injected into the intake system. The experiments are performed in a single-cylinder, water-cooled, 1500 rpm, 3.5 kW...
| Published in: | Case Studies in Thermal Engineering |
|---|---|
| Main Authors: | Elumalai Ramachandran, Ravi Krishnaiah, Elumalai Perumal Venkatesan, Satyajeet Parida, Siva Krishna Reddy Dwarshala, Sher Afghan Khan, Mohammad Asif, Emanoil Linul |
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-11-01
|
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2214157X2300936X |
Similar Items
Integration of RCCI and CDF Combustion in Conventional Diesel Engine Using CNG-diesel Fuels: An Experimental Study
by: J. Chhatbar, et al.
Published: (2024-11-01)
by: J. Chhatbar, et al.
Published: (2024-11-01)
Experimental Studies to Reduce Usage of Fossil Fuels and Improve Green Fuels by Adopting Hydrogen–Ammonia–Biodiesel as Trinary Fuel for RCCI Engine
by: Elumalai Ramachandran, et al.
Published: (2023-12-01)
by: Elumalai Ramachandran, et al.
Published: (2023-12-01)
Experimental Assessment of the Impact of Replacing Diesel Fuel with CNG on the Concentration of Harmful Substances in Exhaust Gases in a Dual Fuel Diesel Engine
by: Mirosław Karczewski, et al.
Published: (2022-06-01)
by: Mirosław Karczewski, et al.
Published: (2022-06-01)
Environmental impact evaluation of diesel engine fuelled with CNG
by: Neeraj Kumar, et al.
Published: (2023-03-01)
by: Neeraj Kumar, et al.
Published: (2023-03-01)
Investigation on Ammonia–Biodiesel Fueled RCCI Combustion Engine Using a Split Injection Strategy
by: Elumalai Ramachandran, et al.
Published: (2023-08-01)
by: Elumalai Ramachandran, et al.
Published: (2023-08-01)
Sıkıştırılmış Doğal Gaz (CNG) Lojistiğinde Risk Faktörlerinin Değerlendirilmesi
by: Senem Nart, et al.
Published: (2025-03-01)
by: Senem Nart, et al.
Published: (2025-03-01)
The Experimental Investigation of the Effects on the Combustion, Performance, and Emission Characteristics of an RCCI Engine Using Methanol/Diesel Fuel
by: Mustafa Temur, et al.
Published: (2024-03-01)
by: Mustafa Temur, et al.
Published: (2024-03-01)
A hybrid calibration scheme for developing hydrogen enrichment ratio control map using RSM and ANN technique to enhance the characteristics of an ammonia biodiesel RCCI combustion engine
by: R. Elumalai, et al.
Published: (2023-09-01)
by: R. Elumalai, et al.
Published: (2023-09-01)
Development of a Process Simulation Model for the Analysis of the Loading and Unloading System of a CNG Carrier Equipped with Novel Lightweight Pressure Cylinders
by: Rodolfo Taccani, et al.
Published: (2020-10-01)
by: Rodolfo Taccani, et al.
Published: (2020-10-01)
Numerical analysis of diesel injection strategies on emissions and performance in CH4/diesel powered RCCI diesel engine with high ratio EGR
by: Hüseyin Gürbüz, et al.
Published: (2023-02-01)
by: Hüseyin Gürbüz, et al.
Published: (2023-02-01)
Impact of butanol and hexanol on RCCI engine efficiency and emission characteristics using sapota oil methyl ester and response surface methodology
by: Anusha Mylavarapu, et al.
Published: (2025-09-01)
by: Anusha Mylavarapu, et al.
Published: (2025-09-01)
Sustainable RCCI engine operation with an ANN based novel tri-fuel approach
by: P. V. Elumalai, et al.
Published: (2025-07-01)
by: P. V. Elumalai, et al.
Published: (2025-07-01)
Investigation of the effects of syngas-biogas blends on RCCI engine with direct diesel injection: a computational study of performance, knock, and emissions
by: Seyed Alireza Farkhondeh, et al.
Published: (2025-04-01)
by: Seyed Alireza Farkhondeh, et al.
Published: (2025-04-01)
Optimizing hydrogen utilization in RCCI and dual-fuel engines with hybrid electric integration
by: P.V. Rameez, et al.
Published: (2025-06-01)
by: P.V. Rameez, et al.
Published: (2025-06-01)
Influence of pilot diesel ratio and engine load on combustion behaviour in a biogas-fueled RCCI engine
by: M. Yavuz, et al.
Published: (2025-11-01)
by: M. Yavuz, et al.
Published: (2025-11-01)
Optimization Methodologies for Analyzing the Impact of Operational Parameters on a Light-Duty Methane/Diesel Reactivity-Controlled Compression Ignition (RCCI) Engine
by: Anwer Hamed Salih Alattwani, et al.
Published: (2025-04-01)
by: Anwer Hamed Salih Alattwani, et al.
Published: (2025-04-01)
Performance Analysis of Iranian National Heavy-Duty Diesel Engine under RCCI Combustion Fueled with Landfill Gas and Diesel Fuel
by: Jafar Karbasi, et al.
Published: (2022-03-01)
by: Jafar Karbasi, et al.
Published: (2022-03-01)
Experimental Evaluation of the Effect of Replacing Diesel Fuel by CNG on the Emission of Harmful Exhaust Gas Components and Emission Changes in a Dual-Fuel Engine
by: Mirosław Karczewski, et al.
Published: (2023-01-01)
by: Mirosław Karczewski, et al.
Published: (2023-01-01)
Impact of Spray Cone Angle on the Performances of Methane/Diesel RCCI Engine Combustion under Low Load Operating Conditions
by: Fathi Hamdi, et al.
Published: (2022-05-01)
by: Fathi Hamdi, et al.
Published: (2022-05-01)
Analysis of Engine Parameters at Using Diesel-LPG and Diesel-CNG Mixture in Compression-ignition Engine
by: Michal Jukl, et al.
Published: (2014-01-01)
by: Michal Jukl, et al.
Published: (2014-01-01)
Influence of biogas mixing parameters on the combustion and emission characteristics of diesel RCCI engine
by: Mior A. Said, et al.
Published: (2022-02-01)
by: Mior A. Said, et al.
Published: (2022-02-01)
Hydrogen-induced Fuel System in RCCI Engine for Clean Combustion: A Review
by: Eswanto Eswanto, et al.
Published: (2025-09-01)
by: Eswanto Eswanto, et al.
Published: (2025-09-01)
Combustion and Emission Characteristics of CNG-Diesel Dual Fuel Engine with Variation of Air Fuel Ratio
by: Dori Yuvenda, et al.
Published: (2022-12-01)
by: Dori Yuvenda, et al.
Published: (2022-12-01)
Using the DOE Concept to Determine the Appropriate Operating Conditions for the D87 Heavy-Duty Diesel Engine under RCCI Combustion Fueled with Diesel Fuel and Natural Gas
by: Mohammad Reza Salmani Marasht, et al.
Published: (2022-10-01)
by: Mohammad Reza Salmani Marasht, et al.
Published: (2022-10-01)
Split injection timing optimization in ammonia/biodiesel powered by RCCI engine
by: Elumalai Pv, et al.
Published: (2024-09-01)
by: Elumalai Pv, et al.
Published: (2024-09-01)
A Review on Recent Developments of RCCI Engines Operated with Alternative Fuels
by: Siva Krishna Reddy Dwarshala, et al.
Published: (2023-04-01)
by: Siva Krishna Reddy Dwarshala, et al.
Published: (2023-04-01)
Numerical Investigation of an RCCI Engine Fueled with Natural Gas/Dimethyl-Ether in Various Injection Strategies
by: Ayat Gharehghani, et al.
Published: (2021-03-01)
by: Ayat Gharehghani, et al.
Published: (2021-03-01)
Impacts of using EGR and different DI-fuels on RCCI engine emissions, performance, and combustion characteristics
by: Medhat Elkelawy, et al.
Published: (2022-08-01)
by: Medhat Elkelawy, et al.
Published: (2022-08-01)
Optimization and Performance Evaluation of Diesel Oxidation Catalysts for Methane Removal in Dual-Fuel Diesel–CNG Engines
by: Piotr Wiśniowski, et al.
Published: (2025-04-01)
by: Piotr Wiśniowski, et al.
Published: (2025-04-01)
CNG impact on combustion quality of a diesel engine fueled in diesel-gas mode
by: Silviu Rotaru, et al.
Published: (2024-08-01)
by: Silviu Rotaru, et al.
Published: (2024-08-01)
Magneto-Hydrodynamic effects on Diesel/CNG bubbly flow enhanced by Fe3O4 Nanoparticles: Experimental and mathematical assessments
by: Mohammed El-Adawy, et al.
Published: (2023-01-01)
by: Mohammed El-Adawy, et al.
Published: (2023-01-01)
Comparative evaluation of energy, performance, and emission characteristics in dual-fuel (CH4/Diesel) heavy-duty engine with RCCI combustion mode
by: Mahbod Armin, et al.
Published: (2022-12-01)
by: Mahbod Armin, et al.
Published: (2022-12-01)
Start of Injection Influence on In-Cylinder Fuel Distribution, Engine Performance and Emission Characteristic in a RCCI Marine Engine
by: Alireza Kakoee, et al.
Published: (2024-05-01)
by: Alireza Kakoee, et al.
Published: (2024-05-01)
Compatibility Effects of Waste Cooking Oil Biodiesel Blend on Fuel System Elastomers in Compression Ignition Engines
by: Elumalai Perumal Venkatesan, et al.
Published: (2024-02-01)
by: Elumalai Perumal Venkatesan, et al.
Published: (2024-02-01)
Adoptability assessment of HCDI and RCCI modes in plug-in parallel hybrid electric vehicles using sustainable fuels and model-based torque structure calibration strategies
by: Vignesh R, et al.
Published: (2024-09-01)
by: Vignesh R, et al.
Published: (2024-09-01)
Assessment of comfort index (CI) based on vibration characteristics in CNG control system development
by: Suroto Munahar, et al.
Published: (2024-03-01)
by: Suroto Munahar, et al.
Published: (2024-03-01)
Risk Analysis Related to the Possibility of Using CNG in Trans Jogja Buses
by: Perwitasari Perwitasari, et al.
Published: (2022-06-01)
by: Perwitasari Perwitasari, et al.
Published: (2022-06-01)
Experimental Analysis of the Influence of a Compressed Natural Gas (CNG) - Air Mixer on Performance and Emissions in Partial Load CNG-Diesel Dual Fuel Engines
by: Betty ariani, et al.
Published: (2024-08-01)
by: Betty ariani, et al.
Published: (2024-08-01)
2-Stroke RCCI Engines for Passenger Cars
by: Enrico Mattarelli, et al.
Published: (2022-02-01)
by: Enrico Mattarelli, et al.
Published: (2022-02-01)
Analysis of Key Storage Mechanism of Asymmetric Key-Related Functions in CNG Crypto Library
by: Kyungroul Lee, et al.
Published: (2023-05-01)
by: Kyungroul Lee, et al.
Published: (2023-05-01)
Similar Items
-
Integration of RCCI and CDF Combustion in Conventional Diesel Engine Using CNG-diesel Fuels: An Experimental Study
by: J. Chhatbar, et al.
Published: (2024-11-01) -
Experimental Studies to Reduce Usage of Fossil Fuels and Improve Green Fuels by Adopting Hydrogen–Ammonia–Biodiesel as Trinary Fuel for RCCI Engine
by: Elumalai Ramachandran, et al.
Published: (2023-12-01) -
Experimental Assessment of the Impact of Replacing Diesel Fuel with CNG on the Concentration of Harmful Substances in Exhaust Gases in a Dual Fuel Diesel Engine
by: Mirosław Karczewski, et al.
Published: (2022-06-01) -
Environmental impact evaluation of diesel engine fuelled with CNG
by: Neeraj Kumar, et al.
Published: (2023-03-01) -
Investigation on Ammonia–Biodiesel Fueled RCCI Combustion Engine Using a Split Injection Strategy
by: Elumalai Ramachandran, et al.
Published: (2023-08-01)
