Fuzzy Prediction Interval Models for Forecasting Renewable Resources and Loads in Microgrids

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Optimal Operation of Microgrids Using Renewable Energy Resources

With the development of distributed generation resources and the increase of energy generation technologies, the operation of power systems faced with new complexities. Due to the development of smart grids and the use of renewable energy resources, a suitable method for the optimal use of these resources is of great importance. International organizations and institutions are trying to develop...

متن کامل

Islanded Operation of Microgrids with Inverter Connected Renewable Energy Resources

This paper contains a control scheme for power sharing in islanded microgrids with invertersourced distributed energy resources that combines robust control and droop control. As the load within the microgrid changes, the inverter-sourced generators share the change in the load; this paper shows that the uncontrolled load sharing among the generators will be arbitrary and methods such as droop ...

متن کامل

Prediction Intervals for Short-Term Load Forecasting Neuro-Fuzzy Models

In the paper the problem of estimation of the prediction intervals (error bars) for the family neuro-fuzzy Short-Term Load Forecasting (STLF) models is discussed. We investigate two neuro-fuzzy networks: Fuzzy Basis Function (FBF) Networks, and linear neuro-fuzzy model with Tagagi-Sugeno reasoning. The paper contains comparison of selected most important methods for error bars calculation (anal...

متن کامل

Real -Time Pricing Design Considering Uncertainty of Renewable Energy Resources and Thermal Loads in Smart Grids

In this paper, a novel real time pricing design is presented for Demand Response (DR) programs. A Load Serving Entity (LSE) is responsible to provide energy for flexible loads, inflexible loads and thermal loads. The LSE consider operation conditions of system and uncertainty of renewable energy resources and it designs a Real Time Price (RTP) demand response. The inflexible and thermal loads c...

متن کامل

Overview and Comparison of Short-term Interval Models for Financial Time Series Forecasting

  In recent years, various time series models have been proposed for financial markets forecasting. In each case, the accuracy of time series forecasting models are fundamental to make decision and hence the research for improving the effectiveness of forecasting models have been curried on. Many researchers have compared different time series models together in order to determine more efficien...

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

ژورنال

عنوان ژورنال: IEEE Transactions on Smart Grid

سال: 2015

ISSN: 1949-3053,1949-3061

DOI: 10.1109/tsg.2014.2377178