Production Expenses Research Articles

Why pelletizing hops? A comparison of physical-chemical properties between powder and pellets

Why was the work done: The use of pellets was introduced as a method to reduce volume and increase shelf-life of hop plants (Humulus lupulus). There is no evidence that pellets retain better hop qualities compared to powder. The objective of this study was to compare the physical-chemical properties of hops in flower, powder, and pellet forms. How was the work done: Hop species (Cascade, Northern Brewer, and Comet) were analyzed in triplicate using chromatography, conductometric titration, steam distillation, and gravimetry, for essential oil content, alpha-acid percentage, and humidity, respectively. What are the main findings: A consistent reduction in essential oil content, alpha-acid percentage, and humidity was observed as the degree of hop processing increased from flower to powder to pellet. (p<0.0001, ANOVA and Tukey's post hoc test). Why is the work important: These results provide evidence that the pelleting process reduces key compounds like essential oils and alpha acids that contribute to hop quality for beer production when compared to the powder presentation. Eliminating the pelleting process could potentially reduce some production costs associated with hop processing. Pelleting requires additional equipment and energy, which contributes to overall production expenses.

Sustainable production and consumption: assessing the economic viability of traditional and organic yerba mate cultivation

In response to the growing consumer demand for organic products, this study examines the economic viability of traditional versus organic Yerba Mate (Ilex paraguariensis) cultivation in Paraná State, Brazil. The research uses a robust financial analysis framework to compare production expenses, projected profits, and associated risks over a fifteen-year horizon for a single hectare of land. The analysis employs the multi-index methodology to provide empirical evidence and analytical insights into the economic and risk profiles of both traditional and organic agricultural practices. This study further enhances the evaluation by incorporating the Monte Carlo Method and Crystal Ball software, transforming key financial indicators into stochastic variables. This approach allows for a nuanced risk assessment that captures the inherent uncertainties in agricultural investment. The findings indicate a significant economic advantage for organic farming, with an organic return on investment (ROI) of 12.03%, substantially outperforming the 3.99% ROI of conventional methods. Moreover, the research highlights the improved risk-adjusted returns of organic farming, showing an almost negligible probability of encountering a negative net present value (NPV), specifically P(NPV_organic ≤ 0) ≈ 0. The results underscore the financial viability and reduced risk of organic Yerba Mate cultivation, positioning it as a strategic alternative to traditional agricultural methods. These insights align with current market trends favoring sustainable and health-conscious consumer choices and provide critical guidance for stakeholders in the farming sector. This study contributes to the academic discourse on sustainable agriculture and offers practical implications for enhancing economic sustainability and resilience in farming practices.

Betaine lipids overproduced in seed plants are excluded from plastid membranes and promote endomembrane expansion

Abstract Plants and algae have to adapt to environmental changes and face various stresses that negatively affect their growth and development. One common stress is phosphate (Pi) deficiency, which is often present in the environment at limiting levels. In response to Pi deficiency, these organisms increase Pi uptake and remobilize intracellular Pi. Phospholipids are degraded to provide Pi and replaced by non-phosphorus lipids, such as glycolipids or betaine lipids. During evolution, seed plants lost the ability to synthesize betaine lipids. By expressing BTA1 genes, which are involved in the synthesis of diacylglyceryl-N,N,N-trimethyl-homoserine (DGTS), from different species, our work shows that DGTS can be produced in seed plants. In Arabidopsis, expression of BTA1 under a phosphate starvation-inducible promoter resulted in limited DGTS production without having any impact on plant growth or lipid remodeling. In transient expression systems in Nicotiana benthamiana, leaves were able to accumulate DGTS up to 30 % of their glycerolipid content at a slight expense of galactolipid and phospholipid production. At the subcellular level, we showed that DGTS is absent from the plastids and seems to be enriched in the endomembranes, driving an ER membrane proliferation. Finally, the DGTS synthesis pathway seems to compete with PC synthesis via the Kennedy pathway but does not seem to be derived from the PC diacylglycerol backbone and therefore does not interfere with the eukaryotic pathway involved in galactolipid synthesis.

Studies on the ssDNA-Based Biosensor Regeneration and Miniaturization for Electrochemical Detection of miRNAs

Abstract One of the most significant disadvantages of biosensing systems is the limited possibility of their regeneration, which only allows for their single use for detection of most targets. The reduction of biosensor fabrication cost could thus be achieved by elaboration of protocol providing the highest recovery of sensing layer response. A further drop of production expenses could yield the biosensor miniaturization as it leads to consumption of chemicals required for receptor layer formation as well as execution of measurements. To address the above-mentioned challenges, we aimed to find the most adequate method of regeneration of single-stranded DNA-based layers specific to miRNA 141 molecule which elevated concentration might refer to progression of cancer. The studies indicated that 5 min. incubation of ssDNA-modified electrode in 4 M urea provided the highest response towards miRNA 141 among all tested regeneration procedures. Furthermore, the possibility of ssDNA immobilization on was shown. This enabled miRNA 141 detection within 0.1 nM – 1 µM concentration range with high selectivity. Moreover, ssDNA layers elaborated on miniaturized transducers were distinguished with sufficient stability after 24 h storage in 20 mM PBS and could be also regenerated using 4 M urea.

Analisis Harga Pokok Produksi Menggunakan Metode Full Costing Pada CV Cielofood Pratama

The analysis of production costs using the full costing method at CV Cielofood Pratama in Bogor aims to set accurate selling prices through comprehensive production cost calculations. This study applied a descriptive case study approach, utilizing primary data from observations and interviews as well as secondary data. The analysis revealed a total monthly production cost of Rp 42,200,000, with a per-unit cost of Rp 15,461.54. These results demonstrate that the full costing method provides a complete overview of all production expenses, aiding management in decision-making related to pricing strategies and operational efficiency. The practical implication of this method can enhance the company's competitiveness in the market.

Effect of Feed Supplementation of Shatavari Root Powder (Asparagus racemosus) on Growth Performance of Broiler in Konkan Region

The present study aimed to highlights the effect of feed supplementation of Shatavari root powder (Asparagus racemosus) on growth performance of broiler in Konkan region. A substantial portion of the production expenses is attributed to the cost of feed and in a developing country like India, the supply of quality and affordable feed has been inconsistent. To enhance the overall productivity of poultry birds, it is imperative to maintain a reliable source of low-cost feed. The experimental trial of six weeks was undertaken for total 200-day old broiler chicks. They were randomly distributed into five experimental diets. Each treatment group was replicated into four with 10 birds per replicate. The control (T0) group was fed standard ration and T1, T2, T3, and T4 group were provided same standard ration supplemented with 5.00, 10.00 , 15.00 and 20.00 g /kg Shatavari root powder, respectively. Result of experiment showed that supplementation of Shatavari root powder was significantly highest live body weight in treatment T2 (1852.50 g/bird) as well as average live weight gain (264.64 g/bird). It is concluded that, 10.00 g of Shatavari root powder significantly improved growth performance than other treatments groups.

SWOT Analysis and Strategy Research on the Impact of Green Trade Barriers on the Export of Wuyi Mountain Rock Tea

In the realm of globalization, green trade barriers have emerged as significant obstacles to the international export of Wuyi mountain rock tea from China. The progressively rigorous green trade barriers enacted by various nations, alongside challenges such as pesticide residues detected in Chinese Wuyi rock tea, have contributed to a notable increase in Wu yi mountain rock teas production expenses, thereby undermining its competitiveness in the global marketplace. This study employs a SWOT analysis framework to thoroughly assess the positioning of Wuyi tea exports, with the objective of formulating strategies to navigate green trade barriers and bolster global competitiveness. To accomplish this, the paper will initially address the current developmental status of Wuyi rock tea, followed by an examination of the eco-trade barriers instituted by key importing nations. Furthermore, through the calculation of competitive trade indices, it will investigate the waning competitiveness of Wuyi mountain rock tea as a result of these barriers. Lastly, potential solutions for overcoming the eco-trade challenges will be proposed by using the SWOT analysis methodology. As a result, the paper will offer innovative perspectives for the export advancement of Wuyi mountain rock tea.

Encoder decoder-based Virtual Physically Unclonable Function for Internet of Things device authentication using split-learning

Internet of Things (IoT) networks have been deployed widely making device authentication a crucial requirement that poses challenges related to security vulnerabilities, power consumption, and maintenance overheads. While current cryptographic techniques secure device communication; storing keys in Non-Volatile Memory (NVM) poses challenges for edge devices. Physically Unclonable Functions (PUFs) offer robust hardware-based authentication but introduce complexities such as hardware production and conservation expenses and susceptibility to aging effects. This paper’s main contribution is a novel scheme based on split learning, utilizing an encoder–decoder architecture at the device and server nodes, to first create a Virtual PUF (VPUF) that addresses the shortcomings of the hardware PUF and secondly perform device authentication. The proposed VPUF reduces maintenance and power demands compared to the hardware PUF while enhancing security by transmitting latent space representations of responses between the node and the server. Also, since the encoder is placed on the node, while the decoder is on the server, this approach further reduces the computational load and processing time on the resource-constrained node. The obtained results demonstrate the effectiveness of the proposed VPUF scheme in modeling the behavior of the hardware-based PUF. Additionally, we investigate the impact of Gaussian noise in the communication channel between the server and the node on the system performance. The obtained results further reveal that the achieved authentication accuracy of the proposed scheme is 100%, as measured by the validation rate of the legitimate nodes. This highlights the superior performance of the proposed scheme in emulating the capabilities of a hardware-based PUF while providing secure and efficient authentication in IoT networks.

Non‐Fluorinated Cyclic Ether‐Based Electrolyte with Quasi‐Conjugate Effect for High‐Performance Lithium Metal Batteries

AbstractFluorinated ether‐based electrolytes are commonly employed in lithium metal batteries (LMBs) to attenuate the coordination ability of ether solvents with Li+ and induce inorganic‐rich interphase, whereas fluorination inevitably introduces exorbitant production expenses and environmental anxieties. Herein, a non‐fluorinated molecular design strategy has been conceptualized by incorporating methoxy as an electron‐donating group to generate a quasi‐conjugate effect for tuning the affinity of Li+‐solvent, thereby enabling the cyclic ether solvent 2‐methoxy‐1,3‐dioxolane with weak solvation ability and exceptional Li metal‐compatibility. Accordingly, the optimized electrolyte exhibits anion‐dominant solvation structure for inorganic‐rich interphase and fulfills an impressive Li plating/stripping Coulombic efficiency of 99.6 %. As‐fabricated Li||LiFePO4 full cells with limited Li (N/P=2.5) showcase a high capacity retention of 83 % after 150 cycles, indicating excellent cycling stability. Moreover, the full LMBs demonstrate exceptional tolerance towards a wide temperature range from −20 °C to 60 °C, displaying a remarkable capacity retention of 90 % after 110 cycles at −20 °C. Such a molecular design strategy offers a promising avenue for electrolyte engineering beyond fluorination in order to cultivate high‐performance LMBs.

Non-Fluorinated Cyclic Ether-Based Electrolyte with Quasi-Conjugate Effect for High-Performance Lithium Metal Batteries.

Fluorinated ether-based electrolytes are commonly employed in lithium metal batteries (LMBs) to attenuate the coordination ability of ether solvents with Li+ and induce inorganic-rich interphase, whereas fluorination inevitably introduces exorbitant production expenses and environmental anxieties. Herein, a non-fluorinated molecular design strategy has been conceptualized by incorporating methoxy as an electron-donating group to generate a quasi-conjugate effect for tuning the affinity of Li+-solvent, thereby enabling the cyclic ether solvent 2-methoxy-1,3-dioxolane with weak solvation ability and exceptional Li metal-compatibility. Accordingly, the optimized electrolyte exhibits anion-dominant solvation structure for inorganic-rich interphase and fulfills an impressive Li plating/stripping Coulombic efficiency of 99.6 %. As-fabricated Li||LiFePO4 full cells with limited Li (N/P=2.5) showcase a high capacity retention of 83 % after 150 cycles, indicating excellent cycling stability. Moreover, the full LMBs demonstrate exceptional tolerance towards a wide temperature range from -20 °C to 60 °C, displaying a remarkable capacity retention of 90 % after 110 cycles at -20 °C. Such a molecular design strategy offers a promising avenue for electrolyte engineering beyond fluorination in order to cultivate high-performance LMBs.

Properties of poly(butylene adipate-co-terephthalate)/thermoplastic starch filled with treated and untreated sugarcane bagasse fiber

Sugarcane bagasse, comprising fibrous rind and spongy pith, is frequently employed as a reinforcing agent in both concrete and plastic composites. In thin plastic films, sugarcane bagasse is typically utilized as finely ground particles within the composite film. The integration of this agricultural byproduct into biodegradable plastic films could potentially lower production expenses and promote the film's biodegradability. This study presents the development of poly(butylene adipate-co-terephthalate) (PBAT)/thermoplastic starch (TPS) (90/10) formulations incorporating varying loadings of sugarcane bagasse fibers. The impact of alkaline and silane surface treatments on tensile strength, thermal properties, and water barrier properties was investigated. Upon the inclusion of sugarcane bagasse (5%, 10%, 15%, and 20%), a decrease in tensile strength from 23.47 to 8.41 MPa and elongation at break from 1135% to 55.83% was observed. Conversely, the Young's modulus increased from 47.12 to 188.50 MPa following the addition of 20% sugarcane bagasse in the PBAT/TPS matrix. Modest enhancements in tensile properties, thermal characteristics, and water barrier properties were noted after treating the bagasse fibers with alkaline and silane. Scanning Electron Microscope (SEM) analysis revealed that silane-treated sugarcane bagasse exhibited increased surface roughness due to the removal of lignin and hemicellulose, facilitating better adhesion between the fibers and the PBAT/TPS matrix.

Dielectric Modulated TFET on SELBOX Substrate as a Label-Free Biosensor Applications: Analytical Modeling Study and Sensitivity Analysis

Abstract The manuscript proposes a ferroelectric heterojunction TFET (BG-FE-HJ-STFET) on SELBOX substrates with a back gate to create an ultra-sensitive label-free biosensor with dielectric modulation for the detection of neutral and charged biomolecules. Within the proposed device, four cavities have been carved out for the biomolecules' immobilization under the front and rear gate dielectrics. By using a ferroelectric (FE) material as a gate stack, the low gate voltage is increased to be more effective by causing a negative capacitance phenomenon. The response of the proposed biosensor to four impartial biomolecules with different dielectric constants Protein (k=8), Biotin (k=2.63), 3-Aminopropyl-triethoxysilane (APTES) (k=3.57), and Streptavidin (k=0.1) has been investigated. Deoxyribonucleic acid (DNA), a charged biomolecule, is also examined for dielectric constant of k=6 with respect to both charges (Negative and Positive)) densities. The device is simulated with the commercially available SILVACO ATLASTM TCAD tool. The performance analysis relies on several figures of merit (FOMs) such as DC/RF and sensitivity (including drain current, ION/IOFF ratio, and subthreshold swing) for both neutral and charged biomolecules. The optimized cavity structure demonstrates a notable sensitivity in drain current (2.7x108) and a significant ION/IOFF sensitivity (1.42x1011). One of the main problems with current biosensors is the difficulty and expense of production in the nanoscale realm.

Development of Amphotericin B Decorated Gold Nanoparticles as a Promising Antileishmanial Nanoconjugate.

Leishmaniasis, attributed to the protozoan parasite Leishmania, manifests in diverse clinical forms, including cutaneous, mucocutaneous, and visceral leishmaniasis; VL constitutes a significant global health menace. Prevalent in tropical and subtropical regions, this affliction disproportionately impacts individuals below the poverty threshold, transmitted through the bite of female sandflies. Existing treatments, such as pentavalent antimony, miltefosine, and Amphotericin B, exhibit limitations. Despite the emergence of liposomal Amphotericin B (AmBisome) as a promising antileishmanial agent, its utility is impeded by adverse effects, elevated production expenses, and cytotoxicity. To address these challenges, our investigation introduces a potential remedy─a citrate-coated gold Amphotericin B nanoparticle formulation. Characterized using dynamic light scattering and transmission electron microscopy, this pioneering formulation exhibited efficacy against L. donovani Ag83 promastigotes as demonstrated by MTT cell viability testing. Evaluating internal reactive oxygen species (ROS) levels and dual staining with acridine orange and ethidium bromide unveiled its consequential impact on cell death. Significantly, our study discloses this novel nanoformulation's unprecedented inhibition of the trypanothione reductase enzyme. The findings posit the citrate-coated gold Amphotericin B nanoformulation as a promising and targeted antileishmanial agent, representing potential advancements in leishmaniasis therapeutics.

INFLUENCE OF MORINGA OLEIFERA SEED MEAL ON THE PERFORMANCE AND ECONOMIC EFFICIENCY OF BROILER FINISHER CHICKENS

The increase in world population and broiler meat demand in Nigeria necessitates addressing malnutrition concerns. Feed costs account for 70-80 % of total production expenses, posing challenges to the poultry industry. To address these difficulties, this research explored the impact on cost and performance of broiler chicken fed varying inclusion levels of moringa oleifera seed meal (MOSM). A total of one hundred and twenty (21-day-old) Cobb 500 strain broiler chicken were used for the experiment. The birds were weighed and randomly allocated into one of four treatments with 3 replicates housing 10 birds per replicate. They were fed varied amounts of MOSM (0%, 5%, 10% and 15%). The results showed that there were significant difference (P<0.05) on final body weight, weight gain, and feed intake. However, the average daily weight gain and feed conversion ratio were not affected (P>0.05) by the treatments. Cost total of weight gain, cost differential, revenue and gross margin were significantly different (P<0.05) across each dietary treatments. However, the cost total of feed consumed only showed significant differences among their means. Cost study showed that MOSM incorporation reduces production costs and increases profitability. Despite prior research on moringa seed impacts, this study concludes that the inclusion of MOSM up to 10% dietary level has no marginal effect on the performance of broiler finisher and its production cost was drastically reduced.

A Study on The Capabilities of Cellulolytic Bacteria in Degrading Feed Fiber

The utilization of local feedstuffs is a cost-effective strategy to reduce production expenses in animal husbandry. Enhancing the nutritional quality of these feedstuffs through fermentation presents a viable approach. This study investigates the efficacy of cellulolytic bacteria in degrading fiber in three local feed materials: duckweed (Lemna minor), water hyacinth (Eichornia crassipes), and lamtoro (Leucaena leucocephala). We employed a completely randomized block design with feed types as the block and levels of starter culture as treatment. Pediococcus pentosaceus, identified for its cellulase enzyme production with a clear zone of 4 cm on starch media, was utilized as the starter culture. The experimental procedure involved spraying Pediococcus pentosaceus onto duckweed, water hyacinth, and lamtoro, followed by incubation. The results indicated that Pediococcus pentosaceus effectively produced cellulolytic enzymes and significantly reduced crude fiber in duckweed by 18.18%, in water hyacinth by 9.17%, and in lamtoro by 4.23% (p < 0.05). Additionally, the crude protein content increased in all samples: by 4.69% in duckweed, 2.71% in water hyacinth, and 2.13% in lamtoro (p < 0.05). Among the treatments, the optimal outcome was achieved with 3 ml of Pediococcus pentosaceus. This study demonstrates the potential of Pediococcus pentosaceus for improving the nutritional profile of local feedstuffs through fermentation.

Macroeconomic determinants of labour costs in the EU: a comprehensive panel and cluster analysis

Abstract Labour costs are a fundamental component of production expenses, significantly impacting both the quantity and quality of output. This study explores the determinants of labour costs within EU member states that have implemented minimum wage policies over the past two decades. The research technique includes a comprehensive panel analysis of EU member states to identify significant variables influencing labour costs, as well as cluster analysis to discover underlying patterns across the nations under examination. Our findings reveal that higher minimum wage levels, higher employment rates, increased labour productivity, and greater trade openness are positively correlated with higher labour costs. Specifically, increases in these variables lead to higher wages and a broader tax base, while greater trade openness results in elevated labour costs due to expanded market opportunities. Conversely, gross fixed capital formation negatively affects labour costs, as investments in production assets tend to reduce labour requirements or hours worked. The cluster analysis led to the identification of three distinct groups. The first cluster consists of well-developed economies with modest labour cost increases and average minimum wages. The second cluster includes countries with substantial labour cost increases, low minimum wages, and significant productivity gains. The third cluster features nations with high minimum wages and high employment rates. This paper contributes to the field by highlighting the complex interplay between labour costs and economic factors, offering insights for decision-makers to tailor macroeconomic and company-level strategies to specific local conditions. The findings emphasise the importance of balancing wage policies with sustainable economic development to enhance competitiveness while ensuring fair labour conditions.

PROCESSING PARAMETERS OPTIMIZATION OF VACUUM-BAGGING PREFORMING IN OVEN CURE FOR INTER-LAMINAR SHEAR STRENGTH (ILSS) IN GLASS/EPOXY COMPOSITE LAMINATE

Autoclave had been restricted to immense production expenses and overabundant residual stress. These disadvantages had prompted development on the alternative of out-of-autoclave (OoA) processing. The optimization on vacuum-bagging-only (VBO) pre-forming process in producing high inter-laminar shear strength (ILSS) of composite laminate was proposed. The effects of individual and combined pre-forming parameters of VBO-oven cure processing for the conventional low-cost glass/epoxy composite material towards ILSS of cured laminates were quantified. 20 composite panels were manufactured following the designated parameter combinations based on central composite design in fractional factorial for response surface model. Three factors of vacuum debulk duration, edge breather number of sides and intensifier weight were investigated. For validation, two laminates without additional processing parameters were produced via oven (baseline) and autoclave. ILSS test was conducted based on ASTM D 2344. The interaction between combined parameters was analyzed using analysis of variance (ANOVA). Lowest ILSS was found in laminates where intensifier was absent, while highest ILSS was measured with edge breather, debulk and intensifier at different levels. An optimum combination of 30 minutes debulk, each sides of edge breather and 1kg intensifier were validated to produce laminate with highest ILSS of 38.96 MPa, which was 23.53% higher than baseline laminate.

Carrot or stick? Environmental and welfare implications of sustainable aviation fuel policies

Sustainable aviation fuel (SAF) serves as a critical short-term measure for reducing aviation's carbon footprint. Two main policy tools, subsidy and quota, have been developed to support its usage. We build an economic model to compare the environmental and welfare impacts of these two policies. First, we find that if an airline uses the same portion of SAF under both policies, the subsidy approach results in reduced SAF costs, augmented airline output, and heightened emissions. Second, the subsidy policy is better than the quota policy in terms of consumer surplus, airline profits, SAF blender profit, and social welfare, if the traditional aviation fuel is sufficiently inexpensive and the emission regulation under the subsidy policy is adequately stringent. Finally, to demonstrate the empirical relevance of our theoretical framework, we have employed empirically-validated parameters for model calibration. Sensitivity analysis indicates that SAF production costs and market potential are pivotal factors influencing governmental policy formulation. With the reduction in SAF production expenses and the growth of the aviation sector, the government is positioned to adopt a more aggressive policy stance, characterized by higher SAF quotas and increased subsidies, to stimulate the uptake of SAF by airlines.

Growth of Tilapia (Oreochromis niloticus) Juvenile strain Nirwana with Different Natural Feeding

The high cost of commercial feed in Nirwana tilapia aquaculture leads to elevated production costs and reduced profits. As a solution, the provision of natural feed is proposed as an alternative to reduce production expenses. This study aims to compare the growth of Nirwana tilapia fed with three different natural feeds: Tubifex sp., Chironomus sp. larvae, and maggots. The experiment was conducted using a completely randomized design with three replicates for each treatment. The feeding rate was 3% of the fish’s body weight, administered three times a day. The parameters measured included absolute biomass, absolute length gain, daily growth rate (Specific Growth Rate, SGR), survival rate (SR), and water quality during the 30-day rearing period. The results showed that feeding Nirwana tilapia with Tubifex significantly increased growth compared to the control group (commercial pellets), Chironomus larvae, and maggots. The absolute biomass from Tubifex feeding was 5.23 ± 0.89 g, absolute length was 4.2 ± 7.8 cm, SGR was 1.52 ± 0.33%, and SR was 90%. The next highest growth was seen in Chironomus larvae, followed by maggots, with the control yielding the lowest results.

Mitigation of vibration and free-surface instabilities by using anti-vortex baffles in an industrial stirred vessel

Inadequate understanding of mixing dynamics can result in compromised product quality, increased production expenses and revenue loss. This study utilizes vibrometer measurements in both baffled and unbaffled eccentric flat-bottomed stirring vessels, containing a trisodium phosphate–water mixture, to investigate the impact of baffles on reducing vibrations. Through examining the effect of different configurations of baffles, this research effectively eliminates vortices and vibrations generated during agitation, consequently reducing maintenance frequency. Additionally, computational fluid dynamics (CFD) analysis is conducted on baffled and unbaffled stirred tanks, revealing streamlined patterns and mean velocities. By solving the Reynolds-averaged Navier–Stokes (RANS) equations with the k–[Formula: see text] turbulence model, obtained results reveal the importance of baffles in reducing vibrations and vortices while stabilizing the free-surface. However, balancing the number of baffles with impeller blades is crucial to prevent vibration regeneration.