Abstract
Natural cellulose owing to its remarkable microstructural and physiochemical behaviour, and its eco-friendliness have attracted significant interest among the researchers. Therefore, in this work, microcrystalline cellulose (MCC) is extracted from the Musa paradisiaca plant leaf (MPPL) debris which is accumulated in large quantity and treated as waste material. The purified micro-cellulose is obtained by subjecting the MPPL raw material to alkali treatment followed by acid hydrolysis, bleaching and slow pyrolysis. From the FT-IR spectra of the cleaned cellulose, it is observed that its amorphous phase is eliminated. The crystallinity index is found to be 87.42% and this value is attributed to the sodium chlorite bleaching. The particle size analyzer results show that the micro-cellulose found to have a bimodal distribution with an average size of 35.97 μm and standard deviation 16.53. It is evident from SEM that the microcrystalline cellulose is of semi-spherical in shape and found to be aggregated with uneven distribution. Further, TGA analysis is carried out in this work and the results show that the microcrystalline cellulose can exhibit high heat resistance up to 297 °C. Surface roughness values (Ra) for MPPL MCC is 58.41 μm. The properties are well suited for futuristic polymer composite applications such as filler addition in biofilm for packaging industries and coating material in pharma industries.
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References
Amjad A, Anjang A, Abidin MSZ (2022) Effect of nanofiller concentration on the density and void content of natural fiber-reinforced epoxy composites. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-02839-w
Mahalingam J (2022) Mechanical, thermal, and water absorption properties of hybrid short coconut tree primary flower leaf stalk fiber/glass fiber-reinforced unsaturated polyester composites for biomedical applications. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-02958-4
Sabarinathan P, Annamalai VE, Rajkumar K et al (2022) Synthesis and characterization of randomly oriented silane-grafted novel bio-cellulosic fish tail palm fiber–reinforced vinyl ester composite. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-02459-4
Rantheesh J, Indran S, Raja S et al (2022) Isolation and characterization of novel micro cellulose from Azadirachta indica A. Juss agro industrial residual waste oil cake for futuristic applications. Biomass Convers Biorefin 1:19–21. https://doi.org/10.1007/s13399-022-03467-0
Sundaram RS, Rajamoni R, Suyambulingam I, Isaac R (2021) Comprehensive characterization of industrially discarded cymbopogon flexuosus stem fiber reinforced unsaturated polyester composites: effect of fiber length and weight fraction. J Nat Fibers 00:1–16. https://doi.org/10.1080/15440478.2021.1944435
Jagadeesan R, Suyambulingam I, Somasundaram R et al (2023) Isolation and characterization of novel microcellulose from Sesamum indicum agro-industrial residual waste oil cake: conversion of biowaste to wealth approach. Biomass Convers Biorefinery 2023 1:1–15. https://doi.org/10.1007/S13399-022-03690-9
Tkachenko T, Sheludko Y, Yevdokymenko V et al (2022) Physico-chemical properties of flax microcrystalline cellulose. ApNan 12:1007–1020. https://doi.org/10.1007/S13204-021-01819-2
Diarsa M, Gupte A (2021) Preparation, characterization and its potential applications in Isoniazid drug delivery of porous microcrystalline cellulose from banana pseudostem fibers. 3 Biotech 11:1–13. https://doi.org/10.1007/S13205-021-02838-0/TABLES/4
Ibrahim RA (2015) Tribological performance of polyester composites reinforced by agricultural wastes. Tribol Int 90:463–466. https://doi.org/10.1016/j.triboint.2015.04.042
Divya D, Gopinath LR, Indran S et al (2015) Coden: IJPAJX-CAS-USA, Copyrights @ 2015 ISSN-2231-4490. Enhancement of biogas production through sustainable feedstock utilization by co-digestion. Department of Biotechnology, Vivekanandha College of Arts and Sciences for Women, Tiruchengode, Deprtme. IJPAES 5:88–95
Indran S, Divya D, Rangappa SM et al (2021) Perspectives of anaerobic decomposition of biomass for sustainable biogas production: a review. E3S Web Conf 302:01015. https://doi.org/10.1051/e3sconf/202130201015
Iyyadurai J, Gandhi VCS, Suyambulingam I, Rajeshkumar G (2021) Sustainable development of Cissus quadrangularis stem fiber/epoxy composite on abrasive wear rate. J Nat Fibers 00:1–13. https://doi.org/10.1080/15440478.2021.1982819
Ibrahim I, Al-Obaidi Y, Hussin S (2015) Removal of methylene blue using cellulose nanocrystal synthesized from cotton by ultrasonic technique. Am Chem Sci J 9:1–7. https://doi.org/10.9734/ACSJ/2015/20031
Thielemans K, De Bondt Y, Van den Bosch S et al (2022) Decreasing the degree of polymerization of microcrystalline cellulose by mechanical impact and acid hydrolysis. Carbohydr Polym 294:119764. https://doi.org/10.1016/J.CARBPOL.2022.119764
Arul Marcel Moshi A, Ravindran D, Sundara Bharathi SR et al (2020) Characterization of natural cellulosic fiber extracted from Grewia damine flowering plant’s stem. Int J Biol Macromol 164:1246–1255
Gonçalves de Moura I, Vasconcelos de Sá A, Lemos Machado Abreu AS, Alves Machado AV (2017) Bioplastics from agro-wastes for food packaging applications. Elsevier Inc.
Diarsa M, Gupte A (2021) Preparation, characterization and its potential applications in Isoniazid drug delivery of porous microcrystalline cellulose from banana pseudostem fibers. 3 Biotech 11:1–13. https://doi.org/10.1007/s13205-021-02838-0
Shafqat A, Al-Zaqri N, Tahir A, Alsalme A (2021) Synthesis and characterization of starch based bioplatics using varying plant-based ingredients, plasticizers and natural fillers. Saudi J Biol Sci 28:1739–1749. https://doi.org/10.1016/j.sjbs.2020.12.015
Baruah J, Bardhan P, Mukherjee AK et al (2022) Integrated pretreatment of banana agrowastes: structural characterization and enhancement of enzymatic hydrolysis of cellulose obtained from banana peduncle. Int J Biol Macromol 201:298–307. https://doi.org/10.1016/j.ijbiomac.2021.12.179
Padam BS, Tin HS, Chye FY, Abdullah MI (2014) Banana by-products: an under-utilized renewable food biomass with great potential. J Food Sci Technol 51:3527–3545. https://doi.org/10.1007/s13197-012-0861-2
Subash M, Perumalsamy M (2022) Green degumming of banana pseudostem fibers for yarn manufacturing in textile industries. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-02850-1
Buendia-Kandia F, Brosse N, Petitjean D et al (2020) Hydrothermal conversion of wood, organosolv, and chlorite pulps. Biomass Convers Biorefin 10:1–13. https://doi.org/10.1007/s13399-019-00395-4
Corsello FA, Bolla PA, Anbinder PS et al (2017) Morphology and properties of neutralized chitosan-cellulose nanocrystals biocomposite films. Carbohydr Polym 156:452–459
Sangian HF, Maneking E, Tongkukut SHJ et al (2021) Study of SEM, XRD, TGA, and DSC of Cassava Bioplastics catalyzed by ethanol. IOP Conf Ser Mater Sci Eng 1115:012052. https://doi.org/10.1088/1757-899x/1115/1/012052
van der Wal H, Sperber BLHM, Houweling-Tan B et al (2013) Production of acetone, butanol, and ethanol from biomass of the green seaweed Ulva lactuca. Bioresour Technol 128:431–437. https://doi.org/10.1016/j.biortech.2012.10.094
Ganguly P, Sengupta S, Das P, Bhowal A (2020) Valorization of food waste: extraction of cellulose, lignin and their application in energy use and water treatment. Fuel 280:118581. https://doi.org/10.1016/j.fuel.2020.118581
Ibrahim MM, El-Zawawy WK, Jüttke Y et al (2013) Cellulose and microcrystalline cellulose from rice straw and banana plant waste: preparation and characterization. Cellulose 20:2403–2416. https://doi.org/10.1007/s10570-013-9992-5
Babu BG, Princewinston D, Saravanakumar SS et al (2022) Investigation on the physicochemical and mechanical properties of novel alkali-treated phaseolus vulgaris fibers. J Nat Fibers 19:770–781. https://doi.org/10.1080/15440478.2020.1761930
Sundaram RS, Rajamoni R, Suyambulingam I, Isaac R (2021) Comprehensive characterization of industrially discarded cymbopogon flexuosus stem fiber reinforced unsaturated polyester composites: effect of fiber length and weight fraction. J Nat Fibers 00:1–16. https://doi.org/10.1080/15440478.2021.1944435
Segal, Creely JJ, Conrad M (1958) Empirical method for estimating the degree of crystallinity of native cellulose using the X-Ray diffractometer. Text Res J 29:786–794
Scherrer P (1918) Bestimmung Der Größe Und Der Inneren Struktur Von Kolloidteilchen mittels Röntgenstrahlen. Nachrichten Von Der Gesellschaft Der Wissenschaften zu Göttingen. Mathematisch-Physikalische Klasse 98–100
Pulikkalparambil H, Kumar MS, Babu A et al (2023) Effect of graphite fillers on woven bamboo fiber reinforced epoxy hybrid composites for semistructural applications: fabrication and characterization. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-023-03811-y
Bettaieb F, Khiari R, Dufresne A et al (2015) Mechanical and thermal properties of Posidonia oceanica cellulose nanocrystal reinforced polymer. Carbohydr Polym 123:99–104. https://doi.org/10.1016/j.carbpol.2015.01.026
Rangappa AV, Srisuk SM et al (2023) Agro-waste Capsicum Annum stem: an alternative raw material for lightweight composites. Ind Crops Prod 193:116141. https://doi.org/10.1016/j.indcrop.2022.116141
Beroual M, Boumaza L, Mehelli O et al (2021) Physicochemical properties and thermal stability of microcrystalline cellulose isolated from esparto grass using different delignification approaches. J Polym Environ 29:130–142. https://doi.org/10.1007/s10924-020-01858-w
Mandal BK, Mandal R, Limbu D et al (2022) Green synthesis of AgCl nanoparticles using Calotropis gigantea: characterization and their enhanced antibacterial activities. Chem Phys Lett 801:139699. https://doi.org/10.1016/j.cplett.2022.139699
Iyyadurai J, Sahayaraj F, Tamilselvan A, Srinivasan M (2023) Experimental investigation on mechanical, thermal, viscoelastic, water absorption, and biodegradability behavior of Sansevieria ehrenbergii fiber reinforced novel polymeric composite with the addition of coconut shell ash powder. J Inorg Organomet Polym Mater. https://doi.org/10.1007/s10904-023-02537-8
Jenish I, Gandhi VCS, Raj RE et al (2022) A new study on tribological performance of cissus quadrangularis stem fiber/epoxy with red mud filler composite. J Nat Fibers 19:3502–3516. https://doi.org/10.1080/15440478.2020.1848709
Tavakolian M, Jafari SM, van de Ven TGM (2020) A review on surface-functionalized cellulosic nanostructures as biocompatible antibacterial materials. Nanomicro Lett. https://doi.org/10.1007/s40820-020-0408-4
He X, Lu W, Sun C et al (2021) Cellulose and cellulose derivatives: different colloidal states and food-related applications. Carbohydr Polym 255:117334. https://doi.org/10.1016/j.carbpol.2020.117334
Reddy KO, Maheswari CU, Dhlamini MS et al (2018) Extraction and characterization of cellulose single fibers from native African napier grass. Carbohydr Polym 188:85–91. https://doi.org/10.1016/j.carbpol.2018.01.110
Sainorudin MH, Mohammad M, Kadir NHA et al (2018) Characterization of several microcrystalline cellulose (Mcc)-based agricultural wastes via x-ray diffraction method. Solid State Phenom 280 SSP:340–345. https://doi.org/10.4028/www.scientific.net/SSP.280.340
Swati, Sehwag S, Das M (2015) A brief overview: present status on utilization of mustard oil and cake. Indian J Tradit Knowl 14:244–250
Xu L, Wang A, Li S et al (2022) Biomass residue cellulose-based poly(ionic liquid)s: new materials with selective metal ion adsorption. Biomass Convers Biorefin 12:3933–3942. https://doi.org/10.1007/s13399-020-00889-6
Rashid S, Dutta H (2020) Characterization of nanocellulose extracted from short, medium and long grain rice husks. Ind Crops Prod. https://doi.org/10.1016/j.indcrop.2020.112627
Abu-Thabit NY, Judeh AA, Hakeem AS et al (2020) Isolation and characterization of microcrystalline cellulose from date seeds (Phoenix dactylifera L). Int J Biol Macromol 155:730–739. https://doi.org/10.1016/j.ijbiomac.2020.03.255
Tarchoun AF, Trache D, Klapötke TM (2019) Microcrystalline cellulose from Posidonia oceanica brown algae: extraction and characterization. Int J Biol Macromol 138:837–845. https://doi.org/10.1016/j.ijbiomac.2019.07.176
Sunesh NP, Indran S, Divya D, Suchart S (2022) Isolation and characterization of novel agrowaste-based cellulosic micro fillers from Borassus flabellifer flower for polymer composite reinforcement. Polym Compos 43:6476–6488. https://doi.org/10.1002/pc.26960
Sumesh KR, Kavimani V, Rajeshkumar G et al (2022) Mechanical, water absorption and wear characteristics of novel polymeric composites: impact of hybrid natural fibers and oil cake filler addition. J Ind Text 51:5910S-5937S
Hassan AA, Abbas A, Rasheed T et al (2019) Development, influencing parameters and interactions of bioplasticizers: an environmentally friendlier alternative to petro industry-based sources. Sci Total Environ 682:394–404. https://doi.org/10.1016/j.scitotenv.2019.05.140
Nagarajan KJ, Balaji AN, Basha KS et al (2020) Effect of agro waste α-cellulosic micro filler on mechanical and thermal behavior of epoxy composites. Int J Biol Macromol 152:327–339. https://doi.org/10.1016/j.ijbiomac.2020.02.255
Uma Maheswari C, Obi Reddy K, Muzenda E et al (2012) Extraction and characterization of cellulose microfibrils from agricultural residue - Cocos nucifera L. Biomass Bioenergy 46:555–563. https://doi.org/10.1016/j.biombioe.2012.06.039
Harini K, Chandra Mohan C (2020) Isolation and characterization of micro and nanocrystalline cellulose fibers from the walnut shell, corncob and sugarcane bagasse. Int J Biol Macromol 163:1375–1383. https://doi.org/10.1016/j.ijbiomac.2020.07.239
Kalpana VP, Perarasu VT (2020) Analysis on cellulose extraction from hybrid biomass for improved crystallinity. J Mol Struct 1217:128350. https://doi.org/10.1016/j.molstruc.2020.128350
Ibrahim HM, Zaghloul S, Hashem M, El-Shafei A (2021) A green approach to improve the antibacterial properties of cellulose based fabrics using Moringa oleifera extract in presence of silver nanoparticles. Cellulose 28:549–564. https://doi.org/10.1007/s10570-020-03518-7
El-Sakhawy M, Hassan ML (2007) Physical and mechanical properties of microcrystalline cellulose prepared from agricultural residues. Carbohydr Polym 67:1–10. https://doi.org/10.1016/j.carbpol.2006.04.009
Motaung TE, Mtibe A (2015) Alkali treatment and cellulose nanowhiskers extracted from maize stalk residues. Mater Sci Appl 06:1022–1032. https://doi.org/10.4236/msa.2015.611102
Nandi P, Das D (2022) Mechanical, thermo-mechanical and biodegradation behaviors of green-composites prepared from woven structural nettle (Girardinia diversifolia) reinforcement and poly(lactic acid) fibers. Ind Crops Prod 175:114247. https://doi.org/10.1016/j.indcrop.2021.114247
Kian LK, Saba N, Jawaid M, Sultan MTH (2019) A review on processing techniques of bast fibers nanocellulose and its polylactic acid (PLA) nanocomposites. Int J Biol Macromol 121:1314–1328. https://doi.org/10.1016/j.ijbiomac.2018.09.040
Gupta US, Tiwari S (2022) Mechanical and surface characterization of sisal fibers after cold glow discharge argon plasma treatment. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-03247-w
Ren H, Shen J, Pei J et al (2019) Characteristic microcrystalline cellulose extracted by combined acid and enzyme hydrolysis of sweet sorghum. Cellulose 26:8367–8381. https://doi.org/10.1007/s10570-019-02712-6
Collazo-Bigliardi S, Ortega-Toro R, Chiralt A (2019) Using lignocellulosic fractions of coffee husk to improve properties of compatibilised starch-PLA blend films. Food Packag Shelf Life 22:100423. https://doi.org/10.1016/j.fpsl.2019.100423
Shafqat A, Al-Zaqri N, Tahir A, Alsalme A (2021) Synthesis and characterization of starch based bioplatics using varying plant-based ingredients, plasticizers and natural fillers. Saudi J Biol Sci 28:1739–1749
Sourkouni G, Kalogirou C, Moritz P et al (2021) Study on the influence of advanced treatment processes on the surface properties of polylactic acid for a bio-based circular economy for plastics. Ultrason Sonochem 76:105627. https://doi.org/10.1016/j.ultsonch.2021.105627
Yaradoddi JS, Banapurmath NR, Ganachari SV et al (2021) Bio-based material from fruit waste of orange peel for industrial applications. J Mater Res Technol 17:3186–3197. https://doi.org/10.1016/j.jmrt.2021.09.016
Singh JK, Rout AK (2022) Characterization of raw and alkali-treated cellulosic fibers extracted from Borassus flabellifer L. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-03238-x
Manikandan KM, Yelilarasi A, Senthamaraikannan P et al (2019) A green-nanocomposite film based on poly(vinyl alcohol)/ Eleusine coracana: structural, thermal, and morphological properties. Int J Polym Anal Charact 24:257–265. https://doi.org/10.1080/1023666X.2019.1567087
Tengsuthiwat J, Vinod A, Srisuk R et al (2022) Thermo-mechanical characterization of new natural cellulose fiber from Zmioculus Zamiifolia. J Polym Environ 30:1391–1406. https://doi.org/10.1007/s10924-021-02284-2
Mohan SJ, Devasahayam PSS, Suyambulingam I, Siengchin S (2022) Suitability characterization of novel cellulosic plant fiber from Ficus benjamina L. aerial root for a potential polymeric composite reinforcement. Polym Compos 43(12):9012–9026
Mandal A, Chakrabarty D (2011) Isolation of nanocellulose from waste sugarcane bagasse (SCB) and its characterization. Carbohydr Polym 86:1291–1299. https://doi.org/10.1016/j.carbpol.2011.06.030
Mazuki NF, Nagao Y, Kufian MZ, Samsudin AS (2020) The influences of PLA into PMMA on crystallinity and thermal properties enhancement-based hybrid polymer in gel properties. Mater Today Proc 49:3105–3111. https://doi.org/10.1016/j.matpr.2020.11.037
Thiangtham S, Runt J, Saito N, Manuspiya H (2020) Fabrication of biocomposite membrane with microcrystalline cellulose (MCC) extracted from sugarcane bagasse by phase inversion method. Cellulose 27:1367–1384. https://doi.org/10.1007/s10570-019-02866-3
Li M, He B, Zhao L (2019) Isolation and characterization of microcrystalline cellulose from Cotton Stalk Waste. BioResources 14:3231–3246. https://doi.org/10.15376/biores.14.2.3231-3246
Jahan MS, Saeed A, He Z, Ni Y (2011) Jute as raw material for the preparation of microcrystalline cellulose. Cellulose 18:451–459. https://doi.org/10.1007/s10570-010-9481-z
Ganesh Babu A, Saravanakumar SS (2022) Mechanical and physicochemical properties of green bio-films from poly(vinyl alcohol)/ nano rice hull fillers. Polym Bull 79:5365–5387. https://doi.org/10.1007/s00289-021-03757-z
Adel AM, Abd El-Wahab ZH, Ibrahim AA, Al-Shemy MT (2011) Characterization of microcrystalline cellulose prepared from lignocellulosic materials. Part II: physicochemical properties. Carbohydr Polym 83:676–687. https://doi.org/10.1016/j.carbpol.2010.08.039
Baruah J, Deka RC, Kalita E (2020) Greener production of microcrystalline cellulose (MCC) from Saccharum spontaneum (Kans grass): statistical optimization. Int J Biol Macromol 154:672–682
Sunesh NP, Indran S, Divya D, Suchart S (2022) Isolation and characterization of novel agrowaste-based cellulosic micro fillers from Borassus flabellifer flower for polymer composite reinforcement. Polym Compos 43:6476–6488
Doh H, Dunno KD, Whiteside WS (2020) Preparation of novel seaweed nanocomposite film from brown seaweeds Laminaria Japonica and Sargassum natans. Food Hydrocoll 105:105744. https://doi.org/10.1016/j.foodhyd.2020.105744
Wu J, Zhu W, Shi X et al (2020) Acid-free preparation and characterization of kelp (Laminaria Japonica) nanocelluloses and their application in Pickering emulsions. Carbohydr Polym 236:115999. https://doi.org/10.1016/j.carbpol.2020.115999
Mondal K, Sakurai S, Okahisa Y et al (2021) Effect of cellulose nanocrystals derived from Dunaliella tertiolecta marine green algae residue on crystallization behaviour of poly(lactic acid). Carbohydr Polym 261:117881. https://doi.org/10.1016/j.carbpol.2021.117881
ArunRamnath R, Murugan S, Sanjay MR et al (2022) Characterization of novel natural cellulosic fibers from Abutilon Indicum for potential reinforcement in polymer composites. Polym Compos. https://doi.org/10.1002/pc.27100
Vijay R, Vinod A, Lenin Singaravelu D et al (2021) Characterization of chemical treated and untreated natural fibers from Pennisetum orientale grass- a potential reinforcement for lightweight polymeric applications. Int J Lightweight Mater Manuf 4:43–49. https://doi.org/10.1016/j.ijlmm.2020.06.008
Jawaid M, Kian LK, Alamery S et al (2022) Development and characterization of fire retardant nanofiller from date palm biomass. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-022-03226-1
Lakshmikandan M, Murugesan AG, Wang S, El-Fatah Abomohra A (2021) Optimization of acid hydrolysis on the green seaweed Valoniopsis pachynema and approach towards mixotrophic microalgal biomass and lipid production. Renew Energy 164:1052–1061. https://doi.org/10.1016/j.renene.2020.10.062
Weinstein JE, Dekle JL, Leads RR, Hunter RA (2020) Degradation of bio-based and biodegradable plastics in a salt marsh habitat: another potential source of microplastics in coastal waters. Mar Pollut Bull 160:111518. https://doi.org/10.1016/j.marpolbul.2020.111518
Hu R, Zhao H, Xu X et al (2021) Bacteria-driven phthalic acid ester biodegradation: current status and emerging opportunities. Environ Int 154:106560. https://doi.org/10.1016/j.envint.2021.106560
Elanthikkal S, Gopalakrishnapanicker U, Varghese S, Guthrie JT (2010) Cellulose microfibres produced from banana plant wastes: isolation and characterization. Carbohydr Polym 80:852–859. https://doi.org/10.1016/j.carbpol.2009.12.043
Yağmur HK, Kaya İ (2021) Synthesis and characterization of poly(urethane)/silver composites via in situ polymerization. Polym Compos 42:2704–2716. https://doi.org/10.1002/pc.26006
Rasheed M, Jawaid M, Karim Z, Abdullah LC (2020) Morphological, physiochemical and thermal properties of Microcrystalline Cellulose (MCC) extracted from bamboo fiber. Molecules 25:2824. https://doi.org/10.3390/molecules25122824
Frei M, Kruis FE (2020) Image-based size analysis of agglomerated and partially sintered particles via convolutional neural networks. Powder Technol 360:324–336. https://doi.org/10.1016/j.powtec.2019.10.020
Vandel E, Vaasma T, Sugita S (2020) Application of image analysis technique for measurement of sand grains in sediments. MethodsX 7:100981. https://doi.org/10.1016/j.mex.2020.100981
Fischer WJ, Mayr M, Spirk S et al (2017) Pulp fines-characterization, sheet formation, and comparison to microfibrillated cellulose. Polym (Basel). https://doi.org/10.3390/polym9080366
Boga C, Koroglu T (2021) Proper estimation of surface roughness using hybrid intelligence based on artificial neural network and genetic algorithm. J Manuf Process 70:560–569. https://doi.org/10.1016/j.jmapro.2021.08.062
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M. Indra Reddy: Conducted the experimental works and reported the primary results and written original manuscript. Prabhu Sethuramalingam: Planned the whole work, supervised, and corrected the main manuscript text. Ranjeet Kumar Sahu: Corrected the technical content in the manuscript. All authors reviewed the manuscript.
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Reddy, M.I., Sethuramalingam, P. & Sahu, R.K. Isolation of microcrystalline cellulose from Musa paradisiaca (banana) plant leaves: physicochemical, thermal, morphological, and mechanical characterization for lightweight polymer composite applications. J Polym Res 31, 114 (2024). https://doi.org/10.1007/s10965-024-03969-7
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DOI: https://doi.org/10.1007/s10965-024-03969-7