/BK224_404teamnotfound

Official repository for SIH Problem Statement

Primary LanguageCSS

BK224_404teamnotfound

Official repository for SIH Problem Statement --> This Repository contains the solution for Process Modelling and simulation statement given by GAIL

Explainatory Video

Technologies/Languages Used -
  • HTML
  • CSS
  • Javascript
  • Bootstrap
  • Flask
  • Python
  • Machine Learning
--> Code for the frontend of the Application can be found out here - Code

--> Code for the Backend of the Application can be found out here - Code

--> To check out the working of the Application - Demo

--> API endpoint for Heat Exchanger - API

Machine Learning Model

Artificial Neural Network Architecture

Layer (type) Output Shape Param
dense_70 (Dense) (None, 512) 3584
dense_71 (Dense) (None, 256) 131328
dense_72 (Dense) (None, 128) 32896
dense_73 (Dense) (None, 64) 8256
dense_74 (Dense) (None, 64) 4160
dense_75 (Dense) (None, 32) 2080
dense_76 (Dense) (None, 1) 33

Epoch vs Loss Graph