Efficient energy management system using Internet of things with FORDF technique for distribution system

Abstract

Energy management system for the distribution system using Internet of things with hybrid technique. The proposed hybrid technique is the joined execution of both the fruitfly optimisation algorithm and random decision forest and named as FORDF strategy. The main objective of the proposed system is to optimally manage the power and resources of distribution system by persistently screen the data from the Internet of things-based communication system. In the proposed system, each home device is interfaced with data acquisition module with IP address bringing about a huge work wireless network of devices. So as to encourage the improvement of demand response for distribution system to deal with the energy, the Internet of things-based communication system is utilised. So as to ideally deal with the energy, the optimal load demand prediction and the energy control PROCESSES are handled by the FORDF system. Besides, the optimum utilisation of the accessible resources and the flexibility of such networks are given and expanded by the Internet of things based distribution system. Furthermore the proposed technique is qualified to satisfy the general SUPPLY and energy demand. At long last, the proposed model is implemented in MATLAB/simulink platform and the exhibition is contrasted and different systems 1 This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

Construction and Application of an Interactive Teaching Platform for Aesthetic Education in Ecological Environments

“…In the process of English learning, a studentcentered approach can fully mobilize students' interests and improve learning efficiency. Within the online classroom, educators can leverage the platform advantages and resources to enhance students engagement through interaction features (Vinjamuri & Rao, 2021). The construction process of the integrated multi-architecture network nodes, based on the Kruskal algorithm, is shown in Figure 2.…”

A systematic review of energy management system based on various adaptive controllers with optimization algorithm on a smart microgrid

“…This innovative EMS method may benefit all consumers and therefore benefit all stakeholders directly. Vinjamuri and Rao 83 explains how the IoT is utilized for two‐way communication and OEM on a distributed MG. The primary goal of the suggested system is to optimize the distribution system's power and resources by continuously screening data from the IoT.…”

Research on the application of DT and K-NN-based data mining algorithms in network intrusion monitoring

“…The use of the Internet has made people's lives easier, faster and richer. Work, education, healthcare and transportation are all closely related to the Internet, and Internet technology has truly enabled information sharing and resource sharing [1][2] . Along with the development of network technology, a series of network security problems caused by network intrusion have become more and more frequent.…”