https://repositorio.ifgoiano.edu.br/handle/prefix/137 2026-06-10T08:54:02Z https://repositorio.ifgoiano.edu.br/handle/prefix/6639 Título: PLATAFORMA VIRTUAL DE MATURIDADE TECNOLÓGICA Autor(es): Souza, Tays Abstract: Technological Readiness Levels (TRL’s) are widely used as eligibility criteria in innovation funding calls; however, many organizations—particularly micro and small enterprises—face difficulties in accurately identifying the development stage of their technologies. The absence of accessible, standardized, and reliable instruments for measuring technological maturity undermines the alignment of proposals with funding agencies’ requirements and may limit access to innovation resources. This study proposes and develops a Virtual Technological Maturity Platform, grounded in technological auditing and structured around TRL levels, capable of diagnosing the development stage of technologies, supporting decision-making, and guiding qualified submissions to funding mechanisms. The research is based on a theoretical review of technological auditing, innovation management, and TRL, as well as on the analysis of consolidated technology assessment models employed by renowned institutions. From this framework, a diagnostic instrument composed of parameterized strategic questions was developed and subsequently implemented in a web-based digital platform. As a Technical Technological Product, a digital solution was conceived to automatically identify the TRL of projects, organizations, or solutions, systematizing strategic information and providing guidance regarding compliance with funding calls and programs. The platform contributes to strengthening innovation governance and bridging science, technology, and the market. The adoption of a structured TRL-based technological auditing instrument can enhance organizations’ capacity to understand their technological positioning, improve R&D&I proposals, and increase the likelihood of securing funding. The Virtual Technological Maturity Platform demonstrates potential to strengthen the effectiveness of public innovation policies and evidence-based decision-making. Validation will be conducted across different sectors and organizational sizes, with future developments including integration with funding agencies’ databases, incorporation of new metrics, and continuous improvement through analytical intelligence and learning from real-world use. Editor: Instituto Federal Goiano Tipo: Dissertação e Produto técnico educacional 2026-05-31T00:00:00Z https://repositorio.ifgoiano.edu.br/handle/prefix/6638 Título: MANUAL PARA CONSTRUÇÃO DE BIODIGESTOR DE BAIXO CUSTO Autor(es): Santos, Gilson Reis dos Primeiro Orientador: Souza, José Antonio Rodrigues de Primeiro Membro da Banca: Silva, Gilson Dourado da Segundo Membro da Banca: Silva, Ellen Lemes Abstract: The Manual/Protocol for the Construction of a Low-Cost Biodigester was developed in response to the growing need for accessible and sustainable technological solutions for the proper management of organic waste and the reduction of environmental impacts. Although biogas production is an efficient alternative for energy generation and waste treatment, its use remains limited in rural communities and small agricultural settings. The proposed manual aims to overcome this gap by offering a simple, low-cost, and replicable model that can be adopted in different social and geographic contexts. The protocol presents detailed and sequential instructions for assembling, operating, and maintaining a functional biodigester built with easily obtainable and reusable materials, such as 200-liter plastic drums, air chambers to tires, PVC pipes, and hoses. It includes technical guidelines, safety recommendations, construction diagrams, monitoring instructions, and orientations for the use of both the biogas produced and the digestate, which serves as an efficient biofertilizer. The target audience includes rural communities, family farmers, students, environmental educators, extension agents, and individuals interested in renewable energy and sustainable technologies. The manual empowers users to construct and apply the system independently, promoting environmental awareness, circular economy practices, and the reduction of waste disposal impacts. The technicalscientific advances associated with this product include the systematization of a low-cost model adapted to the socioeconomic realities of the Cerrado, the dissemination of knowledge on biogas, and the strengthening of sustainable development initiatives. The expected impacts involve promoting social inclusion, reducing energy costs, improving organic waste management, and contributing to local and regional environmental conservation. Editor: Instituto Federal Goiano Tipo: Trabalho de Conclusão de Curso 2026-04-30T00:00:00Z https://repositorio.ifgoiano.edu.br/handle/prefix/6635 Título: VISÃO COMPUTACIONAL E INTELIGÊNCIA ARTIFICIAL PARA MEDIÇÃO DO MESOCARPO DE TOMATES Autor(es): Souza, João Carlos Soares Primeiro Orientador: Silva, Alexandre Carvalho Abstract: Advances in computer vision and artificial intelligence have driven innovation in agriculture, particularly in automated product inspection. In the context of Agro 4.0, standardized systems are crucial for optimizing processes and ensuring objective analyses compared to conventional methods. This study investigates the application of Computer Vision and Artificial Intelligence in measuring the mesocarp thickness of tomatoes (Solanum lycopersicum L.), an essential parameter for industrial and commercial standardization. To this end, a low-cost integrated hardware and software system was developed, based on digital image capture and processing. Statistical validation compared automated methods with physical reference measurements. The results demonstrated that the Artificial Intelligence (AI) model outperformed the conventional Computer Vision (CV) technique, achieving an accuracy of 90.76% (compared to 86.88% for CV) and a Mean Absolute Error (MAE) of 0.608 mm. The system achieved an optimized inference time of approximately 6 seconds per sample. It is concluded that the automation tool demonstrates technical feasibility and high reliability, offering promising prospects for realtime classification, selection of new varieties, and the improvement of phenotypic evaluation of fruits in vegetable farming and industry. Editor: Instituto Federal Goiano Tipo: Dissertação 2026-04-01T00:00:00Z https://repositorio.ifgoiano.edu.br/handle/prefix/6633 Título: CONECTIVIDADE RURAL E AGRICULTURA FAMILIAR: AVALIAÇÃO DA COBERTURA MÓVEL NO MUNICÍPIO DE RIO VERDE - GOIÁS Autor(es): Oliveira, Márcio da Silva; Souza, Jesiel Silva; Freitas, Tânia Marcia de; Nacife, Jean Mar; Guimarães, Ítalo Jose Basto; Vieira, Iago Rodrigues Abstract: Rural connectivity has a direct impact on the agricultural sector, and its absence represents a structural barrier that limits access to technical, productive, and management information for farming activities. This study emphasizes the relevance of mobile connectivity for family farming, analyzing how network coverage influences the integrated management of rural properties. The main objective is to evaluate the effects of mobile signal coverage on the management of family farming units in Rio Verde (GO), comparing areas with and without coverage. The research was conducted through bibliographic review, documentary analysis, and primary data collection with farmers, using both quantitative and qualitative approaches to broaden the understanding of the results. Findings reveal that, despite low income, limited mechanization, and restricted participation in public policies, farmers show high smartphone usage and strong awareness of the importance of connectivity for education, financial services, commercialization, and cooperation among producers. The study highlights the main challenges and opportunities for family farming in the context of digital transformation, showing that access to reliable internet can strengthen competitiveness, increase production efficiency, and reduce rural-to-urban migration. Connectivity, by enabling access to real-time weather forecasts, input prices, and market channels, becomes indispensable for the sustainability of family farming and for improving living conditions in rural áreas. Editor: Instituto Federal Goiano 2026-05-30T00:00:00Z