Journal ArticleDOI
Biodiesel synthesis from Ceiba pentandra oil by microwave irradiation-assisted transesterification: ELM modeling and optimization
Arridina Susan Silitonga,Abd Halim Shamsuddin,Teuku Meurah Indra Mahlia,Jassinne Milano,F. Kusumo,Joko Siswantoro,Surya Dharma,A.H. Sebayang,Haji Hassan Masjuki,Hwai Chyuan Ong +9 more
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TLDR
In this paper, an extreme learning machine integrated with cuckoo search algorithm was developed to predict and optimize the process parameters of microwave irradiation-assisted transesterification process conditions.About:
This article is published in Renewable Energy.The article was published on 2020-02-01. It has received 190 citations till now. The article focuses on the topics: Biodiesel production & Biodiesel.read more
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Journal ArticleDOI
State of the Art of Catalysts for Biodiesel Production
I.M. Rizwanul Fattah,Hwai Chyuan Ong,Teuku Meurah Indra Mahlia,M. Mofijur,Arridina Susan Silitonga,S. M. Ashrafur Rahman,Arslan Ahmad +6 more
TL;DR: In this article, the state-of-the-art and perspectives for catalytic biodiesel production and assesses the critical operational variables that influence biodiesel synthesis along with the technological solutions for sustainable implementation of the process.
Journal ArticleDOI
Machine learning technology in biodiesel research: A review
Mortaza Aghbashlo,Mortaza Aghbashlo,Wanxi Peng,Meisam Tabatabaei,Soteris A. Kalogirou,Salman Soltanian,Homa Hosseinzadeh-Bandbafha,Omid Mahian,Omid Mahian,Su Shiung Lam,Su Shiung Lam +10 more
TL;DR: This paper is devoted to thoroughly reviewing and critically discussing various ML technology applications, with a particular focus on ANN, to solve function approximation, optimization, monitoring, and control problems in biodiesel research.
Journal ArticleDOI
Microalgae biomass as a sustainable source for biofuel, biochemical and biobased value-added products: An integrated biorefinery concept
Sk. Yasir Arafat Siddiki,M. Mofijur,M. Mofijur,P. Senthil Kumar,Shams Forruque Ahmed,Abrar Inayat,F. Kusumo,Irfan Anjum Badruddin,T. M. Yunus Khan,Long D. Nghiem,Hwai Chyuan Ong,Teuku Meurah Indra Mahlia +11 more
TL;DR: A systematically integrated genome sequencing and process-scale engineering approach for the extraction of lipids and co-products is critical in the development of future microalgal biorefineries.
Journal ArticleDOI
Microalgae biomass as a sustainable source for biofuel, biochemical and biobased value-added products: An integrated biorefinery concept
TL;DR: In this paper , the authors discuss the key steps of microalgae-based biorefinery including cultivation and harvesting, cell disruption, biofuel and value-added compound extraction along with the detailed technologies associated with each step.
Journal ArticleDOI
An overview on advancements in biobased transesterification methods for biodiesel production: Oil resources, extraction, biocatalysts, and process intensification technologies
Shashi Kant Bhatia,Ravi Kant Bhatia,Jong-Min Jeon,Arivalagan Pugazhendhi,Mukesh Kumar Awasthi,Dinesh Kumar,Gopalakrishnan Kumar,Gopalakrishnan Kumar,Jeong-Jun Yoon,Yung-Hun Yang +9 more
TL;DR: In this paper, the availability of various oil resources and the advancements in technology related to oil extraction are discussed, and the need to develop integrated process technologies for biodiesel production to make the process more economical is emphasized.
References
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Journal ArticleDOI
The oxidative stability of biodiesel and its impact on the deterioration of metallic and polymeric materials: a review
TL;DR: In this paper, the main issues concerned with the oxidative and storage stabilities of biodiesel and how they affect different metallic and polymeric materials present in automotive parts and in biodiesel storage structures are analyzed.
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Modeling and optimization of biodiesel engine performance using advanced machine learning methods
TL;DR: Experimental results show that, in terms of the model accuracy and training time, ELM with theLogarithmic transformation is better than LS-SVM and RBFNN with/without the logarithic transformation, and PSO outperforms SA interms of fitness and standard deviation.
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A comprehensive review on biodiesel cold flow properties and oxidation stability along with their improvement processes
I.M. Monirul,Haji Hassan Masjuki,Md. Abul Kalam,Nurin Wahidah Mohd Zulkifli,H.K. Rashedul,M.M. Rashed,H.K. Imdadul,M.H. Mosarof +7 more
TL;DR: In this article, the authors provide an overview of the cold flow behavior and oxidation stability of biodiesel, as well as their effect on the engine operation system, and the improvements on the behavior of cold flow of BDI are also discussed.
Journal ArticleDOI
Experimental study and prediction of the performance and exhaust emissions of mixed Jatropha curcas-Ceiba pentandra biodiesel blends in diesel engine using artificial neural networks
Surya Dharma,Masjuki Haji Hassan,Hwai Chyuan Ong,A.H. Sebayang,Arridina Susan Silitonga,F. Kusumo,Jassinnee Milano +6 more
TL;DR: In this article, the performance and exhaust emissions of a single-cylinder direct injection diesel engine fueled with Jatropa curcas-Ceiba pentandra biodiesel-diesel blends are investigated.
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An overview of engine durability and compatibility using biodiesel–bioethanol–diesel blends in compression-ignition engines
TL;DR: In this article, the feasibility of using bioethanol and biodiesels in diesel engines was evaluated and the physicochemical properties of these fuels were evaluated. But the use of biodiesel-bioethanol-petroleum diesel blends poses a challenge with regards to improving the compatibility of the materials with the fuel system in compression ignition (CI) and spark ignition (SI) engines.