• Title/Summary/Keyword: Consumption pattern

Search Result 1,048, Processing Time 0.028 seconds

Employing an Energy-efficient Pattern for Coverage Problem in WSNs (무선센서네크워크에서 커버리지 문제를 해결하기 위한 에너지효율적인 패턴)

  • Dao, Manh Thuong Quan;Le, Duc Tai;Ahn, Min-Joon;Choo, Hyun-Seung
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2011.04a
    • /
    • pp.601-602
    • /
    • 2011
  • In wireless sensor networks, coverage problem is a fundamental issue that has attracted considerable attention in recent years. Most node scheduling patterns utilize the adjustable range of sensor to minimize the sensing energy consumption. However, a large source of consumption of communication energy of sensor is not strictly taken into account. In this paper, we introduce an energy-efficient pattern that is used to minimize the communication energy consumption of a sensor network. Calculations and extensive simulation are conducted to evaluate the efficiency of the new pattern comparing to existing ones.

Analysis and Prediction of Power Consumption Pattern Using Spatiotemporal Data Mining Techniques in GIS-AMR System (GIS-AMR 시스템에서 시공간 데이터마이닝 기법을 이용한 전력 소비 패턴의 분석 및 예측)

  • Park, Jin-Hyoung;Lee, Heon-Gyu;Shin, Jin-Ho;Ryu, Keun-Ho
    • The KIPS Transactions:PartD
    • /
    • v.16D no.3
    • /
    • pp.307-316
    • /
    • 2009
  • In this paper, the spatiotemporal data mining methodology for detecting a cycle of power consumption pattern with the change of time and spatial was proposed, and applied to the power consumption data collected by GIS-AMR system with an aim to use its resulting knowledge in real world applications. First, partial clustering method was applied for cluster analysis concerned with the aim of customer's power consumption. Second, the patterns of customer's power consumption data which contain time and spatial attribute were detected by 3D cube mining method. Third, using the calendar pattern mining method for detection of cyclic patterns in the various time domains, the meanings and relationships of time attribute which is previously detected patterns were analyzed and predicted. For the evaluation of the proposed spatiotemporal data mining, we analyzed and predicted the power consumption patterns included the cycle of time and spatial feature from total 266,426 data of 3,256 customers with high power consumption from Jan. 2007 to Apr. 2007 supported by the GIS-AMR system in KEPRI. As a result of applying the proposed analysis methodology, cyclic patterns of each representative profiles of a group is identified on time and location.

Estimation of the Virtual Water Consumption for Food Consumption and Calorie Supply (식품 소비 및 칼로리 공급 변화에 따른 가상수 소비량의 변화 분석)

  • Lee, Sang-Hyun;Choi, Jin-Yong;Yoo, Seung-Hwan
    • Journal of The Korean Society of Agricultural Engineers
    • /
    • v.57 no.3
    • /
    • pp.77-86
    • /
    • 2015
  • The agricultural water management generally has focused on water resources for crop production but it could be affected by the food consumption pattern. The aim of this study is to estimate virtual water consumption for food consumption and calorie supply using the water footprint and virtual water concept. In addition, we estimated the virtual water requirements for increasing the food and calorie self-sufficiency adjusted by the government for food security. About $330.0m^3/cap/yr$ of virtual water was consumed for the main foods consumption in 1985, and it was increased to $450.0m^3/cap/yr$ in 2010. The rate of virtual water consumption by meats consumption was 28 % in 1985 but it was increased to 54 % in 2010. In other words, the total virtual water consumption by foods consumption was increased from 1985 to 2010 with the high rate of meats consumption. The average $1.29m^3$ of virtual water was consumed for supplying 1 calorie per capita in 2010 but about $10.1m^3/cal$ of virtual water was consumed by only bovine meats consumption. The food self-sufficiency is the main factor for food security in Korea. About $46.5Mm^3$ and $393.9Mm^3$ of virtual water were required in order to increase the food and calorie self-sufficiency of wheat by 1 % individually. This study showed the water consumption was related to food consumption and calorie supply pattern, and these results could be used as the indices for the agricultural water management considering the change of eating habit and food security.

Principal Conclusions of Timber Consumption Survey (목재(木材) 소비량(消費量) 조사(調査))

  • Shim, Chong-Supp;Lee, Yong-Dae
    • Journal of the Korean Wood Science and Technology
    • /
    • v.10 no.3
    • /
    • pp.194-195
    • /
    • 1982
  • Recommendaton: These are the highlights of the findings of the Timber Consumption Survey carried out by the Project in 1966, and covering consumption for the period from 1961 to 1965. The survey was oriented towards consumption for structural, commercial and industrial purposes and existing estimates for local (village-level) consumption as fuel and the like were adopted. A full report on the survey was submitted to the Bureau of Forestry in 1966. Long-term Trends: After allowance for anticipated population increase, this ten year's increase in industrial wood consumption represents a gain of about 30% in per capita consumption (from 0.0913 cu.m. per capita to 0.118 cu.m. per capita). This is only about half the expected general economic growth of about 75% (7% per annum). It is therefore likely (a) that the 1975 estimate is conservative, (b) that the consumption demand beyond 1975 may be expected to build up at a greatly increased rate. Estimated income elasticity coefficients are high, and with expected ir,creases in prosperity and population, the consumption is expected to rise to 10 million cu. meters by the year 2,000. Consumption Pattern: The breakdown of industrial consumption (1965) is given in Table 4-2, showing sawnwood consumption as the most important in 1965. The upward trend in all sectors over the 1961-65 period is expected to continue. The general consumption pattern is expected to change through 1975 with a sharp increase in the relative importance of pulp products (to 30% of total consumption) offset by declining relative importance of sawlogs. The following recommendations follow from the study: (i) Industrial forests. - A programme of establishment of consolidated industrial forests should be initiated as a matter of urgency. (ii) Fuelwood forests - Properly sited, protected and managed fuelwood forest, worked on a 20-year rotation, should be established as a nation wide basis. (iii) Hardwood utilization - Detailed investigations are required into the use of indigenous hardwoods for the pulp, particle board and hardboard industries. (iv) Mining timber - Preservation treatment of all mining timber should be enforced by law. (v) Sawmills - Licencing restrictions should be enforced to reduce the number of small, inefficient sawmills. b. Extension work should be undertaken bv government to improve sawmilling practices.

  • PDF

Demand Forecast of Spare Parts for Low Consumption with Unclear Pattern (적은 소모량과 불분명한 소모패턴을 가진 수리부속의 수요예측)

  • Park, Min-Kyu;Baek, Jun-Geol
    • Journal of the Korea Institute of Military Science and Technology
    • /
    • v.21 no.4
    • /
    • pp.529-540
    • /
    • 2018
  • As the equipment of the military has recently become more sophisticated and expensive, the cost of purchasing spare parts is also steadily increasing. Therefore, demand forecast accuracy is also becoming an issue for the effective execution of the spare parts budget. This study predicts the demand by using the data of spare parts consumption of the KF-16C fighter which is being operated in the Republic of Korea Air Force. In this paper, SARIMA(Seasonal Autoregressive Integrated Moving Average) is applied to seasonal data after dividing the spare parts consumptions into seasonal data and non-seasonal data. Proposing new methods, Majority Voting and Hybrid Method, to the non-seasonal data which consists of spare parts of low consumption with unclear pattern, We want to prove that the demand forecast accuracy of spare parts improves.

Study on University Students′ Consumption Pattern and Preference of Korean Rice Cake (수도권 대학생들의 떡의 이용실태 및 기호도조사)

  • 이진실
    • Korean journal of food and cookery science
    • /
    • v.14 no.2
    • /
    • pp.133-139
    • /
    • 1998
  • The aim of this study was to assess University students' consumption pattern of Korean rice cakes and to analyze the preference of Korean rice cakes by their demographic backgrounds. The results of this study will be useful information for systematic development and wide distribution of Korean rice cake as a traditional Korean food. A self completed survey of 392 University students in Seoul was undertaken and detailed information was collected. The survey questionnaire consisted of three parts including demographic backgrounds, student's consumption pattern and preference of Korean rice cakes by type. Approximately half of the students were male (52.6%) with the average age of 21.1 years old. Most of the respondents (92.3%) were from nuclear families. The consumption frequency rate showed that 38.8% students had Korean rice cake once or twice a month followed by once a week (29.8%), once per six months (21.7%), and once per two months (8.2%). Ingeolmi received the highest preference score (4.15), whereas Duteopteok had the lowest score (0.18). The correlation coefficient for paired samples between students' preference of Korean rice cake and their knowledge of them was 0.827, showing statistically strong positive correlation between them.

  • PDF

The Consumption Pattern of Further Processed Chicken Product (닭고기 가공식품의 소비성향에 관한 조사)

  • 김종원;이영현
    • Food Science of Animal Resources
    • /
    • v.21 no.2
    • /
    • pp.116-125
    • /
    • 2001
  • This survey is carried out in order to understand the perception and eating pattern of chicken further processed product of the housewives in Korea. 894 questionnaires were used for analysis. Chicken is loved by all age groups of people, especially at home of young housewives and of high educational background. The reasons of purchasing chicken further processed products were \"Children(57.8%)\", \"Convenience(43.2%)\" and \"Taste(30.1%)\". The average purchasing frequency of chicken further processed products is \"Once a month\". The criteria for selection of chicken further processed product were \"Hygiene(64.9%)\", \"Expiration date(58.4%)\", \"Brand(25.4%)\", \"Taste(21.9%)\" and \"Price(19.0%)\". Housewives depend on the \"Brand\" in selection of chicken further processed products as the educational background improves. The shopping place of purchasing chicken further processed product were \"Discount store(43.1%)\", Department store(27.4%)\" and so on. The pattern of consumption \"Buy chicken further processed products and cook at home(5.9%)\" was still very low. \"Order for delivery(57.4%)\" increased rapidly for chicken consumption. The housewives suggest to produce chicken further processed products \"Hygienically(16.7%)\", \"Improve taste(12.2%)\" and \"Restrict food additives(11.9%)\" among 311 responses.

  • PDF

Impacts of Married Women's Employment on Household Consumption Pattern and Industrial Labor Demand (기혼여성의 취업이 가구의 소비패턴과 산업별 노동수요에 미치는 영향)

  • Choi, Paul
    • Journal of Labour Economics
    • /
    • v.36 no.1
    • /
    • pp.93-129
    • /
    • 2013
  • Analyzing the change in consumption pattern depending on the employment of married women, the spendings in transportation, education, and dining out are increased. The change in consumption patterns depending on the increase of dual-income family can be seen as the increased demand of market service that replaces the household production service. Especially when the employment of married woman from high income class(highly educated, middle-class, upper-class) is increased, they tend to get employed in more professional and highly skilled industries, which leads to higher effect on employment induction, and consequently increasing the labor demand for low-skilled service industry.

  • PDF

A Study of Relationship with User Characteristics and Paid Contents Consumption on IPTV Services (IPTV 서비스 이용자 특성과 유료 콘텐츠 구매의 관련성에 대한 연구)

  • Sawng, Yeong-Wha;Kim, Juil;Kim, Myung-Jung;Park, Sun-Young
    • Journal of Information Technology Applications and Management
    • /
    • v.21 no.2
    • /
    • pp.15-29
    • /
    • 2014
  • This study analyzes the influence factors of IPTV users on the purchase of paid contents. This study carries out a web-log analysis of the actual users of the service provided by the domestic IPTV providers and classifies the influence factors on the purchase of paid contents largely into VOC, switching barriers, and content consumption pattern to conduct an empirical analysis. As analysis procedure, first, this study analyzes the preceding researches related to the core influence factors and content-purchasing patterns, and second, conducts a basic statistics analysis of the distribution of basic characteristics of the logs used, as presented in the above. Third, this study carries out a multiple regression analysis as an estimating equation of the number of purchasing the paid content depending on switching barriers of IPTV service, VOC, and content consumption pattern. As a statistical package, Stata version 11.2 was used. Through the empirical analysis, this study found that of the service use logs, VOC and content consumption pattern had a multi-dimensional impact on the purchase of premium contents. On the other hand, this study also found that the impact of switching barriers such as combination state with other products and current status of holding a point did not have a significant impact on the purchase of paid contents.

Analysis of the Awareness of the Value and the Consumption Pattern on Milk of Elementary Middle and High School Students (서울 지역 초.중.고등학생들의 우유 가치구조 인식 및 섭취 행태 분석)

  • Kim, Jung-Hyun
    • Journal of the Korean Home Economics Association
    • /
    • v.45 no.1
    • /
    • pp.23-33
    • /
    • 2007
  • This study was performed to investigate the awareness of the value on milk and the consumption pattern on milk of elementary, middle and high school students. The subjects were 453 students(129 elementary, 129 middle, and 195 high school students) living in the Seoul area. The results were as follows. The students of this study demonstrated low levels of awareness of the value of milk. They had an awareness of the value of milk about 'convenience', 'healthful', 'safety', 'diversity', and 'useful for snack'. Most students reported drinking milk two to three times a week and 13.2% of students preferred flavored milk rather than plain milk. General preference for milk was significantly higher in elementary school students than in high school students(p<0.001). The degree of satisfaction on milk was significantly higher in elementary school students than in middle and high school students(p<0.001). The respondents answered that their source of information about milk was the mass media. Their source of information from school was very low. In order to increase the consumption of plain milk, milk nutritional education is necessary in schools.