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Naresh_Ram's Projects

pattern_classification icon pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

personal-finance icon personal-finance

This is dashboard app created using streamlit. The data has been collected manually in excel and plotly has been used for visualization...

pier icon pier

Perspectives on Indian Energy based on Rumi (PIER)

piml_converter icon piml_converter

This is the code and data for the IEEE TPEL paper "Parameter Estimation of Power Electronic Converters with Physics-informed Machine Learning"

pomato icon pomato

Power Market Tool for the comprehensive analyses of modern electricity markets (Python+Julia)

powergridworld icon powergridworld

PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969

powergym icon powergym

A Gym-like environment for Volt-Var control in power distribution systems.

pownet-laos icon pownet-laos

PowNet-Laos: Unit Commitment / Economic Dispatch model for the Laotian power system (with sample data)

practical_rl-coursera icon practical_rl-coursera

My Solution to the Programming Assignments for Practical Reinforcement Learning from Coursera

problem1 icon problem1

This repository consists of illustrative examples of mixed integer linear programming problems arising in battery-based energy storage systems, economic dispatch and unit commitment problems.

problem2 icon problem2

This problem implements a hybrid solar and battery energy storage model. Battery 1MW/2MWh strictly charges from solar plant of capacity 5MW.

projects icon projects

Various Small Projects on Various Subjects

proxmin icon proxmin

Proximal optimization in pure python

psse icon psse

Power system state estimation IEEE 14 Bus (Python code)

psse_code icon psse_code

It includes WLS, WLAV (matlab) and neural network models for power system state estimation.

pssextra icon pssextra

This project includes useful python scripts and algorithms to interact with pss/e software.

pvrl icon pvrl

Photovoltaic control using RL methods.

pwc icon pwc

Papers with code. Sorted by stars. Updated weekly.

pyomo icon pyomo

The main repository for the Pyomo optimization modeling software.

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