Using Typical Consumption Profiles to Stablish the Consumption Level for Short Time Periods

The current practices in the consumption metering by electricity utilities is currently largely based on monthly consumption reading. The consumption metering device is always calculating the cumulative consumption. Then, it is possible to calculate the difference between the actual and the previous consumption evaluation in order to estimate the monthly consumption. The power systems planning needs in many aspects to handle consumption data obtained for shorter periods, namely in the Demand Response programs planning. The work presented in this paper is based on the application of typical consumption profiles that are previously defined for a certain power system area. Such profiles are then used in order to estimate the 15 minutes consumption for a certain consumer or consumer type.

A Learning Algorithm and System Approach to Address Exceptional Events in Domestic Consumption Management

The integration of the Smart Grid concept into the electric grid brings to the need for an active participation of small and medium players. This active participation can be achieved using decentralized decisions, in which the end consumer can manage loads regarding the Smart Grid needs. The management of loads must handle the users’ preferences, wills and needs. However, the users’ preferences, wills and needs can suffer changes when faced with exceptional events. This paper proposes the integration of exceptional events into the SCADA House Intelligent Management (SHIM) system developed by the authors, to handle machine learning issues in the domestic consumption context. An illustrative application and learning case study is provided in this paper.

Consumption Management of Air Conditioning Devices for the Participation in Demand Response Programs

Demand Response has been taking over the years an extreme importance. There’s a lot of demand response programs, one of them proposed in this paper, using air conditioners that could increase the power quality and decrease the spent money in many ways like: infrastructures and customers energy bill reduction. This paper proposes a method and a study on how air conditioners could integrate demand response programs. The proposed method has been modelled as an energy resources management optimization problem. This paper presents two case studies, the first one with all costumers participating and second one with some of costumers. The results obtained for both case studies have been analyzed.

Quantum-based Particle Swarm Optimization Application to Studies of Aggregated Consumption Shifting and Generation Scheduling in Smart Grids

Demand response programs and models have been developed and implemented for an improved performance of electricity markets, taking full advantage of smart grids. Studying and addressing the consumers’ flexibility and network operation scenarios makes possible to design improved demand response models and programs. The methodology proposed in the present paper aims to address the definition of demand response programs that consider the demand shifting between periods, regarding the occurrence of multi-period demand response events. The optimization model focuses on minimizing the network and resources operation costs for a Virtual Power Player. Quantum Particle Swarm Optimization has been used in order to obtain the solutions for the optimization model that is applied to a large set of operation scenarios. The implemented case study illustrates the use of the proposed methodology to support the decisions of the Virtual Power Player in what concerns the duration of each demand response event.

Contextual and Environmental Awareness Laboratory for Energy Consumption Management

The recent changes on power systems paradigm requires the active participation of small and medium players in energy management. With an electricity price fluctuation these players must manage the consumption. Lowering costs and ensuring adequate user comfort levels. Demand response can improve the power system management and bring benefits for the small and medium players. The work presented in this paper, which is developed aiming the smart grid context, can also be used in the current power system paradigm. The proposed system is the combination of several fields of research, namely multi-agent systems and artificial neural networks. This system is physically implemented in our laboratories and it is used daily by researchers. The physical implementation gives the system an improvement in the proof of concept, distancing itself from the conventional systems. This paper presents a case study illustrating the simulation of real-time pricing in a laboratory.

Intake of milk, but not total dairy, yogurt, or cheese, is negatively associated with the clustering of cardiometabolic risk factors in adolescents

Epidemiologic studies have reported an inverse association between dairy product consumption and cardiometabolic risk factors in adults, but this relation is relatively unexplored in adolescents. We hypothesized that a higher dairy product intake is associated with lower cardiometabolic risk factor clustering in adolescents. To test this hypothesis, a cross-sectional study was conducted with 494 adolescents aged 15 to 18 years from the Azorean Archipelago, Portugal. We measured fasting glucose, insulin, total cholesterol, high-density lipoprotein cholesterol, triglycerides, systolic blood pressure, body fat, and cardiorespiratory fitness. We also calculated homeostatic model assessment and total cholesterol/high-density lipoprotein cholesterol ratio. For each one of these variables, a z score was computed using age and sex. A cardiometabolic risk score (CMRS) was constructed by summing up the z scores of all individual risk factors. High risk was considered to exist when an individual had at least 1 SD from this score. Diet was evaluated using a food frequency questionnaire, and the intake of total dairy (included milk, yogurt, and cheese), milk, yogurt, and cheese was categorized as low (equal to or below the median of the total sample) or “appropriate” (above the median of the total sample).The association between dairy product intake and CMRS was evaluated using separate logistic regression, and the results were adjusted for confounders. Adolescents with high milk intake had lower CMRS, compared with those with low intake (10.6% vs 18.1%, P = .018). Adolescents with appropriate milk intake were less likely to have high CMRS than those with low milk intake (odds ratio, 0.531; 95% confidence interval, 0.302-0.931). No association was found between CMRS and total dairy, yogurt, and cheese intake. Only milk intake seems to be inversely related to CMRS in adolescents.

Association between dairy product intake and abdominal obesity in Azorean adolescents

BACKGROUND: Some studies have reported an inverse association between dairy product (DP) consumption and weight or fat mass loss. OBJECTIVES: The objective of our study was to assess the association between DP intake and abdominal obesity (AO) among Azorean adolescents. SUBJECTS/METHODS: This study was a cross-sectional analysis. A total of 903 adolescents (370 boys) aged 15--16 years was evaluated. Anthropometric measurements were collected (weight, height and waist circumference (WC)) and McCarthy’s cut-points were used to categorize WC. AO was defined when WC was X90th percentile. Adolescent food intake was assessed using a self-administered semiquantitative food frequency questionnaire and DP intake was categorized in o2 and X2 servings/day. Data were analyzed separately for girls and boys, and logistical regression was used to estimate the association between DPs and AO adjusting for potential confounders. RESULTS: The prevalence of AO was 54.9% (boys: 32.1% and girls: 70.7%, Po0.001). For boys and girls, DP consumption was 2.3±1.9 and 2.1±1.6 servings/day (P¼0.185), respectively. In both genders, the proportion of adolescents with WC o90th percentile was higher among individuals who reported a dairy intake of X2 servings/day compared with those with an intake o2 servings/day (boys: 71% vs 65% and girls: 36% vs 24%, Po0.05). After adjustments for confounders, two or more DP servings per day were a negative predictor of AO (odds ratio, 0.217; 95% confidence interval, 0.075 -- 0.633) only in boys. CONCLUSION: We found a protective association between DP intake and AO only in boys.

Nutritonal evaluation of pemphigus foliaceus patients on long term glucocorticoid therapy

Our objective was to compare food intake and nutritional status of Pemphigus Foliaceus patients (PG) on long term glucocorticoid therapy to a Control Group (CG). Fourteen PG female inpatients receiving prednisone (0.33 ± 0.22mg/kg) for at least 12 months and twelve CG subjects were submitted to nutritional evaluation, including anthropometry, urinary creatinine determination and serum biochemical measurements, besides 48-h-based food intake records. Groups were compared by Chi-square, Mann-Whitney and "t" tests. PG patients and CG were paired, respectively, in relation to age (24.7 ± 14.1 vs. 22.0 ± 12.0 years), body mass index (25.8 ± 6.4 vs. 24.0 ± 5.6kg/m2), daily protein intake (132.9 ± 49.8 vs. 95.2 ± 58.9g), and serum albumin (median; range) (3.8; 3.5-4.1 vs. 3.8; 3.6-5.0g/dl). However, PG patients had lower height-creatinine index (64.8 ± 17.6 vs. 90.1 ± 33.4%), and higher daily energy (3080 ± 1099 vs. 2187 ± 702kcal) and carbohydrate (376.8 ± 135.8 vs. 242.0 ± 80.7g) intakes. Despite high food, protein and energy consumption, PG patients on long term glucocorticoid therapy had lower body muscle mass than controls, while showing high body fat stores. These findings are possibly related to combined metabolic effects of long term corticotherapy and inflammatory disease plus corticosteroid-induced increased appetite.

Efeitos de Uma Sessão de Exercício Físico Associado à Microcorrente Abdominal na Seleção do Substrato Energético

Introdução: A acumulação de gordura na região abdominal acarreta um maior risco para a saúde. Objetivo(s): Analisar o efeito de um protocolo de uma sessão de exercício físico aeróbio associada à eletrolipólise no tecido adiposo da região abdominal nos valores do consumo e proporção dos substratos energéticos. É ainda objetivo avaliar as diferenças no consumo e proporção dos substratos energéticos, com o mesmo protocolo, no sexo feminino e no sexo masculino. Métodos: 38 participantes foram distribuídos aleatoriamente por dois grupos, o grupo experimental (9 feminino e 9 masculino) e o grupo placebo (11 feminino e 9 masculino). Ambos os grupos foram avaliados através das medidas antropométricas e foram sujeitos aos dois protocolos do estudo, o de microcorrente com aplicação 2 frequências (25 e 10Hz), 20 minutos cada, e o de exercício aeróbio a 45-55% frequência cardíaca de reserva. Contudo, no grupo placebo a microcorrente foi realizada sem intensidade. Para obtenção dos valores do consumo e proporção dos substratos foi utilizado o K4b2 durante o exercício físico. Resultados: Não se verificaram diferenças significativas nas quantidades de ácidos gordos, glucose e no quociente respiratório entre os grupos (ρ> 0,05). No entanto, parece haver uma tendência para um maior consumo de ácidos gordos após a aplicação da microcorrente durante o exercício físico. Conclusão: Os resultados deste estudo indicam que uma sessão de eletrolipólise associada ao exercício físico aeróbio não parece ser suficiente para influenciar a quantidade do consumo e a proporção dos substratos energéticos numa amostra de indivíduos jovens de ambos os sexos.

Effects of a home-based exercise program in body composition, abdominal fat and lipid profile in patients with coronary artery disease

Introduction: Coronary artery disease and aging seems to be associated with a sedentary lifestyle, contributing to increased abdominal fat and consequently metabolic complications. The exercise can break this cycle by stimulating lipolysis and the use of fatty acids. In Europe there is still a lack of cardiac rehabilitation programmes in hospitals, therefore, this study aims to demonstrate the advantages of implementing home-based exercise programmes, as well as, their effects on cardiovascular prevention. This study analyzed the effects of a home-based exercise programme, in patients with coronary artery disease (myocardial infarction for 1 year), in body composition, abdominal fat, lipid profile. Methods: An ongoing randomized controlled trial with a sample of 20 participants were randomly allocated to intervention (n = 10) and control groups (n = 10). Intervention group performed a specific exercise programme during 8 weeks, consisting of ten home based exercises taking into account flexibility, muscle endurance and strength as well as cardiovascular endurance. Skinfolds thickness were measure to calculate the percentage of total fat: Skinfolds used were suprailiac, abdominal horizontal and vertical. Body mass index calculation and blood tests for lipidic profile were performed. Results: After eight weeks the intervention group decreased significantly the percentage of total fat (p < 0.05), the suprailiac skinfold (p < 0.05), the abdominal horizontal and vertical skinfold (p < 0.05) when compared with control group. In the intervention group it was observed after 8 weeks a significant decrease in body mass index, LDL-cholesterol and triglycerides. Conclusions: Home-based exercise programme influenced body composition, abdominal fat and lipid profile. These results highlight the importance of implementing home based exercises that are easy and cheap to implement in cardiac patients, in order to promote health and reduce cardiovascular risk factors.

Effects of microcurrents and physical exercise on the abdominal fat: a randomized controlled trial in patients with coronary artery disease

Objectives: Coronary artery disease are associated with decreased levels of physical activity, contributing to increases in abdominal fat and consequently the metabolic risk. The use of microcurrents is an innovative and effective method to increase lipolytic rate of abdominal adipocytes. This study aims to investigate the effects of microcurrents with a homebased exercise program on total, subcutaneous and visceral abdominal adipose tissue in subjects with coronary artery disease. Methods: This controlled trial included 44 subjects with myocardial infarction, randomly divided into Intervention Group 1 (IG1; n = 16), Intervention Group 2 (IG2; n = 12) and Control Group (CG; n = 16). IG1 performed a specific exercise program at home during 8 weeks, and IG2 additionally used microcurrents on the abdominal region before the exercise program. All groups were subjected to health education sessions. Computed Tomography was used to evaluate abdominal, subcutaneous and visceral fat, accelerometers to measure habitual physical activity and the semiquantitative Food Frequency Questionnaire for dietary intake. Results: After 8 weeks, IG2 showed a significantly decreased in subcutaneous fat (p ≤ 0.05) when compared to CG. Concerning visceral fat, both intervention groups showed a significant decrease in comparison to the CG (p ≤ 0.05). No significant changes were found between groups on dietary intake and habitual physical activity, except for sedentary activity that decreased significantly in IG2 in comparison with CG (p ≤ 0.05). Conclusions: This specific exercise program showed improvements in visceral fat in individuals with coronary artery disease. Microcurrent therapy associated with a home-based exercise program suggested a decreased in subcutaneous abdominal fat.

Prevalência de obesidade infanto-juvenil : associação com os hábitos alimentares, actividade física e comportamentos sedentários dos adolescentes escolarizados de Portugal Conti

RESUMO Nos países industrializados observam-se elevadas prevalências de pré- obesidade e obesidade em jovens e adolescentes, com consequências negativas para a saúde. A obesidade é apontada como o distúrbio nutricional mais frequente em crianças e adolescentes nos países desenvolvidos e é resultado da acumulação excessiva ou anormal de gordura no tecido adiposo. Segundo a I.O.T.F. considera- se que uma criança tem pré-obesidade quando o seu percentil de I.M.C. está entre o p88 e p99 para as raparigas e entre o p90 e o p99 para os rapazes. Considerase que tem obesidade quando o percentil de I.M.C. é superior ao p99, para ambos os sexos. A prevalência de pré-obesidade e obesidade em crianças e adolescentes tem vindo a aumentar a nível mundial a um ritmo alarmante, sobretudo nos países desenvolvidos e em alguns segmentos de países em desenvolvimento. Estudos demonstram que a obesidade em crianças e adolescentes se encontra fortemente correlacionada com o aumento da morbilidade e mortalidade, reflectindo-se numa variedade de situações patológicas com risco de persistência no adulto. Dada a sua extrema importância em termos de Saúde Pública, as tendências para a pré- obesidade e obesidade em crianças e adolescentes devem ser monitorizadas com especial atenção. Os hábitos alimentares e o gasto energético são factores que influenciam a obesidade e o seu controlo. Há estudos que concluem que existe uma associação directa entre estes factos e a presença de obesidade e outros apresentam conclusões contrárias. Pretendeu-se determinar a prevalência de excesso de peso (pré-obesidade e obesidade) infantojuvenil em Portugal e associá-la com os hábitos alimentares, actividade física e comportamentos sedentários dos adolescentes. A população em estudo é todos os adolescentes, de ambos os sexos, que frequentam o ensino básico (2º e 3º ciclos) e secundário oficial de Portugal Continental (n=5708). Todos os elementos em estudos foram avaliados antropometricamente (peso e altura) e responderam a um questionário de hábitos alimentares e frequência alimentar, actividade física e comportamentos sedentários. Como resultados do estudo verificou-se que a prevalência de pré- obesidade infanto-juvenil em Portugal é de 22,6% e a prevalência de obesidade de 7,8%. Quer a obesidade quer a pré-obesidade apresentam indicadores superiores nos rapazes (p=0,01) e nos adolescentes mais jovens (p=0,00). Em relação aos hábitos alimentares estudados é de referir que a frequência de consumo de refeições fora de casa é muito similar entre o grupo normoponderal e o grupo com excesso de peso sendo a refeição da ceia consumida por um número muito superior de adolescentes normoponderais comparativamente com os que apresentam excesso de peso (p=0,01). Em relação à ingestão de determinados alimentos ou grupos alimentícios, verificou-se que, regra geral, o consumo de alimentos de características nutricionais de baixa qualidade (gordura saturada, sal e açucares simples) era superior no grupo normoponderal comparativamente ao grupo com excesso de peso (refrigerantes, snacks, fast-food, cereais açucarados, sobremesas doces) (p<0,05). Em relação à actividade física, o número de horas semanais de actividade física diminui do grupo normoponderal para o grupo com excesso de peso. Dentro do grupo com excesso de peso, os obesos apresentam ainda uma média inferior em relação aos pré-obesos. Poderemos afirmar que quanto maior o índice de actividade física menor o percentil de I.M.C., mostrando-se assim a actividade física como um factor protector de um peso saudável (p<0,05). Quando solicitado que caracterizassem o estilo de vida e a habilidade desportiva, verificou-se que nos grupos com excesso de peso se caracterizavam em indicadores mais baixos do que os normoponderais (p<0,05). No que diz respeito aos comportamentos sedentários, verifica-se que são mais prevalentes nos grupos com excesso de peso do que no grupo normoponderal (p<0,05). Em conclusão, os resultados da prevalência de obesidade obtidos assemelham-se aos resultados obtidos noutros estudos, constituindo um dado revelador de uma situação bastante preocupante em termos de Saúde Pública. Em relação aos hábitos alimentares as diferenças não são significativas entre os diferentes grupos (normoponderal, pré-obesidade e obesidade). A actividade física apresentou-se como um factor protector do aumento de peso com uma associação directa com o estado nutricional (I.M.C.). Verificou-se que os adolescentes em Portugal que apresentavam indicadores mais elevados de actividade física eram aqueles que se encontravam com peso normal. Os comportamentos sedentários apresentaram-se como um factor propício ao desenvolvimento do excesso de peso estando directamente relacionados com o percentil de I.M.C. Os comportamentos sedentários mais frequentes são o visionamento televisivo e o computador/internet. Assim, poder-se-á fundamentar a necessidade de medidas interventivas a este nível com o intuito de controlar os indicadores encontrados. ABSTRACT In the industrialized countries high prevalences of pre-obesity and obesity are observed in youngsters and adolescents, with negative health consequences. Obesity is pointed as the most frequent nutritional disturbance in children and adolescents in developed countries and results from the excessive or abnormal accumulation of fat in the adipose tissue. According to the IOTF a child is pre-obese when the BMI percentile is between p88 and p99 for girls and between p90 and p99 for boys. Obesity is considered when the BMI percentile is above p99 for both sexes. The prevalence of pre-obesity and obesity in children and adolescents has been rising alarmingly worldwide, especially in developed countries and some segments of developing countries. Studies indicate that obesity in children and adolescents is strongly associated with increased morbidity and mortality resulting in a variety of pathological situations with risk of persistence in adulthood. Given its major Public Health importance, pre-obesity and obesity trends in children and adolescents should be monitored with special attention. Eating habits and energy expenditure are factors that influence obesity and its control. Some studies conclude that there is a direct association between these factors and the presence of obesity and others present opposite conclusions. It was intended to determine the prevalence of overweight (pre-obesity and obesity) in children and youth in Portugal and to associate it with eating habits, physical activity and sedentary behaviors of adolescents. The population in study is constituted by all adolescents of both sexes that attend basic (2nd and 3rd grade) and secondary official education of continental Portugal (n=5708). All participants in study were anthropometrically evaluated (weight and height) and answered a questionnaire of eating habits and food frequency, physical activity and sedentary behaviors. The study results indicate a prevalence of pre-obesity in children and youth in Portugal of 22.6% and a prevalence of obesity of 7.8%. Both obesity and pre-obesity present higher indicators in boys (p=0.01) and younger adolescents (p=0.00). In relation to the studied eating habits it should be noted that the frequency of consumption of meals away from home is very similar between the normal weight group and the overweight group. Moreover, the supper meal is consumed by a much larger number of normal weight adolescents as compared to the ones with overweight (p=0.01). Regarding the intake of certain foods or food groups, it was found that, in general, the consumption of foods with characteristics of low nutritional quality (saturated fat, salt and simple sugars) was higher in the normoponderal group compared with the overweight group (soft drinks, snacks, fast-food, sugary cereals, desserts) (p<0.05). In respect to physical activity, the number of weekly hours of physical activity decreases from the normoponderal group to the group with overweight. Within the group with overweight, obese subjects also present a lower average than pre-obese subjects. As we can affirm that the higher the physical activity index the lower the BMI percentile, physical activity appears as a protective factor for a healthy weight (p<0.05). When they were asked to characterize their lifestyle and sports ability, it was found that overweight groups characterized themselves with lower indicators than the normoponderal group (p<0.05). Regarding sedentary behaviors, it appears that they were more prevalent in groups with overweight than in the normoponderal group (p<0.05). In conclusion, the results of the obesity prevalence attained are similar to the results obtained in other studies, revealing a very worrying situation in terms of Public Health. In relation to the eating habits there were no significant differences between the groups (normoponderal, pre-obesity and obesity). Physical activity appears as a protective factor from weight gain with a direct association with nutritional status (BMI). It was found that young people in Portugal who had the highest indicators of physical activity were those who presented normal weight. The sedentary behaviors were presented as a factor conducive to the development of overweight being directly related to the BMI percentile. The most frequent sedentary behaviors were television viewing and computer/internet

Development and validation of a risk model for prediction of hazardous alcohol consumption in general practice attendees : the PredictAL study

Background: Little is known about the risk of progression to hazardous alcohol use in people currently drinking at safe limits. We aimed to develop a prediction model (predictAL) for the development of hazardous drinking in safe drinkers. Methods: A prospective cohort study of adult general practice attendees in six European countries and Chile followed up over 6 months. We recruited 10,045 attendees between April 2003 to February 2005. 6193 European and 2462 Chilean attendees recorded AUDIT scores below 8 in men and 5 in women at recruitment and were used in modelling risk. 38 risk factors were measured to construct a risk model for the development of hazardous drinking using stepwise logistic regression. The model was corrected for over fitting and tested in an external population. The main outcome was hazardous drinking defined by an AUDIT score >= 8 in men and >= 5 in women. Results: 69.0% of attendees were recruited, of whom 89.5% participated again after six months. The risk factors in the final predictAL model were sex, age, country, baseline AUDIT score, panic syndrome and lifetime alcohol problem. The predictAL model's average c-index across all six European countries was 0.839 (95% CI 0.805, 0.873). The Hedge's g effect size for the difference in log odds of predicted probability between safe drinkers in Europe who subsequently developed hazardous alcohol use and those who did not was 1.38 (95% CI 1.25, 1.51). External validation of the algorithm in Chilean safe drinkers resulted in a c-index of 0.781 (95% CI 0.717, 0.846) and Hedge's g of 0.68 (95% CI 0.57, 0.78). Conclusions: The predictAL risk model for development of hazardous consumption in safe drinkers compares favourably with risk algorithms for disorders in other medical settings and can be a useful first step in prevention of alcohol misuse.

Effects of microcurrents and physical exercise on the abdominal fat in patients with coronary artery disease

Introduction Coronary artery disease is associated with decreased levels of physical activity, contributing to increases in abdominal fat and consequently increasing metabolic risk. The innovative use of microcurrents may be an effective method to increase the lipolytic rate of abdominal adipocytes. This study aimed to investigate the effects of utilizing microcurrents in a home-based exercise program in subjects with coronary artery disease to assess changes in total, subcutaneous and visceral abdominal adipose tissue. Methods This controlled trial included 44 subjects with myocardial infarction, randomly divided into Intervention Group 1 (IG1; n = 16), Intervention Group 2 (IG2; n = 12) and Control Group (CG; n = 16). IG1 performed a specific exercise program at home during 8 weeks, and IG2 additionally used microcurrents on the abdominal region before the exercise program. All groups were given health education sessions. Computed tomography was used to evaluate abdominal, subcutaneous and visceral fat, accelerometers to measure habitual physical activity and the semi-quantitative food frequency questionnaire for dietary intake. Results After 8 weeks, IG2 showed a significantly decrease in subcutaneous fat (p ≤ 0.05) when compared to CG. Concerning visceral fat, both intervention groups showed a significant decrease in comparison to the CG (p ≤ 0.05). No significant changes were found between groups on dietary intake and habitual physical activity, except for sedentary activity that decreased significantly for IG2 in comparison with CG (p ≤ 0.05). Conclusion This specific home-based exercise program using microcurrent therapy for individuals with coronary artery disease showed improvements in visceral and subcutaneous abdominal fat.