https://tede.unioeste.br/handle/tede/550 Thu, 05 Feb 2026 00:19:56 GMT 2026-02-05T00:19:56Z https://tede.unioeste.br/handle/tede/8210 Title: Comparação de protótipo localizador de faltas com relés comerciais: um estudo para identificação de melhorias Autor: Pereira, Eduardo Henrique Primeiro orientador: Motter, Daniel Abstract: Fault location (FL) in transmission lines (TL) plays a strategic role in the operation of electric power systems, as it makes it possible to precisely identify the point of occurrence of disturbances and reduce system restoration time. In this way, accurate FL estimates contribute to efficient service restoration and optimize maintenance activities, thus increasing system reliability. With the objective of monitoring signals and recording disturbances at points of interest, Itaipu Parquetec, with the support of ITAIPU Binacional, developed a device that integrates the functionalities of a Digital Fault Recorder (DFR) and a Phasor Measurement Unit (PMU), resulting in the Disturbance Recorder and Phasor Measurement Unit (RPMF), with its latest update being the addition of an LF module for LTs. Considering the need to test and enhance these updates, this work presents a comparative evaluation of the RPMF’s LF prototype with commercial LF estimators, in order to assess the technological compatibility between the products, as well as to verify whether the proposed multi-method can be applied to more critical LTs without the need for flexibility. To achieve this, real-time simulations were carried out using a Hardware-inthe-loop configuration, in which the RPMF and two intelligent electronic devices (IEDs) were connected in parallel to amplifiers controlled by a Real-Time Digital Simulator (RTDS). The LTused as a model in the tests is part of the Paraguayan power system, selected due to ITAIPU’s interest and aiming for future applications of the LF prototype at the location. In addition to the comparison with the commercial IEDs, the performance of the main LF methods present in the RPMF algorithm was also evaluated, namely: (i) Impedance Method, (ii) Reactance Method, (iii) Simple Takagi, (iv) Negative-Sequence Polarized Takagi, and (v) Zero-Sequence Polarized Takagi. A series of tests was conducted simulating various fault scenarios, including variations in fault type, resistance, incidence angle, and distance to the fault point. The analysis of the results allowed for a comparison between the methods implemented in the RPMF and the other evaluated equipment. The results obtained demonstrate that the RPMF presents satisfactory performance, comparable to the commercial solutions analyzed, and stands out in various scenarios. Furthermore, the analysis of the RPMF methods evidenced potential for multimethod improvement, revealing the possibility of recommendations for strategic adjustments that would increase its accuracy in more critical LTs. Thus, the study reinforces the viability of the RPMF as a promising national solution for LF, distinguishing itself by its performance and flexibility for adaptation to different conditions, while also indicating paths for future developments. Publisher: Universidade Estadual do Oeste do Paraná Tipo do documento: Dissertação Thu, 27 Nov 2025 00:00:00 GMT https://tede.unioeste.br/handle/tede/8210 2025-11-27T00:00:00Z https://tede.unioeste.br/handle/tede/8208 Title: Avaliação de representações simbólicas de movimentos articulares humanos com SAX e SFA a partir de dados de acelerômetro Autor: Merencia, Ana Paula Primeiro orientador: Lee, Huei Diana Abstract: The monitoring and analysis of human joint movements using inertial sensors have become accessible and effective alternatives in fields such as rehabilitation, ergonomics, and telemedicine. However, the high dimensionality and individual variability of these signals hinder direct interpretation, calling for representation strategies that reduce complexity without discarding relevant information. This study investigates the symbolic representation methods SAX and SFA applied to time series acquired by smartphone accelerometers from eight healthy participants during the controlled execution of elbow flexion/extension, shoulder abduction/adduction, and shoulder circumduction. The experimental protocol comprised three bouts of ten cycles for each movement, with standardization and supervision by a physical education professional. We evaluated different symbolic configurations by varying the alphabet size (3, 7, and 10 symbols) and the strategies for generating the reference word, and performed a quantitative analysis based on the Hamming distance between symbolic sequences. Statistical significance was assessed using the Friedman test with Nemenyi post-hoc multiple comparisons. Results show that Standard SFA yielded, in most configurations, lower Hamming distances and greater between-subject homogeneity—especially with reduced alphabets (três and sete symbols)—confirming its suitability for more regular movements such as elbow flexion/extension and shoulder abduction/adduction. For shoulder circumduction, characterized by higher inter- and intra-subject variability, Standard SAX performed better with smaller alphabets, underscoring the importance of selecting the method according to movement complexity. Overall, the symbolic approaches preserved salient signal patterns at low computational cost, supporting their potential for deployment in rehabilitation systems and telemedicine e-health platforms. This work contributes a detailed comparative analysis between SAX and SFA across different movements and conditions, highlighting their limitations, strengths, and scenarios of best applicability. Publisher: Universidade Estadual do Oeste do Paraná Tipo do documento: Dissertação Thu, 02 Oct 2025 00:00:00 GMT https://tede.unioeste.br/handle/tede/8208 2025-10-02T00:00:00Z https://tede.unioeste.br/handle/tede/8175 Title: Modelagem da redução na taxa de crescimento do consumo de energia elétrica com uso de técnicas de séries temporais interrompidas Autor: Ribeiro, Ana Bheatriz Bertoncelo Primeiro orientador: Franco, Edgar Manuel Carreño Abstract: Electricity consumption in Brazil reflects economic, social, and technological transformations, making it essential to understand its changes in order to support public policies and sectoral planning. This study combines segmented regression and interrupted time series methods applied to total, regional, and sectoral consumption, seeking to capture structural shifts and longterm trends. Monitoring the reduction in the growth rate of electricity consumption is crucial for understanding the structural transformations of the energy sector. The proposed methodology has a general scope and can be replicated in different contexts; in this study, it was applied to the Brazilian case, given the scarcity of analyses focused on the long-term dynamics of energy consumption in the country. The results indicate the strong influence of past consumption on future demand and the relevance of external variables in explaining gradual adjustments in consumption patterns. Three main phases were identified: the reduction in industrial consumption associated with deindustrialization, the sharp decline in residential and commercial use during the 2014–2016 economic crisis, and the ongoing impacts of energy efficiency measures and the expansion of distributed solar generation, which have contributed to moderating demand growth. The analysis highlights the usefulness of flexible and replicable approaches to understanding dynamic patterns of energy use, with potential application in different contexts and regions. Publisher: Universidade Estadual do Oeste do Paraná Tipo do documento: Dissertação Fri, 30 May 2025 00:00:00 GMT https://tede.unioeste.br/handle/tede/8175 2025-05-30T00:00:00Z https://tede.unioeste.br/handle/tede/8123 Title: Sistema de gerenciamento de baterias para Aplicações em segunda vida considerando diferentes arranjos de baterias do tipo ZEBRA Autor: Peron, Henrique Primeiro orientador: Marujo, Diogo Abstract: The current energy scenario demands sustainable solutions for the reuse of electric vehicle batteries and the development of stationary applications for systemic energy generation and distribution services. In this context, the objective of this research was to design and validate the software for BMS capable of adapting to different topologies of storage systems using second-life batteries. To this end, a modular architecture was adopted, based on the FreeRTOS real-time operating system, with a centralized data structure that allows the dynamic reconfiguration of operating parameters from the Modbus RTU and CANopen protocols without the need to reprogram the device. The experimental validation involved tests of communication, protection, temperature control, insulation fault detection and evaluation of the accuracy of voltage and current measurements, all performed on the bench. Additionally, active balancing modules were developed and tested with ZEBRA batteries and lithium batteries, in which the technical feasibility of the solution was demonstrated, evidencing the ability of the BMS to operate with different battery technologies. The versatility of the system was also proven by its application in several projects at Itaipu Parquetec, including emergency energy storage initiatives, residential energy backup or microgrids for green hydrogen production. The developed software could be applied to two versions of the flexible BMS hardware: the BMSIoT, with multiple string monitoring capabilities and IoT connectivity, and the BMS-1S, a more compact solution designed for monitoring a single string; in addition, the same software model was used in the design of a BMS for lithium batteries. This work represents a significant contribution to enabling the reuse of ZEBRA and other second-life batteries, offering a valuable tool for research and development of new applications. Publisher: Universidade Estadual do Oeste do Paraná Tipo do documento: Dissertação Fri, 29 Aug 2025 00:00:00 GMT https://tede.unioeste.br/handle/tede/8123 2025-08-29T00:00:00Z