A perceção dos chefs sobre o conceito de alimentação saudável e sua influência no bem-estar das pessoas : um estudo exploratório

As artes culinárias, os seus intervenientes e a envolvente associada às mesmas, assumem hoje um interesse crescente por parte dos consumidores, podendo funcionar como uma ferramenta de educação, tornando os consumidores mais recetivos à influência da alimentação na saúde. Por outro lado, o entretenimento direcionado para alimentação poderá conduzir o consumidor a um desvio das suas práticas alimentares saudáveis, envolvendo os espetadores numa fantasia e glamour, de cenários encenados que parecem reais em particular para pessoas sem qualificações em artes culinárias. Esta investigação pretende aferir a perceção dos Chefs sobre o conceito de alimentação saudável e a sua influência no bem-estar das pessoas na região da grande Lisboa. Metodologicamente, realizaram-se entrevistas a Chefs, privilegiando o método qualitativo. A informação recolhida foi tratada recorrendo-se à análise de conteúdo, utilizando-se o software QSR Nvivo 10®. As entrevistas seguiram um guião pré-estabelecido, incidindo sobre os seguintes temas: i) hábitos alimentares dos Chefs em casa; ii) perceção sobre alimentação saudável; iii) práticas em contexto de trabalho. Os Chefs percecionaram corretamente o conceito de alimentação saudável e associaram o bem-estar como o principal benefício associado à sua prática. Porém, nos seus locais de trabalho, os Chefs referem que se sentem pressionados pelas questões economicistas aquando da elaboração das suas receitas. Importa pois promover uma oferta alimentar atrativa e simultaneamente saudável, contribuindo para o bem-estar das pessoas.

Genotoxicity biomarkers in occupational exposure to formaldehyde: the case of histopathology laboratories

Formaldehyde, classified by the IARC as carcinogenic in humans and experimental animals, is a chemical agent that is widely used in histopathology laboratories. The exposure to this substance is epidemiologically linked to cancer and to nuclear changes detected by the cytokinesis-block micronucleus test (CBMN). This method is extensively used in molecular epidemiology, since it provides information on several biomarkers of genotoxicity, such as micronuclei (MN), which are biomarkers of chromosomes breakage or loss, nucleoplasmic bridges (NPB), common biomarkers of chromosome rearrangement, poor repair and/or telomere fusion, and nuclear buds (NBUD), biomarkers of elimination of amplified DNA. The aim of this study is to compare the frequency of genotoxicity biomarkers, provided by the CBMN assay in peripheral lymphocytes and the MN test in buccal cells, between individuals occupationally exposed and non-exposed to formaldehyde and other environmental factors, namely tobacco and alcohol consumption. The sample comprised two groups: 56 individuals occupationally exposed to formaldehyde (cases) and 85 unexposed individuals (controls), from whom both peripheral blood and exfoliated epithelial cells of the oral mucosa were collected in order to measure the genetic endpoints proposed in this study. The mean level of TWA8h was 0.16±0.11ppm (habits did not influence the frequency of the biomarkers, whereas alcohol consumption only influenced the MN frequency in lymphocytes in controls (p = 0.011), with drinkers showing higher mean values. These results provide evidence of the association between occupational exposure to formaldehyde and the presence of genotoxicity biomarkers.

Smoking, consumption of alcohol and sedentary life style in population grouping and their relationships with lipemic disorders

The study, part of the project "Atherosclerotic cardiovascular diseases, lipemic disorders, hypertension, obesity and diabetis mellitus in a population of the metropolitan area of the southeastern region of Brazil", had the following objectives: a) the characterization and distribution among typical human socio-economic groupings, of the prevalence of some particular habits which constitute aspects of life-style-the use of tobacco, the use of alcohol and sedentary activity; b) the establishment of the interrelation between the above-mentioned habits and some lipemic disorders. The prevalence of the habits cited behaved in the following manner: the use of tobacco predominated among men, distributed uniformly throughout the social strata; among the women the average percentage of smokers was 18,9%, a significant difference occurring among the highest socio-economic class, where the average was of 40.2%. The sedentary style of life presented high prevalence, among both men and women with exception of the women of the highest socio-economic level and of the skilled working class. The use of alcohol, as one would expect, is a habit basically practised by the men, without any statistically significant differences between classes. For the purpose of establishing associations between these risk fictors and lipemic conditions four situations were chosen, of the following characteristics: 1- total cholesterol > or = 220 mg/dl and triglycerides > or = 150 mg/dl; 2- HDL cholesterol <35 mg/dl for men and <45 mg/dl for women and triglycerides levels > or = 150 mg/dl; 3- HDL cholesterol <35 mg/dl for men and <45 mg/dl for women and triglycerides levels <150 mg/dl; 4- total cholesterol 220 mg/dl with triglycerides levels <150 mg/dl. Six models of multiple (backward) regression were established, with seven independent variables- age, sex, use of tobacco, consumption of alcohol, light physical activity, hypertension and obesity. Significant associations (P<0,05) were revealed with hypercholesterolemia, accompanied by triglyceride levels > or = 150 mg/dl, and the following independent variables: age, use of tobacco and the interactions between obesity and smoking, age and sedentary lifestyle, sex and obesity (R2=22%); the standardized B coefficient showed that the variables with the greatest weight in the forecasting of the variation in the levels of cholesterol were smoking and the interaction between obesity and smoking. The hypercholesterolemia accompanied by triglycerides levels <150 mg/dl showed a positive association between total cholesterol and sex and the interactions obesity/smoking and sex/obesity. As regards HDL cholesterol accompanied by triglyceride/ levels > or = 150 mg/dl was inversely associated with obesity and the interaction smoking/ age and directly with age (R=31%). The standardized B coeffients, indicated that the variables obesity and the interactions smoking/age possessed a weight three times greater than age alone in accounting for the variation in the serum levels of HDL cholesterol. When accompanied by triglycerides <150 mg/dl there was no association between and the independent variables and the set of them presented R equal to 22%. The sum of top, in the population stutied in this project, the component habits of life-style (smoking, alcohol consumption and sedentary activity) which constitute risk factors which determine morbidity from atherosclerotic cardiovascular diseases are be found distributed through all the typical social groupings of this particular form of social organization. On the other hand, the seven independent variables used in the multiple regression models for the explanation of the lipemic conditions considered presented multiple determination coefficients which varied, approximately, between 20% and 30%. Thus it is important that in the genetic epidemiology the study of the morbidities in question be emphasized.

Perfil lipídico em estudantes do ensino superior: caracterização numa população de jovens

O perfil lipídico é condicionado por diversos fatores, entre os quais os estilos de vida, a prática de exercício físico e os hábitos alimentares. Com o presente estudo pretende‑se avaliar o perfil lipídico numa população de jovens e estudar a sua associação com o índice de massa corporal, com os estilos de vida e os hábitos alimentares. Com um estudo exploratório descritivo, transversal, foi determinado o perfil lipídico de 97 estudantes, voluntários, do ensino superior, com idades compreendidas entre os 18 e os 25 anos. O perfil lipídico foi determinado pelo doseamento do colesterol total e frações (HDL e LDL) e triglicéridos. Foi identificado o índice de massa corporal e hábitos e estilos de vida, recolhidos pela aplicação de um questionário validado. No presente estudo não se observou alteração significativa do perfil lipídico, do IMC nem com o total do score alimentar. Não se encontraram associações entre as alterações lipídicas e o género, sendo que, nos estudantes com hábitos tabágicos, a fração HDL se encontrava mais baixa. O baixo score alimentar não se encontra associado ao perfil lipídico, o mesmo não se verificando em relação à prática de exercício físico. Verificou‑se um perfil lipídico alterado em 44,4% dos participantes, média de colesterol de 198,04mg/dl, triglicéridos de 82,58mg/dl, que são valores elevados para esta faixa etária. Os resultados deste estudo indicam que esta população deve monitorizar os fatores de risco de modo a prevenir patologia do foro cardio e cerebrovascular. ABSTRACT - The lipid profile is conditioned by several factors including the styles of life, physical exercise and eating habits. The present study is to evaluate the lipid profile in a population of students in higher education, and study their association with body mass index, with the lifestyles and eating habits. A descriptive exploratory study, transversal, we determined the lipid profile of 97 students, volunteers, higher education, aged 18 to 25 years. The lipid profile was determined by assay of total cholesterol and fractions (HDL and LDL) and triglycerides. It identified the body mass index and habits and lifestyles, collected by applying a validated questionnaire. In the present study, no significant change in lipid profile, BMI, nor with the total food score. No associations were found between lipid disorders and gender, and smoking habits in the students with the HDL fraction was lower. The low food score is not associated with lipid profile, the same was not observed in relation to physical exercise. There is an altered lipid profile in 44.4% of participants, average 198.04mg/dl cholesterol, triglycerides 82.58mg/dl, which are high values for this age group. The results of this study indicate that this population is to monitor the risk factors to prevent cardiovascular and cerebrovascular diseases.

Factors affecting nutrition behavior among middle-class adolescents in urban area of Northern region of Brazil

INTRODUCTION: Brazil has been called a nation in nutrition transitional because of recent increases in the prevalence of obesity and related chronic diseases. With overweight conditions already prevalent among middle-income populations, there exists a need to identify factors that influence nutrition behavior within this group. OBJECTIVE: To address this subject, a research study was implemented among middle-class adolescents attending a large private secondary school in Manaus, Amazonas, Brazil. The study determined the availability and accessibility of snack foods as well as subjects’ attitudes and preferences towards, and the influence of family and friends on healthy (high-nutrient density) snack choices. METHODS: The 4-stage process included: (a) a nutrition expert focus group discussion that reported local nutrition problems in general and factors related to adolescent nutrition, (b) an adolescent pilot survey (n=63) that solicited information about snacking preferences and habits as well as resources for nutrition information and snack money; (c) a survey of various area food market sources to determine the availability and accessibility of high nutrient density snacks; and (d) a follow-up adolescent survey (n=55) that measured snack food preferences and perceptions about their cost and availability. RESULTS: Results included the finding that, although affordable high nutrient density snacks were available, preferences for low nutrient density snacks prevailed. The adolescents were reportedly more likely to be influenced by and obtain nutrition information from family members than friends. CONCLUSION: From study results it is apparent that a focus on food availability will not automatically result in proper nutritional practices among adolescents. This fact and the parental influence detected are evidence of a need to involve adolescents and their parents in nutrition education campaigns to improve adolescent snack food choices.

Epidemiological aspects of centipede (Scolopendromorphae: Chilopoda) bites registered in Greater S. Paulo, SP, Brazil

INTRODUCTION: The lack of basic knowledge on venomous arthropods and the benignity of the clinical manifestations contribute to the centipede bite victims' not being taken to a treatment reference center, leading to underestimation of the number of cases and minimizing the possibility of a broader epidemiological view. An inventory of the centipede bite occurrences in Greater S. Paulo, Brazil, and the therapeutic methods employed, by the main Brazilian medical center for the notification of poisoning by venomous animals, is presented. METHOD: All patient cards of the period 1980-1989 have been checked as to place, month and time of occurrence; sex, age, affected part of the body, signs and symptoms have been observed, as well as the therapeutic methods employed. The centipedes that caused the accidents were identified at the Arthropods Laboratory. RESULTS: It was registered 216 accidents, with a 69% predominance of the Greater S. Paulo and in only 63% of the cases (136) was the agent brought in by the victim for identification. The genera most frequently represented were Cryptops (58%), Otostigmus (33%) and Scolopendra (4%). Of the 136 cases, 87% showed erythema, edema, hemorrhage, burns, cephalalgia, and intense pain. There was a predominance of accidents in the warm rainy season, in the morning and for females between 21 and 60 years of age. Hands and feet were the parts of the body most affected. The benign evolution of the clinical picture (54%) made therapeutical treatment unnecessary. Only the victims of Scolopendra and Otostigmus (46%) were medicated with anesthetics (51%), analgesics (25%), antihistamines and cortisone (24%). CONCLUSION: The reproductive period of the centipedes, associated with their sinanthropic habits, contributes to the greater incidence of accidents in urban areas in the warm rainy season. Only patients bitten by Scolopendra and Otostigmus require therapeutical treatment.

The Bambuí health and ageing study (BHAS): methodological approach and preliminary results of a population-based cohort study of the elderly in Brazil

OBJECTIVE: A cohort study has been designed to identify predictors of adverse health events in the elderly. The methodology of the study and preliminary descriptive results are presented. METHODS: The study population comprises all residents of Bambuí (Minas Gerais, Brazil), aged 60 or more years (n=1.742). From these, 92.2% were interviewed and 85.9% underwent clinical examination, consisting of haematological and biochemical tests, serology for Trypanosoma cruzi, anthropometric and blood pressure measures and electrocardiogram. Aliquots of serum, plasma and DNA were stored for future investigations. The baseline interview included sociodemographic characteristics, self-referred health condition and history of selected diseases, medication use, health service use, source of medical care, physical activities, smoking, drinking and eating habits, reproductive history, physical functioning, life events, social support and mental health. Individuals are being followed up annually. RESULTS: The following characteristics predominated among participants: women (60,0%), married (48.9%) or widowed (35.4%), people living in households with up to 2 residents (73.8%), heads of family (76.7%), people with monthly income between 1.00 and 2.99 Brazilian minimum wages (62.0%) and people with up to 4 years of schooling (89.1%). The median age was 68 years. Among the cohort members, only 1.7% were lost in the first follow-up. CONCLUSIONS: In general, the characteristics of the study population were very similar to those from other epidemiological studies of the elderly based on large Brazilian cities. The small number of losses to follow-up indicates that the choice of Bambuí was adequate, assuring the feasibility of a long term cohort study.

Food frequency consumption and lipoproteins serum levels in the population of an urban area, Brazil

OBJECTIVE: To identify the association between food group consumption frequency and serum lipoprotein levels among adults. METHODS: The observations were made during a cross-sectional survey of a representative sample of men and women over 20 years old living in Cotia county, S. Paulo, Brazil. Data on food frequency consumption, serum lipids, and other covariates were available for 1,045 adults. Multivariate analyses adjusted by age, gender, body mass index, waist-to-hip ratio, educational level, family income, physical activity, smoking, and alcohol consumption were performed. RESULTS: Consumption of processed meat, chicken, red meat, eggs and dairy foods were each positively and significantly correlated with LDL-C, whereas the intake of vegetables and fruits showed an inverse correlation. Daily consumption of processed meat, chicken, red meat, eggs, and dairy foods were associated with 16.6 mg/dl, 14.5 mg/dl, 11.1 mg/dl, 5.8 mg/dl, and 4.6 mg/dl increase in blood LDL-C, respectively. Increases of daily consumption of fruit and vegetables were associated with 5.2 mg/dl and 5.5 mg/dl decreases in LDL-C, respectively. Alcohol beverage consumption showed a significant positive correlation with HDL-C. CONCLUSIONS: Dietary habits in the study population seem to contribute substantially to the variation in blood LDL and HDL concentrations. Substantially CHD risk reduction could be achieved with dietary changes.

Causal attributions in Brazilian children's reasoning about health and illness

INTRODUCTION: At a time when a great number of diseases can be prevented by changing one's habits and life style, investigations have focused on understanding what adults and children believe to be desirable health practices and uncovering the factors associated with successful adherence to such practices. For these, causal attributions for health and illness were investigated among 96 Brazilian elementary school students. METHODS: Ninety six subjects, aged 6 to 14, were interviewed individually and their causal attributions were assessed through 14 true-false items (e.g. people stay well [healthy] because they are lucky). The relationship between the children's causal attributions and demographic characteristics were also examined. RESULTS: Overall, the results were consistent with previous researches. "Taking care of oneself" was considered the most important cause of good health. "Viruses and germs" and "lack of self-care" were the most selected causes of illness. Analyses revealed significant relationship between subjects' causal attribution and their age, school grade level, socioeconomic status and gender. CONCLUSIONS: The study findings suggest that there may be more cross-cultural similarities than differences in children's causal attributions for health and illness. Finding ways to help individuals engage in appropriate preventive-maintenance health practices without developing an exaggerated notion that the individuals can control their own health and illness is a challenge which remains to be addressed by further research.

Reproductive outcomes in an area adjacent to a petrochemical plant in southern Brazil

OBJECTIVE: To evaluate possible adverse reproductive outcomes in an area adjacent to a petrochemical plant in southern Brazil. METHODS: A review of 17,113 birth records of the main hospital of the municipality of Montenegro, southern Brazil, from 1983 to 1998 was carried out. Three groups of cases were selected: (1) newborns with major congenital malformations; (2) newborns with low birth weight (<2,500 g); and (3) stillborns (>500 g). A control was assigned to each case. Controls were the first newborns weighing > or = 2,500 g without malformations and of case-matching sex. Mother's residence during pregnancy was used as an exposure parameter. Statistical analyses were performed using Chi-square test or Fisher test, odds ratio, 0.05 significance level, and 95% confidence interval. RESULTS: For unadjusted analysis, it was found a correlation between low birth weight and geographical proximity of mother's residence to the petrochemical plant (OR = 1.66; 95% CI = 1.01--2.72) or residence on the way of preferential wind direction (OR = 1.62; 95% CI = 1.03--2.56). When other covariates were added in the conditional logistic regression (maternal smoking habits, chronic disease and age), there was no association. CONCLUSIONS: Despite final results were negative, low birth weight could be a good parameter of environmental contamination and should be closely monitored in the studied area.

Alimentação, composição corporal e cancro da mama

Introdução – A nível mundial, o cancro da mama é o tipo de cancro mais frequente nas mulheres. Estudos têm sugerido que os fatores de estilo de vida (alimentação, consumo de álcool, atividade física) e a adiposidade corporal estão implicados na sua etiologia, sobretudo nos tumores diagnosticados após a menopausa. O objetivo deste artigo foi o de identificar quais os fatores nutricionais e de composição corporal implicados na etiologia da doença e qual a sua relação. Metodologia – Foi realizada uma revisão da literatura referente a estudos de revisão, de coorte e experimentais, de acordo com a temática em estudo. Resultados – As mulheres obesas têm maior risco de desenvolver cancro da mama após a menopausa e a adiposidade corporal, localizada na região abdominal, é também fator de risco. A obesidade, além de fator promotor, relaciona-se inversamente com o prognóstico da doença. Relativamente ao padrão alimentar, a ingestão de ácidos gordos saturados confere risco, ainda que com uma associação fraca e, com uma associação modesta, a dieta mediterrânica parece estar associada a um menor risco de cancro da mama pós-menopausa. Conclusão – A adoção de um estilo de vida saudável (alimentação e atividade física) e a obtenção/manutenção de um peso corporal saudável devem ser encorajados para prevenir o cancro da mama. Mais estudos devem ser realizados no futuro para consolidar a associação com outras variáveis dietéticas. ABSTRACT - Background – Breast cancer is worldwide the most common cancer in women. Studies have suggested that lifestyle such as nutrition, alcohol intake and physical activity are enrolled in aetiology, especially in postmenopausal tumours. This review aimed to investigate the relationship between nutritional factors and body composition with the disease. Methods – A selective review of the literature for recent studies and meta-analyses on this topic. Results – Obese women have higher risk to develop breast cancer after menopause. Abdominal adiposity is also a risk factor. Obesity, beside of promote the disease, is also a negative factor of prognoses. In respect to dietary pattern, the intake of saturated fatty acids seems to attribute risk, even if with a weak association. Although with a modest association, Mediterranean diet may be associated with lower breast cancer risk among postmenopausal women. Conclusion – Adopt a healthy lifestyle (nutrition and physical activity) and maintain a healthy body weight should be encouraged to prevent breast cancer. Future research should focus other dietary variables already investigated but still with no clear evidence.

O modelo transteórico de mudança de comportamentos na promoção da actividade física nas grávidas

Os hábitos de actividade física (AF) podem-se alterar consideravelmente durante a gravidez. O sucesso das estratégias que visam promover a AF das gestantes depende do modelo motivacional implementado. Objectivo: Determinar se o Modelo Transteórico de Mudança de Comportamento (MTMC) utilizado no Projecto “Mães em Movimento” é eficaz na promoção de mudança de comportamentos nas grávidas no sentido de aumentar os níveis de AF. Metodologia: Foi realizado um estudo, experimental do tipo Intervenção Comunitária, numa amostra consecutiva constituída por 20 grávidas que faziam Preparação para a Parentalidade (PP) em dois Centros de Saúde. O grupo experimental, constituído por 10 grávidas, além da preparação, participou no projecto “Mães em Movimento” baseado no MTMC. O grupo de controlo seguiu o programa de PP. Os instrumentos utilizados para 1ª avaliação foram: o Questionário de Actividade Física para Gestantes, a Escala de Estados de Mudança de Comportamento para o Exercício, o Questionário de Auto-Eficácia, o Behavioural Regulation in Exercise Questionnaire-2 e um Questionário de Hábitos e Conhecimentos. Resultados: Após a implementação do projecto “Mães em Movimento” no grupo experimental, 100% das mulheres referiram praticar AF regular. O gasto energético semanal em actividades desportivas/exercício aumentou aproximadamente 4 vezes (p=0,002) desde a 1ª avaliação até à 2ª avaliação. Verificou-se uma tendência de deslocação dos estadios de mudança de comportamento inactivos para os activos (p=0,007) e a motivação intrínseca aumentou significativamente (p=0,018). Observou-se, também, um aumento dos conhecimentos relativos a diversas dimensões da AF na gravidez (p=0,002). Conclusão: Neste estudo, o MTMC revelou-se um modelo eficaz na promoção de hábitos de AF em grávidas, realçando que o sucesso da mudança de comportamento é influenciado pela motivação individual, pelo empowerment (transferência de conhecimentos e competências) e pelas oportunidades criadas.

Hippuric acid in urine: reference values

OBJECTIVE: To establish reference values for hippuric acid (HA) excreted in the urine, and to evaluate the impact of age, gender, alcohol, and tobacco, on these levels in a population nonexposed to toluene. METHODS: Reference values for hippuric acid in urine were determined in 115 toluene nonexposed healthy volunteers, from Alfenas city, Southeastern Brazil. A questionnaire was applied to each volunteer and data on occupational and personal habits were collected. Biochemical and hematological analyses were used to confirm the volunteers' good health condition. Reference values were expressed in g HA/g urine creatinine, as mean ± standard deviation (x ± SD), median, 95% confidence interval (95%CI), 95th percentile, and upper reference value (URV, mean +2 SD). RESULTS: Reference values of hippuric acid in urine were: mean ± standard deviation =0.18±0.10; median =0.15; 95% confidence interval =0.16±0.20; 95th percentile = 0.36 and upper reference value (URV, mean +2 SD) =0.38. Statistically significant differences in urinary HA (Wilcoxon - Mann/Whitney, p<0.05) were observed for different genders and age groups. Alcohol ingestion and smoking habit did not significantly affect the results. CONCLUSIONS: The reference values of hippuric acid in urine can be used in biomonitoring programs of workers occupationally exposed to toluene, especially in the southern region of the state of Minas Gerais. Age and gender may affect the HA reference values.

Prostituição feminina de rua : escutar e atuar: papel do técnico d’O Ninho na intervenção com mulheres prostitutas

O Ninho é uma Associação que procura o conhecimento real do fenómeno prostituição, do próprio meio e dos seus agentes, bem como garantir qualidade na intervenção técnica e nas respostas sociais. Assim, o trabalho desenvolvido pelos técnicos objetiva responder aos problemas identificados pelas mulheres prostitutas e colmatar as lacunas nas respostas existentes no que concerne ao fenómeno social prostituição feminina de rua. Este estudo pretende ir ao encontro da maior preocupação associada a esta problemática e, mais especificamente, no caso da prostituição feminina de rua – a preocupação com a inserção social das mulheres. Para a elaboração do presente trabalho foram utilizadas estratégias metodológicas como a observação participante e entrevistas semiestruturadas. Da análise dos resultados verificamos que a prostituição agudiza os estereótipos, preconceitos e o estigma social que tanto marginaliza as mulheres prostituídas. Assim, todo o trabalho técnico realizado n’O Ninho visa promover a autonomia das mulheres, a aquisição de regras e hábitos de trabalho, o cumprimento e definição de objetivos e a posterior procura de emprego. - ABSTRACT O Ninho is an association that seeks the real knowledge of the phenomenon prostitution, of the environment and their agents, as well as ensure quality in technical intervention and social responses. Thus, the work done by the technicians aims to respond to the problems identified by the prostitutes and fill the gaps in the existing responses, concerning to the social phenomenon female prostitution of street. This study intends to respond to the main concern associated with this issue and, more specifically, in the case of female street prostitution – the concern with social inclusion of women. For the preparation of this work, as methodological strategies, we used the participant observation and semi-structured interviews. By the analysis of the results we found that prostitution exacerbates the stereotypes, prejudices and the social stigma that marginalize women forced into prostitution. Thus, all the technical work done at O Ninho aims to promote women's autonomy, rules and work habits acquisition, setting goals and subsequent job search.

Definition of MV Load Diagrams via Weighted Evidence Accumulation Clustering using Subsampling

A definition of medium voltage (MV) load diagrams was made, based on the data base knowledge discovery process. Clustering techniques were used as support for the agents of the electric power retail markets to obtain specific knowledge of their customers’ consumption habits. Each customer class resulting from the clustering operation is represented by its load diagram. The Two-step clustering algorithm and the WEACS approach based on evidence accumulation (EAC) were applied to an electricity consumption data from a utility client’s database in order to form the customer’s classes and to find a set of representative consumption patterns. The WEACS approach is a clustering ensemble combination approach that uses subsampling and that weights differently the partitions in the co-association matrix. As a complementary step to the WEACS approach, all the final data partitions produced by the different variations of the method are combined and the Ward Link algorithm is used to obtain the final data partition. Experiment results showed that WEACS approach led to better accuracy than many other clustering approaches. In this paper the WEACS approach separates better the customer’s population than Two-step clustering algorithm.