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An Advanced Home Energy Management System Facilitated by Nonintrusive Load Monitoring With Automated Multiobjective Power Scheduling
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An Advanced Home Energy Management System Facilitated by Nonintrusive Load Monitoring With Automated Multiobjective Power Scheduling

Category : RTOS


Sub Category : Power management


Project Code : ITROS08


Project Abstract

Abstract:

 

Nowadays, electricity energy demands requested from down-stream sectors in a smart grid constantly increase. One way to meet those demands is use of home energy management systems (HEMS). By effectively scheduling major household appliances in response to demand response (DR) schemes, residents can save their electricity bills. In this paper, an advanced HEMS facilitated by a nonintrusive load monitoring (NILM) technique with an automated non dominated sorting genetic algorithm-II (NSGA-II)-based multi objective in-home power scheduling mechanism is proposed. The NILM as an electricity audit is able to non intrusively estimate power consumed by each of monitored major household appliances at a certain period of time. Data identified by the NILM are very useful for DR implementation. For DR implementation, the NSGA-II-based multi objective in-home power scheduling mechanism autonomously and meta-heuristically schedules monitored and enrolled major household appliances without user intervention. It is based on an analysis of the NILM with historical data with past trends. The experimental results reported in this paper reveal that the proposed advanced HEMS with the NILM assessed in a real-house environment with uncertainties is workable and feasible.

 

 

 

Existing system

Proposed system

   To deliver the power in critical time is one of the challenging techniques.

   Non renewable energy sources are used for power generation.

 

Drawbacks of existing system:

     Do not deliver reliable power.

     Pollute the environment

     Power shutdown taken place

 

   RTC(real time clock) is used for scheduling power to a distribution network.

   Current sensor is used for protect the device from damages

Advantages of proposed system:

     Deliver the reliable  power

     Protect the device from damage.

     GSM is used for intimation.

 
 
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