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Alkali treatment of natural fibers will improve the mechanical, chemical, and thermal characteristics of natural fiber reinforced epoxy composites. The influence of alkali treatment on the improvement of mechanical strength of natural fiber reinforced epoxy composites depends on the selection of process parameters of the treatment. In this work, the optimization of four key process parameters for alkali treatment of kenaf fiber has been studied using orthogonal array-oriented fractional factorial experimental design. The concentration of sodium hydroxide solution, process temperature, time, and fiber to solution weight ratio were the four chosen parameters and the tensile strength of the composite sample fabricated with treated kenaf fiber and epoxy resin was taken as output response. The hand layup method was used to fabricate the composite materials, and specimens were prepared for the tensile test. All samples were fabricated by ensuring the fiber weight ratio of 40%. Five samples were prepared at each experiment category, and mean values were taken for analysis. The results revealed that 6% NaOH solution, 30°C process temperature, 8 hours process time, and 1:15 fiber to solution weight ratio are identified as optimum process parameters for a tensile strength of 58.16 MPa.

Drilling operation of fiber reinforced polymeric (FRP) composites is significantly dissimilar from conventional drilling operation of metals; hence, identification of optimum drilling process parameters for FRP composites has become mandatory. In this work, drilling parameter optimization for banana fiber reinforced Vajram mixed phenolic resin composite has been carried out using Taguchi method. Three drilling input parameters such as point angle, spindle speed, and feed rate were optimized for two output responses, namely, thrust force and torque. Two composite samples were fabricated with 5% NaOH-treated banana fiber at 30% fiber volume ratio; sample 1 with 100% phenolic resin and sample 2 with 80% Vajram + 20% phenolic resin. Signal-to-noise ratios for all the output responses were calculated, and other statistical analysis were carried out. Highly contributing factor for sample 1 thrust force was point angle with 64.34% contribution and for torque was feed rate with 28.43% contribution. Highly contributing factor for sample 2 thrust force and torque was point angle with 60.47% and 41.37%, respectively. The residuals are fall on near straight line which ensures the normal distribution of errors; hence, no abnormality was noted on any analysis.

In Today’s world social network play a vital role and provides relevant information on user opinion. This paper presents emotional health monitoring system to detect stress and the user mood. Depending on results the system will send happy, calm, relaxing or motivational messages to users with phycological disturbance. It also sends warning messages to authorized persons in case a depression disturbance is detected by monitoring system. This detection of sentence is performed through convolution neural network (CNN) and bi-directional long-term memory (BLSTM). This method reaches accuracy of 0.80 to detect depressed and stress users and also system consumes low memory, process and energy. We can do the future work of this project by also including the sarcastic sentences in the dataset. We can also predict the sarcastic data with the proposed algorithm

An experimental investigation was conducted to identify the optimum fiber content and the effect of fiber alkaline treatment on kenaf fiber reinforced epoxy composites and reported in this article. The entire research work was carried out in two phases. In first phase, kenaf fiber reinforced epoxy composites with fiber weight fractions 20%, 30%, 40%, and 50% (on the total weight of composites) of raw untreated fibers were fabricated using hand layup followed by compression molding to identify the optimum fiber content. The prepared specimens were tested for tensile, flexural and impact properties as per corresponding ASTM standards. In the second phase the optimal fiber weight fraction was chosen to identify the effect of chemical treatment of kenaf fiber mats with NaOH and KOH solutions on mechanical properties. Based on the test results the optimum fiber content was identified as 40% with 45.98 MPa, 40.50 MPa, and 13.26 kJ/m2 as tensile, flexural and impact strength respectively; and 6% NaOH treatment recorded highest mechanical properties of composite such as 58.34 MPa in tensile, 55.34 MPa in flexural and 16.69 kJ/m2 in impact strengths respectively. Also 6% NaOH treatment shown 26.88%, 37.28%, and 25.87% improvement on tensile, flexural, and impact strengths respectively. [ABSTRACT FROM AUTHOR]

In the present study, a total of 17 morphologically different gut-associated bacteria were isolated from four species of estuarine polychaetes: polychaetes Capitella capitata, Scalibregma inflatum, Dendronereis aesturiana, and Namalycastis abiuma. The isolated strains were evaluated for their probiotic activities, such as digestive enzymes including protease, amylase, and lipase, and antimicrobial activities by the agar well diffusion method against fish pathogens. Based on their better enzymatic and antibacterial activities, two bacterial strains, CMST Poly1 and CMST Poly2, were selected for further probiotic studies. Based on the biochemical and morphological characterization, both probiotic strains were characterized as Gram-positive, rod-shaped, non-motile, non-spore-forming, homofermentative, absence of catalyzing enzymes and notable proteolytic activity, and susceptibility to various antibiotics. Further, these two strains were confirmed by 16S rRNA gene sequence analysis as Bacillus subtilis CMST Poly1 and Priestia megaterium CMST Poly2. Our results revealed that strains Bacillus subtilis CMST Poly1 and Priestia megaterium CMST Poly2 can potentially be used as probiotic strains in aquaculture applications.

The objective of this study is to create high-performance nano biocomposites by utilizing unsaturated polyester resin (PE) reinforced with pre-treated short (2 cm) lengthened sunn hemp (SH) fibers and by incorporating 5 % nanoclay (hydrophilic bentonite) through the compression molding technique. The addition of 5 % nanoclay to the biocomposite significantly increased the flexural strength by approximately 165 % for H 2 O 2 -treated SH fiber and 148 % for KMnO 4 -treated SH fiber, when compared to untreated fibers. This enhancement was achieved through phase separation, intercalation, and exfoliation between the SH fibers, polyester resin (PE), and 5 % nanoclay. In particular, the H 2 O 2 -treated SH fiber nanobiocomposite exhibited a 43 % higher flexural strength compared to its corresponding biocomposite. The incorporation of nanoclay significantly decreased the water absorption of the bio-composites from 11.86 % in the untreated samples to a minimum of 2.76 % in the H 2 O 2 -treated SH/PE nanobiocomposite. The study suggests that short SH fiber/PE/nanoclay nanobiocomposites could be used as effective alternatives to synthetic composites in various applications, including the aerospace industry, household products, and automotive interior components such as side panels, seat frames, and central consoles. Additionally, they could be utilized in exterior parts like door panels and dashboards., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)

Uterine leiomyosarcomas are malignant tumors that have a grim prognosis. These neoplasms have a high metastatic potential. Limited literature exists on leiomyosarcoma metastasizing to the thyroid. This case emphasizes the importance of considering metastasis as a possible cause for thyroid swelling in patients with a history of malignancy., Competing Interests: Conflict of interestThe authors declare that they have no conflict of interest., (© Association of Otolaryngologists of India 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.)