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31778_distributed_technologies

31778 - Distributed Energy Technologies Modelling and Control

a-preferred-strategy-self-adaptive-ant-lion-optimization-algorithm

A Preferred Strategy Self-adaptive Ant Lion Optimization Algorithm

acc_vehicle_mpc

Model Predictive Control of Adaptive Cruise Control Vehicles.

ai-batt

an-ann-lstm-based-model-for-learning-individual-customer-behavior-in-response-to-electricity-prices

An ANN-LSTM based Model for Learning Individual Customer Behavior in Response to Electricity Prices

ann_from_scikit_learn_to_embedded_systems

Learn how to build ANN using scikit learn then convert the model to run on any embedded platform

automatic-ecg-diagnosis

Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

backyard-brains-heart-and-brain-spiker-box-experiments

Repository for experiments with BackyardBrains Hardware In this repository you'll find scripts for Data Acquisition and Analysis with Hardware from BackyardBrains

basic-multiple-interval-pseudospectral

This project implements multiple-interval pseudospectral methods to solve optimal control problems.

bifacial_radiance

Toolkit for working with RADIANCE for the ray-trace modeling of Bifacial Photovoltaics

bifacialvf

Bifacial PV View Factor model for system performance calculation

bldc-motor-control-foc

Field Oriented Control (FOC) for BLDC motors

bpnn-matlab

使用bp神经网络预测电力负荷，使用小型数据集，通过一个简单的例子。Using BPNN to predict power load, using small data set, a simple example.

buck_dbl_cross

This Simulink model demonstrates the double cross-spectrum transfer function measurement technique

campusenergymodeling

centralize-protect-scale-example-motor-health-app

code-listings

Code Listings for the book: Optimization Algorithms. Manning Publications, 2023.

control_design_and_control_theory

This content is useful for self-learning of control design. You can learn practical control design method and control theory in a short time. This content is made of live scripts and Simulink models. Thus, you can easily run and check the control algorithms.

cpdtoolbox

data-science-roadmap

Data Science Roadmap from A to Z

data_analytics

A repository with common tips and tricks on data analytics

decentralized-pi-network-control

In this repository, networked control of PI-based controllers for an islanded microgrid has been simulated.

dynamo

A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization

ecg-analysis

Detect J point in ECG signal

eeg-beats

Toolbox to extract heart rate indicators in MATLAB

electric-load-forecasting

An IPython notebook that explores using spectral mixture kernels for Gaussian process pattern discovery and prediction in Rhode Island electric power demand data.

electric_load_forecasting

load prediction using LSTM network

electricdrives_control_simulations

Simulation of eletric drives and their controls using MATLAB and Simulink

electricity_load_forecasting

Metis Project 5

electricitydemandforecasting

Electricity demand forecasting for Austin, TX, using a combination of timeseries methods and regression models