P. Sander, R. Longwic, B. Jańczuk, A. Zdziennicka, K. Szymczyk
{"title":"The Use of Canola Oil, n-Hexane, and Ethanol Mixtures in a Diesel Engine","authors":"P. Sander, R. Longwic, B. Jańczuk, A. Zdziennicka, K. Szymczyk","doi":"10.4271/04-14-02-0008","DOIUrl":"https://doi.org/10.4271/04-14-02-0008","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42021646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Studies of a Split Injection Strategy in a Gasoline Engine via High-Speed Particle Image Velocimetry","authors":"Meghnaa Dhanji, Hua Zhao","doi":"10.4271/04-14-02-0007","DOIUrl":"https://doi.org/10.4271/04-14-02-0007","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46883531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Experimental Study of Electrostatic Hazards during Simulated Aircraft Fuel Tank Loading by Ground Fueling Systems","authors":"Shimon Pisnoy, M. Rabaev","doi":"10.4271/04-14-02-0006","DOIUrl":"https://doi.org/10.4271/04-14-02-0006","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46386855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Jameel, V. C. V. Oudenhoven, N. Naser, A. Emwas, Xin Gao, S. M. Sarathy
{"title":"Predicting Ignition Quality of Oxygenated Fuels Using Artificial Neural Networks","authors":"A. Jameel, V. C. V. Oudenhoven, N. Naser, A. Emwas, Xin Gao, S. M. Sarathy","doi":"10.4271/04-14-02-0005","DOIUrl":"https://doi.org/10.4271/04-14-02-0005","url":null,"abstract":"Artificial intelligence based computing systems like artificial neural networks (ANN) have recently found increasing applications in predicting complex chemical phenomena like combustion properties. The present work deals with the development of an ANN model which can predict the derived cetane number (DCN) of oxygenated fuels containing alcohol and ether functionalities. Experimental DCN’s of 499 fuels comprising of 116 pure compounds, 222 pure compound blends, and 159 real fuel blends were used as the dataset for model development. DCN measurements of sixty new fuels were carried out in the present work and the data for the rest was collected from the literature. Fuel chemical composition expressed in the form of eight functional groups namely paraffinic CH3 groups, paraffinic CH2 groups, paraffinic CH groups, olefinic -CH=CH2 groups, naphthenic CH-CH2 groups, aromatic C-CH groups, alcoholic OH groups and ether O groups, along with two structural parameters namely, molecular weight and branching index (BI), were used as the ten input features of the model. The qualitative and quantitative determination of functional groups present in real fuels was performed using H nuclear magnetic resonance (NMR) spectroscopy. A robust ANN methodology was followed to prevent over fitting using a multilevel grid search and genetic algorithm. The final developed model with two hidden layers was tested with 15 % of randomly generated unseen points from the dataset and a regression coefficient (R) of 0.992 was observed between the experimental and predicted DCN values. An average absolute error of 0.91 obtained from the test set indicates that the developed ANN model is successful in predicting the DCN of oxygenated fuels and captures the dependence of the fuel’s ignition quality (i.e. DCN) on its constituent functional groups.","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44069219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effects of Hydroxy Gas Addition on the Performance and Emission Characteristics of Liquefied Petroleum Gas-Powered Lean-Operated Spark-Ignition Engine","authors":"Abdulvahap Çakmak, Ahmet Rasim Girisen, H. Ozcan","doi":"10.4271/04-14-01-0004","DOIUrl":"https://doi.org/10.4271/04-14-01-0004","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":"47 11","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41293778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Omar I. Awad, Maoyu Xiao, Mohammed Kamil, Bo Zhou, O. Ali, S. Shuai
{"title":"A Review of the Effects of Gasoline Detergent Additives on the Formation of Combustion Chamber Deposits of Gasoline Direct Injection Engines","authors":"Omar I. Awad, Maoyu Xiao, Mohammed Kamil, Bo Zhou, O. Ali, S. Shuai","doi":"10.4271/04-14-01-0002","DOIUrl":"https://doi.org/10.4271/04-14-01-0002","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":"14 1","pages":"13-25"},"PeriodicalIF":1.0,"publicationDate":"2021-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45440164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David Growney, Kieran Trickett, G. Walker, M. Robin
{"title":"Acid Neutralization Rates—Why Total Base Number Doesn’t Tell the Whole Story: Understanding How the Colloidal Structure of Overbased Detergents Influences Acid Neutralization Rates","authors":"David Growney, Kieran Trickett, G. Walker, M. Robin","doi":"10.4271/04-14-01-0003","DOIUrl":"https://doi.org/10.4271/04-14-01-0003","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":"14 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42740818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rebecca Monroe, W. Studzinski, J. Parsons, C. La, Kevin Sittner
{"title":"Engine Particulate Emissions as a Function of Gasoline Deposit Control Additive","authors":"Rebecca Monroe, W. Studzinski, J. Parsons, C. La, Kevin Sittner","doi":"10.4271/04-14-01-0001","DOIUrl":"https://doi.org/10.4271/04-14-01-0001","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44096317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"2019-2020 Reviewers","authors":"N. Yilmaz","doi":"10.4271/04-13-03-0018","DOIUrl":"https://doi.org/10.4271/04-13-03-0018","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46179633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Essen, S. Gersen, G. V. Dijk, Dai Liming, H. Levinsky
{"title":"The Knock Propensity of Carbon Dioxide-Containing Natural Gases: Effect of Higher Hydrocarbons on Knock-Mitigating Influence of Carbon Dioxide","authors":"M. Essen, S. Gersen, G. V. Dijk, Dai Liming, H. Levinsky","doi":"10.4271/04-13-03-0017","DOIUrl":"https://doi.org/10.4271/04-13-03-0017","url":null,"abstract":"","PeriodicalId":21365,"journal":{"name":"SAE International Journal of Fuels and Lubricants","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45246247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}