A physics-informed neural network for battery SOH estimation

Keras Temporal Convolutional Network. Supports Python and R.

Sequence modeling benchmarks and temporal convolutional networks

This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.

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Code to generate heavy-duty electric truck depot load profiles

Enapter Blueprint Marketplace – integrate any device into your Energy Management System. 🔋 🔌 👩🏽‍💻 👨‍💻

API Wrappers for Energy Markets Data

What is the SOTA technique for forecasting day-ahead and intraday market prices for electricity in Germany?

Machine learning can enhance a BMS by improving SOC and SOH estimation, detecting faults, and optimizing control policies. By leveraging data from the battery and other sensors, ML can lead to more…

Matlab codes about EKF,AEKF,HIF and PF to estimate the SoC of the battery cell

Streamlit web app to predict cell state of charge.

1. SoC and SoH estimation of Li-ion Batteries 2. Establishing serial port communication for receiving data. 3. Estimation, manipulating and plotting of data using Python. 4. Executing Kalman Filter…

BoS Thesis work on State of Charge Estimation of a Battery Pack using an Extended Kalman Filter, in a Real-Time Embedded Linux Environment

Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.

Home sensor data monitoring with MQTT, InfluxDB and Grafana

Predict battery state of charge (SOC) using machine learning + Streamlit web app.

TFDSUNet: Time-Frequency Dual-Stream Uncertainty Network for Battery SOH/SOC Prediction

Energy Management System

Google Colaboratory Notebooks and Repositories (by @firmai)

Grid-scale li-ion battery optimisation for wholesale market arbitrage, using pytorch implementation of dqn, double dueling dqn and a noisy network dqn.

State space and deep generative models for time series.

💬 SpeechGPT is a web application that enables you to converse with ChatGPT.

Locally running, hands-free ChatGPT UI

🤖 Build voice-based LLM agents. Modular + open source.

ChatdollKit enables you to make your 3D model into a chatbot

KAN-TTS is a speech-synthesis training framework, please try the demos we have posted at https://modelscope.cn/models?page=1&tasks=text-to-speech

Offline Text To Speech synthesis for python

This repository contains the codes for LipGAN. LipGAN was published as a part of the paper titled "Towards Automatic Face-to-Face Translation".

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time