Segmentation of Factories on Electricity Consumption Behaviors Using Load Profile Data
نویسندگان
چکیده
منابع مشابه
Analyzing Residential Electricity Consumption Patterns Based on Consumer’s Segmentation
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 ta...
متن کاملTraining Load Monitoring Algorithms on Highly Sub-Metered Home Electricity Consumption Data
The growing interest in energy-efficient buildings is driving changes in investment, design, and occupant behavior. To better focus cost and resource conservation efforts, electricity consumption feedback can be used to provide motivation, guidance, and verification. Disaggregating by end-use helps both consumers and producers to identify targets for conservation. While hardware-based sub-meter...
متن کاملHousehold Electricity Consumption Data Cleansing
Load curve data in power systems refers to users’ electrical energy consumption data periodically collected with meters. It has become one of the most important assets for modern power systems. Many operational decisions are made based on the information discovered in the data. Load curve data, however, usually suffers from corruptions caused by various factors, such as data transmission errors...
متن کاملPrediction of Electric Load using Kohonen Maps - Application to the Polish Electricity Consumption
The problem of electrical load forecasting presents some particularities, compared to the generic problem of time-series prediction. One of these particularities is that several values (corresponding to one day of consumption) are usually expected as the result of the prediction. In this paper, we propose an original method dividing the problem into three parts: prediction of the daily mean, of...
متن کاملModelling the load curve of aggregate electricity consumption using principal components
Since oil is a non-renewable resource with a high environmental impact, and its most common use is to produce combustibles for electricity, reliable methods for modelling electricity consumption can contribute to a more rational employment of this hydrocarbon fuel. In this paper we apply the Principal Components (PC) method to modelling the load curves of Italy, France and Greece on hourly data...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2016
ISSN: 2169-3536
DOI: 10.1109/access.2016.2619898