학술논문

A retroactive approach to microgrid real-time scheduling in quest of perfect dispatch solution
Document Type
article
Source
Journal of Modern Power Systems and Clean Energy, Vol 7, Iss 6, Pp 1608-1618 (2019)
Subject
Microgrid
Renewables
Real-time scheduling
Perfect dispatch
Grid integration
Production of electric energy or power. Powerplants. Central stations
TK1001-1841
Renewable energy sources
TJ807-830
Language
English
ISSN
2196-5420
Abstract
As an emerging paradigm in distributed power systems, microgrids provide promising solutions to local renewable energy generation and load demand satisfaction. However, the intermittency of renewables and temporal uncertainty in electrical load create great challenges to energy scheduling, especially for small-scale microgrids. Instead of deploying stochastic models to cope with such challenges, this paper presents a retroactive approach to real-time energy scheduling, which is prediction-independent and computationally efficient. Extensive case studies were conducted using 3-year-long real-life system data, and the results of simulations show that the cost difference between the proposed retroactive approach and perfect dispatch is less than 11% on average, which suggests better performance than model predictive control with the cost difference at 30% compared to the perfect dispatch.