Analyzing Residential Electricity Consumption Patterns Based on Consumer’s Segmentation

نویسندگان

  • Henrique Pombeiro
  • André Pina
  • Carlos Silva
چکیده

The identification of energy consumption patterns contributes for the tailoring of energy efficiency solutions. This paper contributes to this issue by addressing the characterization of electricity consumption data with 15 min sampling of twenty two households, in Lisbon. The consumers have been segmented according to: social class, contracted power, number of rooms, family size and type of tariff (flat or dual prices). Social class has been estimated according to education and income. The results show that consumption behavior has a stronger association with inner values rather than the habitation characterization. In fact, families who have chosen non-flat tariff consume less electricity than remaining ones. Such a choice should be a consequence of a higher energy (and cost) consciousness associated to the choice of a dual-tariff and a consequent decrease of electricity consumption. Social class can be a reflection of income but, more than that, a reflection of education, knowledge (also energyrelated knowledge), values and amount and performance of the existing appliances. For this reason, such factors should be analyzed more intensively by crossing consumption to occupancy and equipment efficiency, as well as socioeconomic characterization, resourcing to social sciences expertize. With the proper consumers’ characterization, the design of energy efficiency solutions should be more effective.

برای دانلود 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

Modeling Electricity Expenditures using BSOM based on Techno-Socio Economic: A Case Study of Urban Households of Iran’s Provinces

E lectricity has particular importance in the national economy and providing socio-economic welfare. It is considered an essential infrastructure of the countries development. This is why the management of electricity consumption and the formulation of proper policies for it is very important for policy-makers. To do this successfully, it is necessary to identify energy consumption p...

متن کامل

02 Residential Electricity Demand Management Through Tariff Structure: Agent-based Modeling

Recently, imbalances in the electricity production and consumption in Iran, have caused critical situations at specific times of the year; meanwhile, the residential sector, with a 51 percent share, is the main reason for peak demand crisis. According to the international experiences, it can be hoped that by revising the residential electricity tariff structure, consumption pattern in this sect...

متن کامل

02 Residential Electricity Demand Management Through Tariff Structure: Agent-based Modeling

Recently, imbalances in the electricity production and consumption in Iran, have caused critical situations at specific times of the year; meanwhile, the residential sector, with a 51 percent share, is the main reason for peak demand crisis. According to the international experiences, it can be hoped that by revising the residential electricity tariff structure, consumption pattern in this sect...

متن کامل

Residential Electricity Consumption Behavior Mining Based on System Cluster and Grey Relational Degree

In order to improve the utilization of the residential electricity consumption data which contains the information on the user’s electricity consumption habits, a residential electricity consumption behaviors mining algorithm model is constructed. Firstly, according to the attribute, the collected data can be divided into the global data and the phase data, then the appropriate global variables...

متن کامل

Modeling of Monthly Residential and Commercial Electricity Consumption Using Nonlinear Seasonal Models—The Case of Hong Kong

Accurate modeling and forecasting monthly electricity consumption are the keys to optimizing energy management and planning. This paper examines the seasonal characteristics of electricity consumption in Hong Kong—a subtropical city with 7 million people. Using the data from January 1970 to December 2014, two novel nonlinear seasonal models for electricity consumption in the residential and com...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012