Household Electricity Consumption Routines and Tailored Feedback

نویسندگان

  • Joana Abreu
  • Francisco Câmara
چکیده

Evidence suggests that rational alternatives do not necessarily drive the choices made by real individuals in the privacy of their homes, Therefore, an understanding of the characteristics of the utility’s customer base, is useful to help design utility programs that target the customer’s ordinary daily practices. This paper summarizes the main results of a method to highlight familial habits by datamining electricity consumption datasets. Target families were participants in a small-scale experiment that resembles a utility led advanced meter infrastructure implementation. The process highlights load shapes, which occur more frequently for days with similar characteristics. Approximately 80% of the household electrical use can be explained within those load trends. These include: load shape for unoccupied baseline, hot working days, temperate days, cold working and cold weekend days. We conclude with a discussion of possible applications of the electricity consumption trends for feedback and segmentation.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Scalable and Personalized Energy Efficiency Services with Smart Meter Data

Information and communication technology plays an important role in addressing the world’s energy problem. Networked digital electricity meters (so-called smart meters), for instance, can provide households with real-time information on their electricity consumption and thus help them to conserve energy. Initial expectations on the saving potential of this technology were too optimistic, howeve...

متن کامل

How Do Customers Utilitize Real-Time Usage Feedback? Evidence from Singapore

Real-time household-level feedback has the potential to improve the efficiency of electricity consumption. This feedback allows a household to obtain a better understanding of the relationship between different electricity consuming actions and changes in its monthly electricity bill, which should improve the household’s ability to assess the costs and benefits of each additional electricity co...

متن کامل

Energy Consumption in Economic Sectors and Environmental Pollution in Iran with Emphasis on Electricity and Non-Electricity

In this study, an attempt is made to investigate the effect of energy consumption on environmental pollution in Iran. For this purpose, a basic model (the whole economy) and three sectoral models (household, commercial and public; industry and transportation) has been estimated with an autoregressive distributed lag approach in the period 1971-2017. The results of the model estimation show the ...

متن کامل

Household electricity demand estimation: a regression discontinuity design approach

Estimating electricity demand elasticity in different sectors has been an essential research topic. Considering the fact that pricing electricity in various countries does not follow the same rules, many econometrics methods have been developed to estimate this crucial parameter. Electricity demand elasticity is defined as the percent change in electricity consumption in response to one percent...

متن کامل

The Effect of Targeted Subsidy Implementation on Electricity Consumption Distribution Inequality in Semnan Province

The main goal of this research is to investigate the effect of performing targeted subsidy on energy consumption inequality concerning Semnan province in Iran.  Doing so, first the Gini coefficient of the household electricity consumption is calculated using households budget micro data concerning urban and rural household during the years of 1984(1363)-2014(1393). Then, the effect of performin...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012