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Samuel OD, Patel GCM, Thomas L, Chandran D, Paramasivam P, Enweremadu CC. RSM integrated GWO, Driving Training, and Election-Based Algorithms for optimising ethylic biodiesel from ternary oil of neem, animal fat, and jatropha. Sci Rep 2024; 14:21289. [PMID: 39266667 PMCID: PMC11393316 DOI: 10.1038/s41598-024-72109-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 03/11/2024] [Accepted: 09/03/2024] [Indexed: 09/14/2024] Open
Abstract
The worldwide exploration of the ethanolysis protocol (EP) has decreased despite the multifaceted benefits of ethanol, such as lower toxicity, higher oxygen content, higher renewability, and fewer emission tail compared to methanol, and the enhanced fuel properties with improved engine characteristics of multiple-oily feedstocks (MOFs) compared to single-oily feedstocks. The study first proposed a strategy for the optimisation of ethylic biodiesel synthesis from MOFs: neem, animal fat, and jatropha oil (NFJO) on a batch reactor. The project's goals were to ensure environmental benignity and encourage the use of totally biobased products. This was made possible by the introduction of novel population based algorithms such as Driving Training-Based Optimization (DTBO) and Election-Based Optimization (EBOA), which were compared with the widely used Grey Wolf Optimizer (GWO) combined with Response Surface Methodology (RSM). The yield of NFJO ethyl ester (NFJOEE) was predicted using the RSM technique, and the ideal transesterification conditions were determined using the DTBO, EBOA, and GWO algorithms. Reaction time showed a strong linear relationship with ethylic biodiesel yield, while ethanol-to-NFJO molar ratio, catalyst dosage, and reaction temperature showed nonlinear effects. Reaction time was the most significant contributor to NFJOEE yield.The important fundamental characteristics of the fuel categories were investigated using the ASTM test procedures. The maximum NFJOEE yield (86.3%) was obtained at an ethanol/NFJO molar ratio of 5.99, KOH content of 0.915 wt.%, ethylic duration of 67.43 min, and reaction temperature of 61.55 °C. EBOA outperforms DTBO and GWO regarding iteration and computation time, converging towards a global fitness value equal to 7 for 4 s, 20 for 5 s and 985 for 34 s. The key fuel properties conformed to the standards outlined by ASTMD6751 and EN 14,214 specifications. The NFJOEE fuel processing cost is 0.9328 USD, and is comparatively lesser than that of conventional diesel. The new postulated population based algorithm models can be a prospective approach for enhancing biodiesel production from numerous MOFs and ensuring a balanced ecosystem and fulfilling enviromental benignity when adopted.
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Affiliation(s)
- Olusegun D Samuel
- Department of Mechanical Engineering, Federal University of Petroleum Resources, P.M.B 1221, Effurun, Delta State, Nigeria.
- Department of Mechanical, Bioresources and Biomedical Engineering, Science Campus, University of South Africa, Private Bag X6, Florida, 1709, South Africa.
| | - G C Manjunath Patel
- Department of Mechanical Engineering, PES Institute of Technology and Management, Visvesvaraya Technological University, Shivamogga, 577204, Karnataka, India.
| | - Likewin Thomas
- Department of Artificial Intelligence and Machine Learning, PES Institute of Technology and Management, Visvesvaraya Technological University, Shivamogga, 577204, Karnataka, India
| | - Davannendran Chandran
- Department of Mechanical Engineering, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak, Malaysia
| | - Prabhu Paramasivam
- Department of Research and Innovation, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, 602105, India.
- Department of Mechanical Engineering, College of Engineering and Technology, Mattu University, Mettu, Ethiopia.
| | - Christopher C Enweremadu
- Department of Mechanical, Bioresources and Biomedical Engineering, Science Campus, University of South Africa, Private Bag X6, Florida, 1709, South Africa
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Chatterjee S, Bag S, Biswal D, Sarkar Paria D, Bandyopadhyay R, Sarkar B, Mandal A, Dangar TK. Neem-based products as potential eco-friendly mosquito control agents over conventional eco-toxic chemical pesticides-A review. Acta Trop 2023; 240:106858. [PMID: 36750152 DOI: 10.1016/j.actatropica.2023.106858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/01/2022] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/07/2023]
Abstract
Mosquitoes cause serious health hazards for millions of people across the globe by acting as vectors of deadly communicable diseases like malaria, filariasis, dengue and yellow fever. Use of conventional chemical insecticides to control mosquito vectors has led to the development of biological resistance in them along with adverse environmental consequences. In this light, the recent years have witnessed enormous efforts of researchers to develop eco-friendly and cost-effective alternatives with special emphasis on plant-derived mosquitocidal compounds. Neem oil, derived from neem seeds (Azadirachta indica A. Juss, Meliaceae), has been proved to be an excellent candidate against a wide range of vectors of medical and veterinary importance including mosquitoes. It is environment-friendly, and target-specific at the same time. The active ingredients of neem oil include limonoids like azadirachtin A, nimbin, salannin and numerous other substances that are still waiting to be discovered. Of these, azadirachtin has been shown to be very effective and is mainly responsible for its toxic effects. The quality of the neem oil depends on its azadirachtin content which, in turn, depends on its manufacturing process. Neem oil can be used directly or as nanoemulsions or nanoparticles or even in the form of effervescent tablets. When added to natural breeding habitat waters they exert their mosquitocidal effects by acting as ovicides, larvicides, pupicides and/or oviposition repellents. The effects are generated by impairing the physiological pathways of the immature stages of mosquitoes or directly by causing physical deformities that impede their development. Neem oil when used directly has certain disadvantages mainly related to its disintegration under atmospheric conditions rendering it ineffective. However, many of its formulations have been reported to remain stable under environmental conditions retaining its efficiency for a long time. Similarly, neem seed cake has also been found to be effective against the mosquito vectors. The greatest advantage is that the target species do not develop resistance against neem-based products mainly because of the innumerable number of chemicals present in neem and their combinations. This makes neem-based products highly potential yet unexplored candidates of mosquito control agents. The current review helps to elucidate the roles of neem oil and its various derivatives on mosquito vectors of public health concern.
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Affiliation(s)
- Soumendranath Chatterjee
- Parasitology and Microbiology Research Laboratory, Department of Zoology, The University of Burdwan, Burdwan 713104, West Bengal, India.
| | - Souvik Bag
- Parasitology and Microbiology Research Laboratory, Department of Zoology, The University of Burdwan, Burdwan 713104, West Bengal, India
| | - Debraj Biswal
- Department of Zoology, Government General Degree College at Mangalkote, Burdwan 713132, West Bengal, India
| | | | | | - Basanta Sarkar
- Parasitology and Microbiology Research Laboratory, Department of Zoology, The University of Burdwan, Burdwan 713104, West Bengal, India
| | - Abhijit Mandal
- Parasitology and Microbiology Research Laboratory, Department of Zoology, The University of Burdwan, Burdwan 713104, West Bengal, India
| | - Tushar Kanti Dangar
- Microbiology Laboratory, Division of Crop Production, National Rice Research Institute, Cuttack 753006, Odisha, India
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Mossa ATH, Mohamed RI, Mohafrash SM. Development of a ‘green’ nanoformulation of neem oil-based nanoemulsion for controlling mosquitoes in the sustainable ecosystem. BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY 2022. [DOI: 10.1016/j.bcab.2022.102541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/11/2022]
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Kovendan K, Chandramohan B, Govindarajan M, Jebanesan A, Kamalakannan S, Vincent S, Benelli G. Orchids as Sources of Novel Nanoinsecticides? Efficacy of Bacillus sphaericus and Zeuxine gracilis-Fabricated Silver Nanoparticles Against Dengue, Malaria and Filariasis Mosquito Vectors. J CLUST SCI 2018. [DOI: 10.1007/s10876-018-1331-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 12/22/2022]
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Campos EVR, de Oliveira JL, Pascoli M, de Lima R, Fraceto LF. Neem Oil and Crop Protection: From Now to the Future. FRONTIERS IN PLANT SCIENCE 2016; 7:1494. [PMID: 27790224 PMCID: PMC5061770 DOI: 10.3389/fpls.2016.01494] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 06/28/2016] [Accepted: 09/20/2016] [Indexed: 05/27/2023]
Abstract
A major challenge of agriculture is to increase food production to meet the needs of the growing world population, without damaging the environment. In current agricultural practices, the control of pests is often accomplished by means of the excessive use of agrochemicals, which can result in environmental pollution and the development of resistant pests. In this context, biopesticides can offer a better alternative to synthetic pesticides, enabling safer control of pest populations. However, limitations of biopesticides, including short shelf life, photosensitivity, and volatilization, make it difficult to use them on a large scale. Here, we review the potential use of neem oil in crop protection, considering the gaps and obstacles associated with the development of sustainable agriculture in the not too distant future.
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Affiliation(s)
- Estefânia V. R. Campos
- Department of Environmental Engineering, São Paulo State UniversitySorocaba, Brazil
- Department of Biochemistry, Institute of Biology, State University of CampinasCampinas, Brazil
| | | | - Mônica Pascoli
- Department of Environmental Engineering, São Paulo State UniversitySorocaba, Brazil
| | - Renata de Lima
- Department of Biotechnology, University of SorocabaSorocaba, Brazil
| | - Leonardo F. Fraceto
- Department of Environmental Engineering, São Paulo State UniversitySorocaba, Brazil
- Department of Biochemistry, Institute of Biology, State University of CampinasCampinas, Brazil
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Benelli G, Chandramohan B, Murugan K, Madhiyazhagan P, Kovendan K, Panneerselvam C, Dinesh D, Govindarajan M, Higuchi A, Toniolo C, Canale A, Nicoletti M. Neem cake as a promising larvicide and adulticide against the rural malaria vector Anopheles culicifacies (Diptera: Culicidae): a HPTLC fingerprinting approach. Nat Prod Res 2016; 31:1185-1190. [PMID: 27552943 DOI: 10.1080/14786419.2016.1222390] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 01/12/2023]
Abstract
Mosquitoes are insects of huge public health importance, since they act as vectors for important pathogens and parasites. Here, we focused on the possibility of using the neem cake in the fight against mosquito vectors. The neem cake chemical composition significantly changes among producers, as evidenced by our HPTLC (High performance thin layer chromatography) analyses of different marketed products. Neem cake extracts were tested to evaluate the ovicidal, larvicidal and adulticidal activity against the rural malaria vector Anopheles culicifacies. Ovicidal activity of both types of extracts was statistically significant, and 150 ppm completely inhibited egg hatching. LC50 values were extremely low against fourth instar larvae, ranging from 1.321 (NM1) to 1.818 ppm (NA2). Adulticidal activity was also high, with LC50 ranging from 3.015 (NM1) to 3.637 ppm (NM2). This study pointed out the utility of neem cake as a source of eco-friendly mosquitocides in Anopheline vector control programmes.
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Affiliation(s)
- Giovanni Benelli
- a Insect Behaviour Group, Department of Agriculture, Food and Environment , University of Pisa , Pisa , Italy
| | - Balamurugan Chandramohan
- b Division of Entomology, Department of Zoology, School of Life Sciences , Bharathiar University , Coimbatore , India
| | - Kadarkarai Murugan
- b Division of Entomology, Department of Zoology, School of Life Sciences , Bharathiar University , Coimbatore , India.,c Department of Biotechnology , Thiruvalluvar University , Vellore , India
| | - Pari Madhiyazhagan
- b Division of Entomology, Department of Zoology, School of Life Sciences , Bharathiar University , Coimbatore , India
| | - Kalimuthu Kovendan
- b Division of Entomology, Department of Zoology, School of Life Sciences , Bharathiar University , Coimbatore , India
| | | | - Devakumar Dinesh
- b Division of Entomology, Department of Zoology, School of Life Sciences , Bharathiar University , Coimbatore , India
| | | | - Akon Higuchi
- f Department of Chemical and Materials Engineering , National Central University , Jhongli , Taiwan
| | - Chiara Toniolo
- g Department of Environmental Biology , Sapienza University of Rome , Rome , Italy
| | - Angelo Canale
- a Insect Behaviour Group, Department of Agriculture, Food and Environment , University of Pisa , Pisa , Italy
| | - Marcello Nicoletti
- g Department of Environmental Biology , Sapienza University of Rome , Rome , Italy
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Benelli G, Canale A, Toniolo C, Higuchi A, Murugan K, Pavela R, Nicoletti M. Neem (Azadirachta indica): towards the ideal insecticide? Nat Prod Res 2016; 31:369-386. [DOI: 10.1080/14786419.2016.1214834] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 12/13/2022]
Affiliation(s)
- Giovanni Benelli
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
- The BioRobotics Institute, Sant’Anna School of Advanced Studies, Pontedera, Italy
| | - Angelo Canale
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Chiara Toniolo
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Akon Higuchi
- Department of Chemical and Materials Engineering, National Central University, Jhongli, Taiwan
| | - Kadarkarai Murugan
- Department of Zoology, School of Life Sciences, Bharathiar University, Coimbatore, India
- Department of Biotechnology, Thiruvalluvar University, Vellore, India
| | | | - Marcello Nicoletti
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
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