What is the recurrent neural network

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Reference no: EM132372601

A Research Proposal - A Tool For Residential Load Disaggregation And Demand Management.

Objectives

• Development of a software tool to disaggregate residential aggregate load, loads in low voltage distribution network

• Development of a tool to automatically estimate capacity for demand response through controllable residential loads

• Coming up with an approach of iterative disaggregation with regard to the appliance consumption pattern algorithm

• Tool development that help in automatic estimation of the responses of demand via controllable residential loads

• Coming up with a software tool to disaggregate electric consumption in homes

Research Questions

1 What is the regress Start Time, End Time and power average algorithm?

2 What is the recurrent neural network?

3 How do you perform a disaggregation stage analysis?

4 What is the monitoring system prototype in the market?

5 What is the general characteristic of customers?

Project plan

Step 1.

• Getting an insight of the goals and objectives of the project

• Get the proper knowledge about the background of the topic

• Write down the project proposal comprehensively

Step 2

• Conduct an extensive study of residential load disaggregation

• Develop a consumer-centric energy model management

• Develop a constrained swarm intelligence of energy disaggregation-piloting

Step 3.

• Monitoring the system prototype

• Ascertaining the customer characteristics

• Demodulating and filtration of pulse waveforms using the HT principle, single square signal and instantaneous frequency.

Step 4.

• Evaluation of end-uses of residents

• Evaluation of DR: A look at the ancillary services

Step 5.

• Finalize the model

• Review and submit the report

Attachment:- Research Proposal.rar

Reference no: EM132372601

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