sibyjackgrove
I am an Electrical Engineer who likes to build open source models for power systems.
@argonne-national-laboratoryArgonne, IL
Pinned Repositories
Earthquake_predict
Predict Earthquake magnitude from Latitude, Longitude and Depth
gym-SolarPVDER-environment
Solar Photovoltaic Distributed Energy Resource environment for Open AI Gym
neural-DER
Utility for training neural networks that emulate PV-DER dynamics
NN_evolution_with_PSO
Demonstrating how the optimal architecture for a FFNN can found using PSO algorithm
OpenDSS-utilities
Class with useful methods for interacting with OpenDSS (distribution system simulator)
PSO_in_TensorFlow
PSO algorithm written in TensorFlow
vehicle_detection_with_TensorFlow_object_detection
Using TensorFlow object detection API for detecting vehicle in video
gym-solventx
Gym Environment containing a solvent extraction process simulator.
SolarPV-DER-simulation-tool
Allows user to run dynamics simulations for solar photovoltaic distributed energy resource connected to a stiff voltage source or to an external program. It allows modifying DER parameters, introducing external disturbance events, and visualizing the simulation results. The PV-DER (inverter) is modeled using dynamic phasor concept.
TDcoSim
T&D co-simulation package
sibyjackgrove's Repositories
sibyjackgrove/PSO_in_TensorFlow
PSO algorithm written in TensorFlow
sibyjackgrove/gym-SolarPVDER-environment
Solar Photovoltaic Distributed Energy Resource environment for Open AI Gym
sibyjackgrove/Earthquake_predict
Predict Earthquake magnitude from Latitude, Longitude and Depth
sibyjackgrove/NN_evolution_with_PSO
Demonstrating how the optimal architecture for a FFNN can found using PSO algorithm
sibyjackgrove/vehicle_detection_with_TensorFlow_object_detection
Using TensorFlow object detection API for detecting vehicle in video
sibyjackgrove/neural-DER
Utility for training neural networks that emulate PV-DER dynamics
sibyjackgrove/OpenDSS-utilities
Class with useful methods for interacting with OpenDSS (distribution system simulator)
sibyjackgrove/py-power-electronic-converter
Modelling and simulation utility for power electronic converters
sibyjackgrove/TensorFlow_example_Appliance_Energy_forecast
Describes constructing a FFNN model in TensorFlow in three different ways (core, layers, Keras) with appliances energy forecast example.
sibyjackgrove/Car_driving_Behaviour_cloning
Project to create end to end Deep Neural Network model for cloning driving behaviour
sibyjackgrove/CNN-on-Wind-Power-Data
Feed 24 hour data through a Convolutional neural network to find average wind power and standard deviation.
sibyjackgrove/CNN_for_bird_classification
CNN to classify images of birds into Cardinal and Indigo
sibyjackgrove/Kaggle_challenges
Notebooks with solutions for Kaggle challenges
sibyjackgrove/RC_Filter_Classifer
Classify passive RC filters using resistance and capacitance inputs.
sibyjackgrove/SC2_CNN_bot_training_dataset_API
Training CNN model for SC2 bot using TF Dataset API
sibyjackgrove/simpsons_classifier_with_CNN
Classify members of the Simpson's family using CNN
sibyjackgrove/tensorflow
Computation using data flow graphs for scalable machine learning
sibyjackgrove/Traffic_sign_classifier_Udacity_car_nd
Project to classify German traffic signs using Convolutional Neural Network (LeNet)