An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: smart-grid

u9n/dlms-cosem

A Python library for DLMS/COSEM

Language: Python - Size: 943 KB - Last synced at: about 10 hours ago - Pushed at: 26 days ago - Stars: 100 - Forks: 47

ChargePi/oscp-go

Open Smart Charging Protocol SDK for Go

Language: Makefile - Size: 83 KB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

abyss-soft/webpack-template-base

Готовая сборка webpack c сеткой smart-grid

Language: SCSS - Size: 1.31 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 29 - Forks: 27

mesmo-dev/mesmo

MESMO - Multi-Energy System Modeling and Optimization

Language: Python - Size: 440 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 54 - Forks: 12

fnesveda/DemandManagement

A diploma thesis investigating the options of controlling power demand of households to reduce peaks in total power consumption in smart grids.

Language: Python - Size: 1.89 MB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 3

mzy2240/ESA

Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)

Language: Python - Size: 1.79 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 47 - Forks: 13

zhgqcn/awesome-NILM-with-code

A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.

Size: 8.77 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 106 - Forks: 23

nishatrhythm/Power-Distributors-of-Bangladesh

This is an API of the power distribution companies in Bangladesh. It includes details of the BPDB, DESCO, DPDC, NESCO, WZPDCL, BREB.

Language: Python - Size: 6.13 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

ethicsai/ethical-smart-grid

Reinforcement learning environment for learning ethical behaviours in a SmartGrid use-case.

Language: Python - Size: 1.13 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

pwitab/iec62056-21

A Python library for IEC62056-21, Local Data Readout of Energy Meters. Former IEC1107

Language: Python - Size: 41 KB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 73 - Forks: 22

NeeleKemper/moevorl-ev-cm

A Comparative Study of Multi-Objective and Neuroevolutionary-based Reinforcement Learning Algorithms for Optimizing Electric Vehicle Charging and Grid Stability

Language: HTML - Size: 93.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

speckhard/python_grid_est

Language: Python - Size: 1.83 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

kchristidis/island

A simulator for blockchain-based local energy markets

Language: Go - Size: 14.5 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 1

MartinRepo/SmartGrid

Implementation of some smart grid sheduling algorithms, with a visualization page.

Language: C++ - Size: 877 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

josephfedrick/job_scheduler

This file is for the async documents

Language: Shell - Size: 425 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MateoGreil/python-comwatt-client-legacy

A Python client library for interacting with the Comwatt API (Legacy: go.comwatt.com)

Language: Python - Size: 8.79 KB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MateoGreil/python-comwatt-client

A Python client library for interacting with the Comwatt API.

Language: Python - Size: 37.1 KB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

mar-jk/energy_management_tools

tools for managing smart grids

Size: 226 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MateoGreil/homeassistant-comwatt

Comwatt Integration for HomeAssistant

Language: Python - Size: 90.8 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 19 - Forks: 3

onapte/federated-learning-smartgrids

Reupload of my project leveraging Federated Learning on Smart Grid data.

Language: Python - Size: 18.6 KB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

Grant-Inna/History

Site with jQuery on flex box by my one design

Language: JavaScript - Size: 27 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

SyedHasnat/Papers

Contains the code for the paper "Multi-Horizon Short-Term Load Forecasting Using Hybrid of LSTM and Modified Split Convolution"

Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 4

dries007/P1logger

Smart Meter data logger, using the P1 port standard.

Language: C - Size: 6.17 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 2

FlorianDe/power-grid-gans

This project contains an extensible GAN Framework which can be used to generate power grid related data for simulations.

Language: Python - Size: 417 KB - Last synced at: 16 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 5

Honeypatel123/Smart-Energy-Grid

A project aimed at optimizing energy distribution and detecting electricity theft in the Gorwa Sub Division of MGVCL using Machine Learning and Big Data analytics for real-time monitoring and visualization.

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

IntelliSenseIoT/XserverIoTOnboardTask.NET

IoT, Azure and Machine Learing connectivity plugin (Linux)

Language: C# - Size: 40.7 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

emadef1/FaultGuard

FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Ildar-Daminov/Receding-horizon-algorithm-for-dynamic-transformer-rating

MATLAB code and data for the paper Ildar Daminov, Anton Prokhorov, Raphael Caire, Marie-Cécile Alvarez-Herault, "Receding horizon control application for dynamic transformer ratings in a real-time economic dispatch,"in IEEE PES Powertech, Milan, Italy, 2019. DOI: 10.1109/PTC.2019.8810511"

Language: MATLAB - Size: 389 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Ildar-Daminov/Reserve-capacity-of-transformer-for-load-connection

MATLAB code and data for the paper I. Daminov, A. Prokhorov,T. Moiseeva, M-C. Alvarez-Hérault, R. Caire,"Application of dynamic transformer ratings to increase the reserve of primary substations for new load interconnection" in CIRED conference, Madrid, Spain, 2019.

Language: MATLAB - Size: 2.81 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Ildar-Daminov/Energy-limit-of-power-transformer

MATLAB code and data for the research article : I. Daminov, A. Prokhorov, R. Caire, M-C Alvarez-Herault, “Energy limit of oil‐immersed transformers: A concept and its application in different climate conditions” in IET Generation, Transmission & Distribution (IF: 2,862, Q1), 2021,

Language: MATLAB - Size: 2.78 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Ildar-Daminov/Assessment_Dynamic_Thermal_Rating_of_Transformers

MATLAB code and data for the article 📋: I. Daminov, A. Prokhorov, R. Caire, M-C Alvarez-Herault, “Assessment of dynamic transformer rating, considering current and temperature limitations” in International Journal of Electrical Power & Energy Systems (IF: 3,588, Q1), 2021

Language: MATLAB - Size: 1.81 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 1

bitstoenergy/iclr-tutorial

Smart Meter Data Analytics Tutorial @ 11th International Conference on Learning Representations (ICLR 2023)

Language: Jupyter Notebook - Size: 4.38 MB - Last synced at: 9 months ago - Pushed at: 12 months ago - Stars: 14 - Forks: 5

pwitab/iflag

A Python library for the Itron / Actaris IFLAG and Corus protocol

Language: Python - Size: 51.8 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

nicomignoni/Smart-Grid-Centralized-Opt

Scripts for a university project, a simple centralized smart grid energy cost minimization problem.

Language: MATLAB - Size: 1.09 MB - Last synced at: 13 days ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 1

akoutsop1909/BSc_Thesis

Investigating electric vehicle charging and load shifting strategies

Language: R - Size: 32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Subaru-Gastraea/IoT_Smart_grid

Bachelor degree graduate program

Language: C++ - Size: 41.7 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

xuwkk/DDET-MTD

This repo contains all the codes and data for 'Blending Data and Physics Against False Data Injection Attack: An Event-Triggered Moving Target Defence Approach'

Language: Jupyter Notebook - Size: 9.38 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 4

sustainable-computing/deadline-aware-fair-scheduling

A Deadline-Aware, Incentive-Compatible and Proportionally-Fair Mechanism for EV Charging in Distribution Grids

Language: Python - Size: 137 MB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 1

SaM-92/energy-data-entsoe

The ENTSO-E Data Analysis Tool is an interactive web application designed to streamline the analysis of the European Network of Transmission System Operators for Electricity (ENTSO-E) power system data. This tool is crafted to facilitate a seamless operation in handling, visualising, and analysing electricity market and grid data across Europe.

Language: Python - Size: 8.79 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

crond-jaist/GridAttackSim

GridAttackSim: Smart Grid Attack Simulation Framework

Language: Zimpl - Size: 3.08 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 9

Pratik-Harsh/Matlab_Code

Two stage heuristic method to reconfigure the distribution networks

Language: MATLAB - Size: 66.4 KB - Last synced at: 25 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

abtahiishmam3/LSTM-Power-Demand-Forecasting-Smart-Grid

This repository contains code implementing a Long Short-Term Memory (LSTM) neural network model for Power Demand Forecasting. Inspired by the techniques outlined in our paper titled "Demand Forecasting in Smart Grid Using Long Short-Term Memory"

Language: Jupyter Notebook - Size: 2.23 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

FredSRocha/fsr-smart-grid

Smart grid for responsive design.

Language: HTML - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

jddeguia/bagging-lstm

Implementation of bagging-based ensemble for solar irradiance prediction. Base learners used in ensemble learning is stacked-LSTM

Language: Jupyter Notebook - Size: 1.44 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 2

rithviknishad/daeg 📦

DAEG is about Decentralized and Autonomous Energy Grid project to provide a framework to manage clusters of DC microgrid.

Language: Python - Size: 11.8 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

supsi-dacd-isaac/krangpower

Distribution System Simulator based on OpenDSS and OpenDSSDirect.py. Modern Syntax, DataFrames, Pint, Networkx, Algorithmic Agents.

Language: Python - Size: 5.37 MB - Last synced at: 28 days ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 1

sergey-glushakov/smartgrid-generator 📦

Настройки адаптивной сетки smartgrid и генерация в smart-grid.scss

Language: JavaScript - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

jddeguia/compare-forecast-models

Energy production of photovoltaic (PV) system is heavily influenced by solar irradiance. Accurate prediction of solar irradiance leads to optimal dispatching of available energy resources and anticipating end-user demand. However, it is difficult to do due to fluctuating nature of weather patterns.  In the study, neural network models were defined to predict solar irradiance values based on weather patterns. Models included in the study are artificial neural network, convolutional neural network, bidirectional long-short term memory (LSTM) and stacked LSTM.  Preprocessing methods such as data normalization and principal component analysis were applied before model training. Regression metrics such as mean squared error (MSE), maximum residual error (max error), mean absolute error (MAE), explained variance score (EVS), and regression score function (R2 score), were used to evaluate the performance of model prediction. Plots such as prediction curves, learning curves, and histogram of error distribution were also considered as well for further analysis of model performance. All models showed that it is capable of learning unforeseen values, however, stacked LSTM has the best results with the max error, R2, MAE, MSE, and EVS values of 651.536, 0.953, 41.738, 5124.686, and 0.946, respectively.

Language: Jupyter Notebook - Size: 3.36 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 4

mascanc/MOSA2

Language: Java - Size: 6.26 MB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 3

Dellintel98/smart-nanogrid-gym

Smart Nanogrid Gym is an OpenAI Gym environment for simulation of a smart nanogrid incorporating renewable energy systems, battery energy storage systems, electric vehicle charging station, grid connection, a connected building and using vehicle-to-everything methodology.

Language: Jupyter Notebook - Size: 31.4 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2

nicomignoni/Multiple-storage-systems-in-smart-grids

Simulations code for MSc thesis.

Language: MATLAB - Size: 6.98 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 1

webmaxx/start_html

Start HTML Template

Language: JavaScript - Size: 3.16 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 2

smoke-trees/sparc

Smart Grid solution which compiles home networks and grids in an effecient manner, controlled by recurrent networks which predict distribution and consumption and also supported by an energy credit system. All running as microservices supporting each other.

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 4

ElsevierSoftwareX/SOFTX-D-20-00087

pycity_scheduling - A Python framework for the development and assessment of optimization-based power scheduling algorithms for multi-energy systems in city districts. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001230

Language: Python - Size: 993 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 5

denisraymer/richbee-relation

HTML layout for Richbee. The parallax effect has been implemented. System of modal windows with warnings. The development used GULP, BEM, BABEL, WEBPACK, SCSS, SMARTGRID

Language: HTML - Size: 1.04 MB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 0

denisraymer/top-news-israel

News site layout using GULP, BEM, BABEL, WEBPACK, SCSS, SMART-GRID

Language: HTML - Size: 32.7 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

hector6298/smart_electric_monitoring

simple electric monitoring with Wemos D1, MQTT, plotly dash and SQLAlchemy.

Language: Python - Size: 7.97 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

WhyNotSwitch/Switch-Website-3.0

New switch website deisgn base

Language: HTML - Size: 112 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mihaela06/microgrid-blockchain

A blockchain Dapp for energy management in microgrids

Language: Jupyter Notebook - Size: 38.1 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

LuisFDuarte/node-red-contrib-modbus Fork of BiancoRoyal/node-red-contrib-modbus

The all in one Modbus TCP and Serial contribution package for Node-RED. Forked repo to consume data from solar inverters taht use MODBUS protocol

Language: JavaScript - Size: 3.16 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

abradifcode/smart-grid Fork of dmitry-lavrik/smart-grid

SmartGrid project.

Language: JavaScript - Size: 47.9 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

jddeguia/grid-search-pca-cnn

Implementation of solar irradiance prediction model with grid-search optimization

Language: Jupyter Notebook - Size: 157 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

sandeepkota312/Cyber-Attack-Detection-in-smart-grid

This project's goal is to create a machine learning-based approach for detecting the health of power system assets(SCADA system) and would also detect harmful activity that could interfere with the grid's normal operation.

Size: 483 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

skababji/PowerDataset_V1

This is a handy tool to assist researchers to export electrical quantities in a power grid (e.g. IEEE 118) such as power flows, power injections and others to featured ML-ready datasets.

Language: Jupyter Notebook - Size: 128 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

jgabriellacerda/PMU_C

Implementação de algoritmo de estimação de parâmetros da rede elétrica em C, simulações e calculo de erros em MATLAB.

Language: MATLAB - Size: 106 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ACRRL/Oil-Project

In this project, we have developed an IoT device to analyze the transformer oil without shutting down the grid. By creating this device, the oil sampling and analysis process is done automatically and no longer need to cut off the grid.

Size: 33.6 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

adderbyte/Energy_Prediction_Bot

Dynamic Energy estimation

Language: Jupyter Notebook - Size: 7.23 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

PAminai/Oil-Project Fork of ACRRL/Oil-Project

In this project, we have developed an IoT device to analyze the transformer oil without shutting down the grid. By creating this device, the oil sampling and analysis process is done automatically and no longer need to cut off the grid.

Language: C++ - Size: 33.6 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

abyss-soft/webpack-template-base_vue_vuex

Готовая сборка webpack c Vue и Vuex

Language: SCSS - Size: 327 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 2

smoke-trees/Generato

Winner of HackerTech, 2019, hosted by E-Cell, VIT. Also selected for Smart India Hackathon (SIH), 2020.

Language: Jupyter Notebook - Size: 81.1 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

sim2github/webpack-smart-grid

Webpack env for Smart Grid with FlatUI example

Language: HTML - Size: 4.47 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

jddeguia/energy-output-profiling

Notebook files for classification and detection of anomalous trend in time series inverter data

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 2

hello-kozloff/html5-blank-template

🔥 Blank template for professional layout!

Language: CSS - Size: 179 KB - Last synced at: 23 days ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

mschvarc/SGTMP

Smart Grid Testing Management Platform, created at Masaryk University

Language: Java - Size: 220 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Ami-Solution/omf Fork of dpinney/omf

The Open Modeling Framework for smart grid cost-benefit analysis.

Language: Jupyter Notebook - Size: 1.2 GB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

dhruv2601/Charge

Home automation and tracking

Language: Java - Size: 16.4 MB - Last synced at: 12 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

Pavlicheck/gulpgrid

Gulp + Smart-grid + Pug + SASS

Language: HTML - Size: 1.65 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

suhrmann/Resources

An app created for the Hackathon of the HAW Landshut at 13.10.2017.

Language: Java - Size: 358 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

UCSD-SEELab/S2Sim

Smart Grid Swarm Simulator

Language: C++ - Size: 3.64 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 2

MarneusKalgar/gulptemplate

template for the markup use pug, scss, bem-css, gulp

Language: CSS - Size: 401 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

Related Keywords
smart-grid 80 python 11 iot 6 scss 6 solar 5 webpack 5 energy 5 smart-meter 5 gulp 5 machine-learning 5 power-transformers 4 html 4 energy-management 4 babel 4 sass 4 lstm 4 reinforcement-learning 4 ambient-temperature 3 bem-methodology 3 smart-grids 3 matlab 3 dynamic-thermal-rating 3 automation 3 pug 3 forecasting 3 home-automation 3 optimization 3 energy-monitoring 3 javascript 3 smart-home 3 jquery 3 less 3 smart-metering 3 comwatt 3 thermal-model 3 dtr 2 grid 2 electricity 2 python-library 2 pytorch 2 internet-of-things 2 opendss 2 neural-network 2 smart-grid-privacy 2 api-client 2 renewable-energy 2 microgrid 2 electric-vehicles 2 electrical-engineering 2 css 2 eslint 2 jest 2 vue 2 multi-energy-systems 2 blockchain 2 electric-vehicle-charging 2 power-grids 2 pandas 2 gulpjs 2 data-analytics 2 classification 2 pca 2 iec-60076-7 2 metering 2 deep-learning 2 battery-storage 1 charging-stations 1 transaction 1 togaf 1 nanogrid 1 openai-gym-environments 1 optimisation 1 reinforcement-learning-environments 1 smart-nanogrid 1 vehicle-to-building 1 vehicle-to-everything 1 vehicle-to-grid 1 vehicle-to-vehicle 1 time-series-analysis 1 responsive-grid 1 responsive-design 1 responsive 1 grid-system 1 fsr-components 1 demo 1 cross-browser 1 recurrent-neural-networks 1 lstm-neural-networks 1 power-and-energy 1 electric-utility 1 cyberattack-simulation 1 power-systems-analysis 1 entso-e 1 energy-data 1 data-science 1 resource-allocation 1 phasor-measurement-unit 1 fairness 1 amr 1 solution-architecture 1