rl_pv_mppt
所属分类：超算/并行计算
开发工具：Jupyter Notebook
文件大小：0KB
下载次数：4
上传日期：2020-11-30 23:03:20
上 传 者：
sh-1993
说明： 应用强化学习解决光伏系统的最大功率点跟踪，
(Reinforcement Learning applied to solve the Maximum Power Point Tracking for Photovoltaic Systems,)
文件列表:
.pylintrc (37344, 2020-11-30)
data/ (0, 2020-11-30)
data/01_pvarray_iv.json (1153200, 2020-11-30)
data/weather_real.csv (24284, 2020-11-30)
data/weather_sim.csv (20279, 2020-11-30)
mppt_ac.py (2009, 2020-11-30)
mppt_ddpg.py (1665, 2020-11-30)
notebooks/ (0, 2020-11-30)
notebooks/01_cartpole_ac.ipynb (45631, 2020-11-30)
notebooks/02_mppt_ac_disc.ipynb (459032, 2020-11-30)
notebooks/03_mppt_ac_cont.ipynb (579411, 2020-11-30)
notebooks/04_mountaincar_ac.ipynb (334996, 2020-11-30)
notebooks/05_pendulum_ac.ipynb (350570, 2020-11-30)
notebooks/06_mppt_ac_cont.ipynb (412359, 2020-11-30)
notebooks/06_mppt_ddpg.ipynb (368180, 2020-11-30)
notebooks/07_pendulum_ddpg.ipynb (228558, 2020-11-30)
notebooks/08_sb3_comp.ipynb (61818, 2020-11-30)
parameters/ (0, 2020-11-30)
parameters/01_pvarray.json (224, 2020-11-30)
requeriments.txt (322, 2020-11-30)
src/ (0, 2020-11-30)
src/__init__.py (0, 2020-11-30)
src/agents.py (15410, 2020-11-30)
src/common.py (905, 2020-11-30)
src/ddpg.py (11616, 2020-11-30)
src/experience.py (3852, 2020-11-30)
src/logger.py (821, 2020-11-30)
src/matlab_api.py (1101, 2020-11-30)
src/matlab_model.slx (34208, 2020-11-30)
src/networks.py (1342, 2020-11-30)
src/ou_noise.py (1267, 2020-11-30)
src/policies.py (6296, 2020-11-30)
src/pv_array.py (10449, 2020-11-30)
src/pv_env.py (8622, 2020-11-30)
src/replay_buffer.py (1492, 2020-11-30)
src/reward.py (2984, 2020-11-30)
src/utils.py (949, 2020-11-30)
tests/ (0, 2020-11-30)
... ...
# rl_pv_mppt
Reinforcement Learning applied to solve the Maximum Power Point Tracking for Photovoltaic Systems
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