Day: October 27, 2022

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Analysis Of Energy Consumption In India Python Project

Energy is one of the most important resources available to man and it is necessary to keep a check on the growing need for energy day by day.

The Issue of the availability of Energy is getting prominent these days. So to analyze the consumption of energy and production of Energy via available Energy Resources is important.

The project describes the consumption of energy resources of all states of India in the last few years with respect to the population of India state-wise and predicts the future energy requirements for every state.

INTRODUCTION

India is a growing economic superpower. At this point in time, we are sitting at the tip of our economic explosion. The vast reserves of resources in all factors of production have earned us the title of The Land of Potential. But this comes at a cost, with this growth potential comes the need to satisfy the potential through the generation of energy.

To meet this challenge of growing energy is very important for India and it is even more important to predict the future requirements of energy in our country.

If we are able to predict the energy required in the future it will boost the potential of the country and increase the overall growth in every field

Background and Basics:

The programming language Python is very useful for the analysis of data in every field.
Python has been used to show the analysis of data in a diagrammatical format like a Pie Chart, Bar Chart, and Multiple Bar Chart.
It also shows a map of India with respect to the intensity of Energy Consumption as well as the Population of India state-wise. By using Machine Learning.
We have predicted the requirement of the amount of energy for every state using The Linear Regression Machine Learning Algorithm. It uses two parameters on the outcome and one on which the outcome depends
The population has been used as a parameter on which energy depends

Future Use

This program gives a clear idea about the energy requirement in the Future.

Software and Hardware Requirements

Details of software

Python
Anaconda (Spyder) IDE
Required Python Libraries:
Numpy
Pandas
Matplotlib
Tkinter
PIL
Mpl_toolkits.basemapDetails of hardware

Details of Hardware

Working PC

Methodology

The SUBMIT button on the GUI checks the availability of state i.e.it checks the correct state.

The PIE Chart on the GUI plots the energy resource required percentage-wise.
The BAR Chart on the GUI plots the energy resource required percentage-wise.
Flow of Project
Our project takes a dataset of the population from the year 2013 to 2017 and energy requirements in India per state from the year 2013 to 2016.

The data from every set from the years 2013-16 has been used in order to train the machine using linear Regression and data from 2017 for the population has been used in order to test the model to predict the future requirement of energy.

The energy requirements predicted as well as actually have been represented using the map of India i.e. greater the intensity on the map higher the energy required for that state, bar chart, and Pie chart.

Results and Discussion

Pie Chart of Energy Resources of Maharashtra Year 2015
Resource-wise Production of energy

Map of India according to energy consumption

Conclusion

We have used python to show the analysis of data in a diagrammatical format like a Pie Chart, Bar Chart, and Multiple Bar Chart.
It also shows a map of India with respect to the intensity of Energy Consumption as well as the Population of India state-wise.
By using Machine Learning, we have predicted the requirement of the amount of energy in the specified year for each state in India.
Technologies used in the project are Python, Machine learning, and Data Analysis.
This program gives a clear idea about the energy requirement in the Future.

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Online Cafe and Salon Management System Angular Project

During the Internship, Students worked on various static websites which include websites of café and event management companies. My internship also includes work on the Angular project Salon management system. This management system includes my main contributions in the registration portal, login portal, password changing portal, membership and offer cards, and other registration and contacts forms. This summer internship provided me with team experience and helped me in developing my skills in Web development using HTML, CSS, and JavaScript. Students have worked with the development of the front end and design of a Company’s Website and Dashboard.

Overall, the Internship program helped me in different ways to grow my knowledge in my field and also gave me insight into how to work in a team with proper coordination and in a timely manner.

ACKNOWLEDGEMENT

Working on these Cafe and Salon Management System projects has given us a wide opportunity to think, implement and interact with various aspects of computer technologies as well as learn new skills. One of the most fruitful benefits of working on this project is that we got a proper experience of working as a team, working on our assigned tasks, supervising and correlating with others, and management of the entire team with their tasks and completing the whole project.

I would also like to express our sincere thanks to our HOD and Course Directors, because of them we got the opportunity of having this group project as a subject in our current semester, and as a result, provided us the seed of execution of such a wonderful idea into action.

Overview of Projects

  • The Salon is a salon management system that has functions like admin management, customer tracking, and product shopping from the web.
  • The Café is a static site that has been designed for the users to get acknowledgment about the café. It has functionalities like booking tables, ordering online food, and menu details.

Objective

  • The objective of the salon management system: The Salon is to keep track of its daily expenses, customer, manage staff, and Publicity of its salon.
  • Static website Cafe management system which is designed also has the main objective of reaching more and more people through the help of the internet and making their marketing more strategic in the market.

Tools and Technologies

When the idea of making a web-based application came to our mind, the first thing that was required to be done was to gather information about the things that were required to be learned by us in order to make this project come to life. Hence after some brainstorming and group discussions, we followed the following figure and according to that learned the things in order.

After conducting this brainstorming and learning the process the tools and technologies that we had to use were as follows:

For Salon:

  • Angular
  • NodeJS
  • Stackoverflow (to learn about our software requirements)
  • GitHub (to learn about our topic)

For Static Website (The Cafe): 

  • Html
  • CSS
  • JavaScript
  • Bootstrap

IDE’s:

  • Visual Studio Code

Roles and Responsibility

  • Contributed to the making of a few modules for the Salon which includes modules like registering customers, forgetting passwords, and reset
  • Also contributed to live project

Implementation Environment:

 The backbone and the main aspect of the software side of the project were to run the HTML code, perform the JavaScript and make the site more user-friendly by adding CSS. So the implementation was carried out in such a way that the correlation of different files would be done easily. Hence, the use of an IDE was a must. Initially, we thought of using IntelliJ IDEA but the idea was dropped later on and we began working with the visual studio code 2020.

Sometimes to organize we even had to use some text editors like sublime text, atom, etc. Implementation of the code was done altogether after we researched and sorted the image data that we obtained. The basic approach that we used was the partial compilation method and went on integrating the small amount of the code into larger ones, module by module.

CONCLUSION

 In the end, we would just like to briefly explain how this project helped us to excel at our own best level and made us learn a lot of new things, technologies, and team management. And also implement all of the skills that we previously acquired or learned later on as a part of the completion of the project. Moreover, this project helped us to learn about the real scenarios of working in a team for real tasks and to cope with deadlines, quality management, and each and every aspect of the project. This project gave us the motivation to think differently and express our own ideas to implement them. Also, it taught us how to deal with errors, quality-related, time-related, and other management-related problems.

Most importantly with the medium of this project, we learned Many new skills, ranging from soft skills to technical skills. Qualities related to management, problem-saving time saving, etc. were also learned by us. We tried to make an honest solution for people out there facing problems and learned how all the skills combined: with the help of a perfect team and proper management along with proper skills is the key to providing the solution to any possible problems out there. And we believe that we did a great job implementing all our knowledge, and are grateful to present this execution of one such idea.

Thanking all those who helped us in a big or a small way with this project. Every contribution that has been given is very valuable to us and is the true reason for this project to stand out as a pioneer-based preliminary project and success of this project. With that being notified we heartily present our project and welcome all suggestions or improvements with open hands.