Ai based load monitoring and power distribution for optimal power consumption

Techs: Software: Matlab for Ai modeling ( Load prediction) Developed an app on ( react ,Native nort js) website (html ,java ,css)Hardware: complete circuit on pcb (relay's,node MCU,PZEUM004,tf)
Department: Electrical & Computer Engineering
MS Team URL: URL not found

Motivation of projects are. 1 Lack of real time monitoring system and for accurate energy consumption data 2 User lack visibility into their energy consumption patterns Develop a hardware to take power reading and transmitting that data to a real time data base

Objectives

To build an app for user to view real time energy consumption with it prices To build a system that can help for future load forecast To develop a systems which can prevent from complete blackout In case of energy short fall

Socio-Economic Benefit

1 Real time monitoring grant user inside into their energy usage pattern, encouraging responsible consumption 2 Automation stream line billing process for distribution company, reducing manual intervention and errors 3 Automated load management during electricity shortfall prevent blackout ensuring uninterrupted power supply to essential appliance's 4 Collective effort lead to enhance energy efficiency and reduce carbon foot print

Methodologies

Planning and requirements gathering 2. System design 3. Sensor integration 4. Development of Monitoring interface 5. Algorithm development 6. Hardware implementation 7. Software Development 8. Testing and validation