RES-based microgrids are often threatened by critical conditions due to variations
in solar radiation in PV plants or wind intensity in wind turbines. This study
provides a strategic framework to balance the supply and demand fluctuation for
RES-based microgrids in an isolated area. By proposing the NILM, the load can be
separately monitored for load shedding later when a critical condition occurs.
NILM based on Data-Flow Programming (BDT) offers an appropriate NILM
method to be applied to isolated areas. The infrastructure needed to implement the
proposed method is related to building a monitoring station equipped with a set of
computers and sensors so that the NILM algorithm can proceed. The load shedding
and load priority algorithm are also presented in this study to achieve customer
satisfaction. The method was developed by considering the limitations of
infrastructure in communication, transportation, and other technologies in isolated
areas. Therefore, it is necessary to have good cooperation between grid operators
and consumers so that the proposed method can work properly.