Uma ecologia de base complexa

This thesis objective systemize and discuss the ecological knowledge constructed by means of tradition knowledge with basis in a complex ecology (MORIN, 2002b). The conception of tradition knowledge (ALMEIDA, 2001c) corresponds to a diversity of knowledgement, of men and women, constructed from heteroclite elements of the geographic way, making use of analogies and homologies which serves as the base for this scientific inquiry. These knowledge are extremely related the context where these people are inserted. To construct an ecology of complex base is to understand that the reality is not given previously, and that its construction assumes indissociability among the elements that composes it, that is, between nature and society, material and immaterial elements. To incorporate the disorder, the uncertainty, the unpredictable and the auto-echo-organization as guide principles of a new ecology, constitutes in a new vision of the biological science and the scientific ecology in direction to a science of complexity. The work focuses the ecological knowledge of the Piató lagoon, municipality of Açu, in the State of Rio Grande do Norte, having as interlocutor of this boarding Mr. Francisco Lucas da Silva (known in the local as Chico Lucas), fisherman and agriculturist, who was born, and lives until today, in the community of Areia Branca, around the lagoon. Having for base the method as strategy (MORIN, 2001a), the research construction was performed through the realization of more than 10 trips carried out between the years of 2005 and 2007. In these trips the ecological aspects of the environments such as, the flora and the fauna, as well as the environmental impacts on the lagoon, were obtained in recorded dialogues and interviews with Chico Lucas, which were later transcripts. The information from there showed a natural and social complex reality, little known by Cartesian science, since it brings a wealth of details of daily life full, over all, for tradition knowing of the people that had lived there and the ones who remain living there. The thesis looks to understand the strategies of thought and the knowledge production referring to traditional knowing and its ability of interchange between different cognitive operators. The ecological knowledge that emerges of these knows reveals a systemic perception of the environment, presenting the beings and phenomena in its peculiarities and its degrees of complexity, but immutable in its indissociability

Conhecimento dos enfermeiros do Hospital Universitário Onofre Lopes sobre sistematização da assistência de Enfermagem

Nursing as a profession goes in search on quality of their care through new frameworks, trying to break postures of the health care system so fragmented in the care. To change professional practices, it is necessary to build their own knowledge grounded on Nursing Care System. The aim of this study was to analyze the influence of nurses' knowledge on care systematization in nursing in the University Hospital Natal-RN. It is an analytical descriptive study carried out at the Onofre Lopes University Hospital (HUOL), Natal-RN, 2010, the sample was composed of 40 active nurses working in hospitalization units of the hospital, the inclusion criteria were being in the monthly scale sector and agree to participate in the study. The non-participant observation and another interview were used for collecting data, statistical analysis was descriptive and inferential with reliability test, Pearson test, chi-square and Fischer, the variables that correlated were analyzed in a model Multiple logistic , calculating odds ratio. The results were: predominance of female professionals (90%), predominantly in the age range 39-46 years (37.5%), nurses who have the undergraduate degree at the Federal University of Rio Grande do Norte (80%), and who have expertise training as a minimal degree (62.5%). Among the surveyed, the knowledge showed significance with the graduation time (p = 0.018) and time working in HUOL (p = 0.036). The majority of the professionals surveyed do not know which organ is responsible for the SAE legislation (52.5%), aware of the steps needed to build the nursing diagnosis (92.5%), understand the characteristics of nursing planning (90% ). However the same professionals do not perform physical examination in patients (50.0%) did not classify the clinical findings (68.4%), and identify the problems encountered as a classification (13.2%). The planning of nursing care is carried out by verbal order of nurses (82.5%), 41% of the professionals assess only the intervention stage, in other words, the actions taken. Regarding the practical application of nursing records 53% of nurses do not realize records, 30.8% is incomplete, the other held notes (p = 0.003). The nurses know the nursing process (90% of appropriate responses), despite the actions defined by the theory are not applied in practice. Investigators believe the condition of the hospital teacher (22.5%) could positively affect the implementation of the SAE associated with the interest of professionals (20%). Of the respondents, 17.5% accept as truth the lack of facilities to assist the SAE implementation in the hospital. It was concluded that nurses know the theory that underlies the SAE and the nursing process, but do not develop the service know as well, there is need for action to boost the SAE implementation as practice of nurses in the hospital investigated

Validação de instrumentos para avaliação da habilidade e do conhecimento acerca da medida da pressão arterial

This study aimed to validate tools for evaluating the ability and knowledge about blood pressure (BP) among nursing students. It is a cross-sectional, descriptive, quantitative and methodological study accomplished at the Universidade Federal do Rio Grande do Norte (UFRN), Universidade do Estado do Rio Grande do Norte (UERN) and a private university of the state. The sample consisted of 27 judges of research selected from the inclusion criteria: nursing, teachers of the semiology and/or semiotics discipline, with at least 1 year of experience, being from UFRN, EEN, UERN and private university of the state and and agree to participate voluntarily with the signing of the consent form. The research was development in three stages: construction of two instruments based on the scientific literature, resulting in a structured checklist consists of 28 items and a knowledge questionnaire with 12 questions; submission of the instruments to the judges, in the period from June to September 2012, which should evaluate each item in appropriate , appropriate with changes and inappropriate , addition to making an overall assessment of each instrument based on 10 requirements; validation and verification to the level of agreement among the judges, through the application of Kappa and Content Validity Index (CVI). Was used the consensus level greater than 0.61 (good) to the Kappa index and greater than 0.75 for CVI. Was approved by the Ethics in Research / HUOL. After being coded and tabulated, the data were analyzed using descriptive statistics. Of the 27 judges who evaluated the instrument, 77.8% are female, with a mean age of 36.6 (± 9.0) years, 63.0% worked in UFRN, 74.1% had academic master and 63.0% worked exclusively on teaching. Average length of teaching experience was 7.9 (± 8.0) years and in the semiology and/or semiotics discipline of 5.5 (± 6.7) years. In the judgment of structured checklist and questionnaire of knowledge about blood pressure mensurement any item/question was considered inappropriate since all obtained level of agreement within the indices established (CVI> 0,75 E Kappa> 0.61). In relation to structured checklist, of those 28 items present, 9 showed perfect concordance index (CVI = 1.00, Kappa = 1.00) and another 19 were considered appropriate with changes, especially with regard to clarity and vocabulary. In the questionnaire of knowledge, among the 12 questions that comprised, 7 had perfect concordance index and the others were considered appropriate with changes as requirements as clarity, vocabulary, and feasible sequence of instructional topics. In terms of a overall evaluating of instruments, the structured checklist got CVI of 0.94 and Kappa of 0.89 and the knowledge questionnaire, CVI of 0.97 and a kappa of 0.94. Both instruments proved to be valid as to their content, configuring it as clear and objective tools of assessment of knowledge and ability on blood pressure, being of nursing students as well as others students and health professionals, since the use of valid measures seeking to reduce the risk of distorting the results

Validação de instrumentos para avaliação do conhecimento e da habilidade acerca da sondagem vesical de demora

That study had the aim to validate an instrument to evaluate the knowledge about the Urinary Catheterization (UC) in males. Cross-sectional, descriptive, quantitative and methodological study, accomplished in Universidade Federal do Rio Grande do Norte (UFRN), Universidade do Estado do Rio Grande do Norte (UERN) and a private university from Rio Grande do Norte. Sample of 27 judges selected from the inclusion criteria: registered nurses, discipline of semiology and/or semiotics teachers, with at least 1 year of experience in the disciplines, to work at UFRN, UERN or in private university and agree to participate voluntarily with the signing of the Consent Form. Study developed in three stages: a) elaboration of twos instruments based on the scientific literature, resulting in a structured observation script type checklist consisting of 36 items and a knowledge questionnaire with 12 questions; b) submission of instruments to judges from June to September 2012, which should evaluate each item in "adequate," "adequate with changes" and "inappropriate", and make an overall evaluation of each instrument based on 10 requirements; c) and validation with a verification of the agreement level among the judges, through the application of Kappa Index (K) and Content Validity Index (CVI). It was used the consensus level higher than 0.60 (good) for Kappa Index and higher than 0.70 for CVI. The research project had favorable opinion from the Ethics in Research/HUOL (CAAE n. 0002.0.294.000-10). After being coded and tabulated, the data were analyzed using descriptive statistics. Of the 27 judges who evaluated the instrument, 77.8% are female, with a mean age of 36.6 (± 9.0) years, 63.0% worked in UFRN, 74.1% had master degree and 63.0% worked exclusively on teaching. The experience time mean in teaching was 7.9 (± 8.0) years and in the disciplines of semiology and/or semiotics in nursing was 5.5 (± 6.7) years. In judgment of the checklist and knowledge questionnaire, no step/question was considered inappropriate, since all achieved level of agreement within the established values. All the checklist steps obtained good to excellent K (between 0.60 and 1.00). Of the 36 items, 25 had excellent K (0.75 ≤ K <1.00) and excellent total K (K = 0.83). Regarding the IVC, all steps reached levels above 0.70 (between 0.74 and 1.00) and CVI total was 0.90. All questionnaire questions evaluated separately (K from 0.60 to 0.93 and CVI from 0.74 to 0.96) and generally (K from 0.79 to 1.00 and CVI from 0.89 to 1.00) had evaluation levels of content validity within the established values. The instruments were reformulated based on the agreement levels between judges and international guidelines, dissertations and scientific articles. Both instruments proved to be valid regarding to their content, allowing a clear and objective evaluation of knowledge and skills about UC, both nursing students as well as other students and health professionals, since the use of valid measures seeking the reduction of the risk of the results distorted

Validação de instrumentos para avaliação do conhecimento e da habilidade acerca da punção venosa periférica com cateter agulhado

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Validação de conteúdo de instrumentos sobre conhecimento e habilidade em sondagem nasogástrica

Este estudo teve como objetivo construir e validar conteúdo de instrumentos avaliativos sobre conhecimento e habilidade de enfermagem no procedimento de sondagem nasogástrica. Trata-se de um estudo metodológico realizado na Universidade Federal do Rio Grande do Norte (UFRN) e na Universidade do Estado do Rio Grande do Norte (UERN). A amostra foi composta por 23 juízes, selecionados a partir dos critérios de inclusão: serem enfermeiros, docentes nas disciplinas de Semiologia e/ou Semiotécnica de Enfermagem, ter no mínimo um ano de experiência nestas disciplinas e ser das instituições selecionadas para o estudo. A pesquisa se desenvolveu em três etapas: (A) construção de dois instrumentos com base na revisão da literatura que resultou em um roteiro de observação da habilidade estruturado composto por 28 itens e um questionário sobre o conhecimento com 12 questões; (B) submissão dos instrumentos aos juízes, no período de junho a setembro de 2012, os quais deveriam julgar cada item como adequado , adequado com alterações ou inadequado , além de fazer uma avaliação geral de cada instrumento baseada em 10 critérios adaptados do referencial metodológico de Pasquali; e (C) validação com a verificação do nível de concordância entre os juízes, por meio da aplicação do Índice de Validade de Conteúdo (IVC) e do Índice Kappa. Utilizou-se o nível de consenso maior que 0,75 para o IVC e maior que 0,61 (bom) para o Índice Kappa. Estudo aprovado pelo Comitê de Ética em Pesquisa do Hospital Universitário Onofre Lopes (CEP/HUOL), sob CAAE nº 0002.0.294.000-10. Após serem codificados e tabulados, os dados foram analisados por meio de estatística descritiva. Dos 23 juízes, 87% eram do sexo feminino, com média de idade de 36,5 anos, 73,9% atuavam na UFRN, 78,3% possuíam mestrado acadêmico e 69,6% atuavam exclusivamente na docência. A média de tempo de experiência na docência foi de 7,9 anos e nas disciplinas de Semiologia e/ou Semiotécnica de Enfermagem foi de 5,6 anos. No julgamento do roteiro de observação estruturado e do questionário sobre o conhecimento, nenhum item/questão considerou-se inadequado, uma vez que todos obtiveram nível de concordância dentro dos índices estabelecidos (IVC > a 0,75 e Kappa > 0,61). Em relação ao roteiro estruturado para avaliar habilidade, dos 28 itens presentes, 13 apresentaram índice de concordância perfeito (IVC=1,00; Kappa= 1,00) e outros 15 foram considerados adequados com alterações, principalmente no que diz respeito à sequência instrucional dos tópicos, clareza e vocabulário. No questionário sobre o conhecimento, dentre as 12 questões que o compunham, 03 apresentaram índice de concordância perfeito e as demais adequadas com alterações quanto aos critérios vocabulário, clareza, atualização e precisão. Em relação à avaliação geral dos instrumentos, o roteiro estruturado de habilidade obteve IVC de 0,95 e Kappa de 0,91 e o questionário do conhecimento, IVC de 0,97 e Kappa de 0,94. Os dois instrumentos mostraram-se válidos quanto ao seu conteúdo, e constituem ferramentas para fomentar a qualidade da assistência de enfermagem em relação ao conhecimento e à habilidade em sondagem nasogástrica

Influência das dimensões organizacionais na gestão do conhecimento: pesquisa empírica na rede de hoteleira de Natal/RN

This dissertation of Master of Science investigates the influence of the organization dimensions in the development of the management of the knowledge in the administrative activities developed by the tourist sector of the city of the Natal/RN. The adopted methodology was a descriptive research and exploration, using the technique of analysis of Cluster and Box Multiple Plot. The objective of if using descriptive and exploration analysis of the absolute values and the gotten percentages, are to present, on the basis of the studied dimensions, the degree of importance and the agreement related to the organization knowledge in the perception of the interviewed ones. The used instrument of research was a composed questionnaire for two parts: study of the management of the knowledge and profiles of the companies and interviewed. This questionnaire aims at the study of the organization environment, evidencing if the same it propitiates one administrative politics directed for the creation, storage and dissemination of the organization knowledge. Of this form, the general result presented a relationship of the content seen in the bibliography with the activities developed in the hotels, demonstrating that the management of the organization knowledge is of great importance for the development of this activity

Inovação e gestão do conhecimento no setor petrolífero do RN

Este trabalho apresenta um estudo da Gestão do Conhecimento (GC) no sistema petrolífero do Rio Grande do Norte, considerando possíveis inovações resultantes dessa gestão. Inicialmente, foi feita uma abordagem com relação as características do sistema de petróleo e gás do RN, com base em conceitos disponíveis na literatura. Visou atender aos seguintes objetivos: diagnosticar a rede de empresas do setor petrolífero do RN, identificando qual o estágio de GC em que elas se encontram; identificar e avaliar as práticas de GC utilizadas internamente na Petrobras e nas suas interações dentro da aglomeração; caracterizar a ocorrência das relações entre a UFRN (Universidade Federal do Rio Grande do Norte) x Petrobras. Para alcançar tais objetivos foi desenvolvido um formulário baseado em indicadores de GC e na PINTEC2005 (IBGE), o qual foi aplicado em três grupos: PETROBRAS, Fornecedores da PETROBRAS e UFRN. Como resultados obtidos têm-se: uma análise da GC na PETROBRAS, da GC nos Fornecedores e da cooperação para inovação entre os participantes do sistema, sendo apresentado um estudo da parceria para inovação entre a UFRN x PETROBRAS. Conclui-se que o sistema é uma aglomeração e que apresenta características de um Cluster. Conclui-se ainda que a GC na PETROBRAS encontra-se em fase avançada de implantação no âmbito da corporação, e a parceria entre UFRN e Petrobras pode ser utilizada como modelo de sucesso de integração entre empresas e instituições de pesquisa. Ao final são apresentados, em especial, os resultados obtidos com relação à gestão do conhecimento para a inovação na rede de empresas que operam o sistema petrolífero no Rio Grande do Norte, objetivo principal desta dissertação

Análise dos indicadores de qualidade versus taxa de abandono utilizando método de regressão múltipla para serviço de banda larga

Telecommunication is one of the most dynamic and strategic areas in the world. Many technological innovations has modified the way information is exchanged. Information and knowledge are now shared in networks. Broadband Internet is the new way of sharing contents and information. This dissertation deals with performance indicators related to maintenance services of telecommunications networks and uses models of multivariate regression to estimate churn, which is the loss of customers to other companies. In a competitive environment, telecommunications companies have devised strategies to minimize the loss of customers. Loosing customers presents a higher cost than obtaining new ones. Corporations have plenty of data stored in a diversity of databases. Usually the data are not explored properly. This work uses the Knowledge Discovery in Databases (KDD) to establish rules and new models to explain how churn, as a dependent variable, are related to a diversity of service indicators, such as time to deploy the service (in hours), time to repair (in hours), and so on. Extraction of meaningful knowledge is, in many cases, a challenge. Models were tested and statistically analyzed. The work also shows results that allows the analysis and identification of which quality services indicators influence the churn. Actions are also proposed to solve, at least in part, this problem

Desacoplamento de um gerador síncrono através de um controle adaptativo por modelo de referência baseado em funções de Base radial

An alternative nonlinear technique for decoupling and control is presented. This technique is based on a RBF (Radial Basis Functions) neural network and it is applied to the synchronous generator model. The synchronous generator is a coupled system, in other words, a change at one input variable of the system, changes more than one output. The RBF network will perform the decoupling, separating the control of the following outputs variables: the load angle and flux linkage in the field winding. This technique does not require knowledge of the system parameters and, due the nature of radial basis functions, it shows itself stable to parametric uncertainties, disturbances and simpler when it is applied in control. The RBF decoupler is designed in this work for decouple a nonlinear MIMO system with two inputs and two outputs. The weights between hidden and output layer are modified online, using an adaptive law in real time. The adaptive law is developed by Lyapunov s Method. A decoupling adaptive controller uses the errors between system outputs and model outputs, and filtered outputs of the system to produce control signals. The RBF network forces each outputs of generator to behave like reference model. When the RBF approaches adequately control signals, the system decoupling is achieved. A mathematical proof and analysis are showed. Simulations are presented to show the performance and robustness of the RBF network

Roteamento em Redes de Sensores Sem Fios Com Base Em Aprendizagem Por Reforço

The use of wireless sensor and actuator networks in industry has been increasing past few years, bringing multiple benefits compared to wired systems, like network flexibility and manageability. Such networks consists of a possibly large number of small and autonomous sensor and actuator devices with wireless communication capabilities. The data collected by sensors are sent directly or through intermediary nodes along the network to a base station called sink node. The data routing in this environment is an essential matter since it is strictly bounded to the energy efficiency, thus the network lifetime. This work investigates the application of a routing technique based on Reinforcement Learning s Q-Learning algorithm to a wireless sensor network by using an NS-2 simulated environment. Several metrics like energy consumption, data packet delivery rates and delays are used to validate de proposal comparing it with another solutions existing in the literature

Análise do comportamento mecânico de espumas cerâmicas a base de alumina obtidas pelo método da réplica

Ceramics with porous cellular structure, called ceramic foams, have a potential use in several applications, such as: thermal insulation, catalyst supports, filters, and others. Among these techniques to obtain porous ceramics the replication method is an important process. This method consists of impregnation of a sponge (usually polymer) with ceramic slurry, followed by a heat treatment, which will happen the decomposition of organic material and sintering the ceramic material, resulting in a ceramic structure which is a replica of impregnated sponge. Knowledge of the mechanical properties of these ceramics is important for these materials can be used commercially. Gibson and Ashby developed a mathematical model to describe the mechanical behavior of cellular solids. This model wasn´t for describing the ceramics behavior produced by the replica method, because it doesn´t consider the defects from this type of processing. In this study were researched mechanical behavior of porous alumina ceramics obtained by the replica method and proposed modifications to the model of Gibson and Ashby to accommodate this material. The polymer sponge used in processing was characterized by thermogravimetric analysis and scanning electron microscopy. The materials obtained after sintering were characterized by mechanical strength tests on 4-point bending and compression, density and porosity and by scanning electron microscopy. From these results it was evaluated the mechanical strength behavior compared to Gibson and Ashby model for solid cellular structure and was proposed a correction of this model through a factor related to struts integrity degree, which consider fissures present in the structure of these materials besides defects geometry within the struts

Envelhecimento ambiental em compósitos poliméricos à base de tecidos de reforços híbridos

The utilization of synthetic fibers for plastic reinforcement is more and more frequent and this growing interest requires that their mechanic behavior under the most variable conditions of structural applications be known. The use of such materials in the open and exposed to the elements is one of them. In this case, it becomes extremely necessary to study their mechanical properties (strength, stiffness) and the mechanism of fracture by which the environment aging them out. In order to do that, the material must be submitted to hot steam and ultraviolet radiation exposure cycles, according to periods of time determined by the norms. This study proposal deals with the investigation of accelerated environmental aging in two laminated polymeric composites reinforced by hybrid woven made up of synthetic fibers. The configurations of the laminated composites are defined as: one laminate reinforced with hybrid woven of glass fibers/E and Kevlar fibers/49 (LHVK) and the other laminate is reinforced with hybrid tissue of glass fibers/E and of carbon fibers AS4 (LHVC). The woven are plane and bidirectional. Both laminates are impregnated with a thermofix resin called Derakane 470-300 Epoxy Vinyl-Ester and they form a total of four layers. The laminates were industrially manufactured and were made through the process of hand-lay-up. Comparative analyses were carried out between their mechanical properties by submitting specimen to uniaxial loading tractions and three-point flexion. The specimen were tested both from their original state, that is, without being environmentally aging out, and after environmental aging. This last state was reached by using the environmental aging chamber

Tratamento hidrotérmico na manutenção da qualidade pós-colheita de maracujá-amarelo

Objetivando avaliar o efeito da temperatura de imersão na manutenção da qualidade pós-colheita de frutos de maracujá-amarelo, instalou-se na FCA/UNESP este experimento, composto pelos seguintes tratamentos: T1 (testemunha); T2 (35&deg;C por 2 horas); T3 (35&deg;C por 4 horas); T4 (43&deg;C por 2 horas); T5 (43&deg;C por 4 horas); T6 (53&deg;C por 2 horas); T7 (53&deg;C por 4 horas), sendo os frutos mantidos em câmaras BOD a 12 ± 1 &deg;C e 80-90% UR. A cada três dias, foram retiradas amostras dos tratamentos para as seguintes análises: Grupo destrutivo - pH, firmeza, sólidos solúveis (SS), acidez titulável (AT), relação (SS/AT), rendimento de polpa e vitamina C; e para o grupo-controle determinaram-se perda de massa e coloração da casca. Com base nos resultados obtidos, os tratamentos hidrotérmicos dos frutos, com temperaturas menores, como é o caso do T2 e T3, apresentaram frutos com menor perda de massa, melhor manutenção da coloração, boa manutenção da firmeza da casca e teores razoáveis de vitamina C, enquanto as temperaturas mais elevadas causaram danos à aparência dos frutos (queima da casca) e reduziram os teores de vitamina C na polpa.

Simulação do sistema de esgotamento sanitário de Ponta Negra- Natal: mitigação dos riscos ambientais e estratégia de manutenção preditiva

The simulation of SES-Natal Ponta Negra: mitigation of environmental risks and predictive maintenance strategy was developed in the context of several operational irregularities in the pumping stations and sewage systems in the system Ponta Negra. Thus, the environmental risks and complaints against the company due to overflows of sewage into the public thoroughfare became common. This neighborhood has shown in recent years an increase of resident higher than the initial expectation of growth. In this sense presumed the large population growth and generation of sewers higher than expected, associated to the use of corrective maintenance and misuse of the system may be the main causes of operational failures occurring in the SES. This study aimed at analyzing the hydraulic behavior of SES Ponta Negrathrough numerical simulation of its operation associated to future scenarios of occupation. The SES Ponta Negra has a long lengthof collection networks and 6 pumping stations interconnected, being EE 1, 2, 4 coastal way, and beach Shopping interconnected EE3 to receives all sewers pumped from the rest pumping station and pumped to the sewage treatment station of neighborhood which consists of a facultative pond followed by three maturation ponds with disposal of treated effluent into infiltration ditches. Oncethey are connected with each other, the study was conducted considering the days and times of higher inflow for all lifts. Furthermore, with the aim of measuring the gatherer network failures were conducted data survey of on the networks. Thephysical and operational survey data was conducted between January/2011 and janeiro/2012. The simulation of the SES was developed with the aim ofdemonstrating its functioning, eithercurrently and in the coming years, based in population estimates and sewage flow. The collected data represents the current framework of the pumping stations of the SES Ponta Negra and served as input to the model developed in MS Excel ® spreadsheet which allowed simulating the behavior of SES in future scenarios. The results of this study show thatBeach Shopping Pumping Station is actually undersized and presents serious functioning problemsthatmay compromise the environmental quality of surrounding area. The other pumping stations of the system will reach itsmaximum capacity between 2013 and 2015, although the EE1 and EE3 demonstrateoperation capacity, even precariously, until 2017. Moreover, it was observed that the misuse of the network system, due to the input of both garbage and stormwater, are major factors of failures that occur in the SES. Finally, it was found that the corrective maintenance appliance, rather than predictive,has proven to beinefficient because of the serious failuresin the system, causing damage to the environment and health risks to users