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Mostrando 1 - 13 Resultados de 13 Para Buscar 'smart simulation process', tiempo de consulta: 4.43s Limitar resultados
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This study proposes the simulation of a system for reducing polluting gases produced by a steel foundry by two-stage centrifugation. This simulation seeks to verify the physical principle of centrifugation in two cyclones (Stairmand and Swift types) in serial connection: one with its inlet at the outlet of the other, based on initial gas inlet conditions, as well as the design equations of this equipment. Likewise, it's intended to demonstrate the efficiency of this system by entering the mass composition of the gas, in particulate matter (PM) terms, measuring its new composition at the output, after simulating the gas and particle dynamics. For this, Ansys CFD and Ansys Fluent software are used (with previous data analysis and processing), and Python programming techniques to automate calculations and obtain the optimal design values for the cyclones. This system seeks to be an alternat...
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Hoy en día, la gran cantidad de datos que genera la sociedad ha provocado una dependencia de Herramientas de análisis y visualización de datos. Por lo tanto, el objetivo de esta investigación fue implementar un Herramienta basada en la nube para mejorar la visualización de datos obtenidos de la simulación de red 4G en dispositivos inteligentes. metros. Se realizaron dos etapas para analizar y procesar los datos mediante una herramienta basada en la nube. para apoyar la visualización de datos y para comprender y facilitar la toma de decisiones efectiva. Esto resultó en un notable aumento del 27,39% en la calidad promedio de los datos, gracias a la autenticidad y confiabilidad de los datos obtenidos a través de la red 4G LTE en contadores inteligentes. También tuvo un impacto significativo sobre el porcentaje de datos leídos y mostrados, con un incremento del 63,70%. Finalmente,...
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This study aims to improve the fabric-cutting process of cotton garment-exporting micro and small businesses by identifying and eliminating waste, defined as the processes that do not add value in cutting area of a textile company. In addition, the lean manufacturing approach is applied by employing tools such as value stream mapping (VSM), single-minute exchange of dies (SMED), and work standardisation. The proposed philosophy is based on data analysis, economic validation, and simulation using the historical data from the company under study. Consequently, a decline in default rework and delayed processes along with an increase in the productivity index is expected.
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Research shows that data analysis and artificial intelligence applied to agriculture in Peru can help manage crop production and mitigate monetary losses. This work presents SmartAgro, a system based on pattern mining and classification techniques that takes information from multiple sources related to the agricultural process to extract knowledge and produce recommendations about the crop growth process. The problem we seek to mitigate with our system is the economic losses generated in Peruvian agriculture caused by poor crop planning. Our results show a high accuracy in regards to type of crop recommendation, and a knowledge base useful for agricultural planning.
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tesis de grado
Actualmente los proyectos de Smart Cities están en pleno auge, lo cual no se limita al diseño e implementación de soluciones tecnológicas sino también al proceso de recolección, análisis y visualización de datos, esto genera un papel importante para las herramientas de visualización de datos. Es por ello que esta investigación busca implantar la herramienta Amazon Quicksight para la visualización de datos obtenidos de la simulación Smart Cities: Cañete plan piloto con medidores eléctricos inteligentes. Se aplicó dos fases para que los datos fueran analizados y procesados por medio de la herramienta Quicksight para visualizarlos y conseguir la toma de buenas decisiones en la organización. Los resultados de los indicadores fueron: un aumento en la calidad de datos del 27.39%, aumento de la lectura y visualización de datos del 63.70% y aumento en el porcentaje de datos úti...
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As processes become more complex, measuring them using key KPI indicators, such as Overall Equipment Effectiveness (OEE), is essential. This study analyses the OEE of the cardboard box production process-the product with the highest annual revenue in a Peruvian printing company. The current OEE is 64.27%, which falls short of the graphic industry standard (72.5%). Increasing the OEE would provide several benefits, such as higher availability, improved product quality, reduced setup times, and lower machine wear. Therefore, an innovative solution model is proposed that will use SMED and TPM tools, as well as Automation and IoT technologies. These Lean tools will be enhanced through the mentioned technologies. The solution model will follow the PMBOK approach due to its significant contributions to project management and will consist of three phases: initial, implementation, and closure. I...
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The present work proposes an analysis of the internal temperature flow in two types of helical coils, whose number of turns is 6 and 10, for the sugar cane bagasse delignification process, using superheated steam as a heat source. The analysis seeks to find the ideal number of turns for the process, the inlet pressure, and the temperature range in which the coil should operate to provide the working temperature for the reaction. This proposal will be carried out using Ansys fluent version 19.2 educational simulation software, where the coils were designed and the temperature and pressure parameters of the superheated steam flow to travel through the internal part of the helical coil were introduced. As a result, with a number of coils of 10 and an inlet pressure of 0.4 MPa, an efficiency of 96.545% was achieved to maintain the temperature along the coil path. This allows its application ...
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Companies engaged in mining vehicle rental face challenges in adequately inspecting the condition of suspension springs due to time constraints. To address this issue and monitor the suspension of Toyota Hilux trucks before and after rental service, we propose a prototype development of an autonomous robot. The robot utilizes a SLAM-based navigation system to reach specified positions, while a robot arm control system positions a camera for inspecting spring suspension profiles. We studied the vehicle and robot arm position control systems, conducted dynamic simulations of the robot arm, designed the robot system architecture using ROS, simulated the robot using ROS Gazebo, and developed an algorithm to generate a technical inspection report with registered spring photographs. Navigation is facilitated by an A1M8 Lidar sensor. Data processing is performed using a Raspberry Pi 4B 8 GB wit...
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The Internet of Things (IoT) connects schemes, programs, data management, and operations, and as they continuously assist in the corporation, they may be a fresh entryway for cyber-attacks. Presently, illegal downloading and virus attacks pose significant threats to IoT security. These risks may acquire confidential material, causing reputational and financial harm. In this paper hybrid optimization mechanism and deep learning,a frame is used to detect the attack prevention in IoT. To develop a cybersecurity warning system in a huge data set, the cybersecurity warning systems index system is first constructed, then the index factors are picked and measured, and finally, the situation evaluation is done.Numerous bio-inspired techniques were used to enhance the productivity of an IDS by lowering the data dimensionality and deleting unnecessary and noisy input. The Grey Wolf Optimization al...
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Multifamily housing projects are developed in different stages of construction, each of which requires a specific site layout. This construction layout is a fundamental tool for planning the physical distribution of temporary installations at the worksite, ensuring order that does not disrupt workflows and maintains productivity. However, one of the main causes of inadequate layout planning is the poor dynamic analysis resulting from using a static layout, traditionally represented in AutoCAD drawings. For this reason, this research focuses on improving the dynamism of site layout planning in multifamily housing projects in Metropolitan Lima; specifically, in the structural stage, using 4D BIM models. The methodology used in this study is developed through the following steps: Analysis of the information gathered from the interviews and surveys conducted with experts; Determination of th...
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The present article proposes to show the mathematical design of a spindle and the speed that it requires, using mathematical formulas, to carry out the extrusion process of recycled PETG or HDPE plastic. Speed control in this process is of great importance because the quality of the filament to be obtained will depend on it. The study will be simulated on spindles and casing that are 3640 and 3890 mm long respectively and made of AISI 4140 steel. The spindle casing has 3 types of band resistors, which vary their temperature according to the material to be used: PETG plastic or HDPE plastic. Each band type resistor is found in each section that the spindle has; the screw has 3 stages called the feeding zone, the compression zone, and the dosing zone. The production capacity is 40 kg /h of PETG or HDPE plastic filament 3 mm thick. In conclusion, the present method consists of the mathemati...
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tesis de grado
El objetivo principal de esta investigación es comparar el costo y tiempo de ejecución de obras de mejoramiento de la transitabilidad vehicular y peatonal, ejecutadas y liquidadas por la Municipalidad Distrital de San Sebastián del Cusco, con el costo y tiempo obtenidos del análisis cuantitativo de riesgos utilizando la guía del PMBOK sexta edición, con un nivel de confiabilidad del 90%; con el fin de comprobar que con una buena gestión de riesgos se puede prever el comportamiento real de una obra, por lo tanto, la posibilidad de proponer acciones de respuesta que eviten o mitiguen el impacto de los riegos. Se recopiló toda la información necesaria de 3 obras, dicha información sirvió de base para la identificación de riesgos que afectan a este tipo de obras, obteniéndose un total de 43 riesgos, los cuales fueron sometidos a un juicio de expertos mediante la aplicación de u...
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Chatbots are distinguished by their ability to simulate interactions between brands and users. However, there remains a notable lack of academic research addressing their relevance within sectors such as private healthcare. In this context, although chatbots are used for information retrieval, booking or canceling medical appointments, filing complaints, and processing payments, significant challenges persist concerning consumer trust and the limited engagement in their routine use. This study aims to analyze the factors influencing consumer satisfaction and engagement in this sector, with a particular emphasis on responsiveness, ubiquitous connectivity, and initial trust in chatbots. A non-probabilistic, convenience sample of 400 individuals was obtained, of which 330 responses were valid. Data were collected via a survey utilizing a 5-point Likert scale, and the results were analyzed t...