A curated list of awesome resources on electrochemistry (particularly energy storage). PRs welcome!
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Nov 12, 2019
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energy-storage-systems
Here are 12 public repositories matching this topic...
Convex Optimization Applied to Energy Storage Dispatch
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May 11, 2020 - R
These are source code files of simulation for paper structural scheduling of transient control system under enery storage systems by sparse promote reinforcement learning
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Jan 31, 2021 - MATLAB
FInal Project for AA 203: Optimal and Learning-Based Control: Real-Time, Multi-Service Operation of Grid-Scale Energy Storage using Model Predictive Control
optimization
gurobi
control-systems
optimal-control
gurobipy
energy-storage-systems
peak-shaving
energy-arbitrage
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Mar 3, 2022 - Python
Gulp(CBC MILP) optimization and MLP(ANN) forecasting
python
gulp
optimization
artificial-neural-networks
multi-perceptron
time-series-forecasting
optimization-problem
energy-storage-systems
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Oct 11, 2022 - Jupyter Notebook
Mixed integer energy hybridization problem solved with Pulp script.
optimization
hybrid-application
energy-efficiency
mixed-integer-programming
energy-storage-systems
mixed-integer-linear-programming
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Sep 27, 2023 - Jupyter Notebook
This project aims to optimize and managing the Meteoria Nano grid with RES and BESS through IoT collected data.
mqtt-protocol
iot-application
renewable-energy
optimization-problem
energy-storage-systems
energy-management-system
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Mar 2, 2024 - Jupyter Notebook
An open source playground energy storage environment to explore reinforcement learning and model predictive control.
reinforcement-learning
gym
optimal-control
gymnasium
solar-energy
energy-storage
model-predictive-control
energy-storage-systems
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Jan 15, 2024 - Python
Python code for the simulation and advanced exergy analysis of a PTES consisting of a very high temperature heat pump and a transcritical organic Rankine cycle - based on the simulation methodology of TESPy.
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Jul 2, 2024 - Python
Home Assistant integration for Sessy (Smart Energy Storage SYstem)
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Sep 15, 2024 - Python
Open Generation, Storage, and Transmission Operation and Expansion Planning Model with RES and ESS (openTEPES)
energy-storage-systems
network-constrained-unit-commitment
tight-and-compact-formulation
dc-power-flow
power-to-hydrogen
hydro-cascade-basins
dynamic-investment-decisions
generation-storage-networks-investments
hourly-resolution
very-large-scale-systems
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Nov 20, 2024 - Python
An AI-driven solution to optimize battery performance, efficiency, and longevity. Features include real-time mode switching (Performance, Eco, Balanced, Custom), SOC and temperature predictions, dynamic cooling adjustments, and a user-friendly GUI with interactive visualizations. Ideal for electric vehicles and energy storage systems. 🚗🔋📊
battery-management-system
temperature-prediction
pyqt5-gui
energy-storage-systems
energy-optimization
ai-for-batteries
battery-soc-estimation
machine-learning-for-energy
battery-cooling-optimization
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Nov 20, 2024 - Python
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