xynmxy

Pinned Repositories

• ACHP

  A python-based air conditioning and heat pump system model

  Language:Python00

• AIA_st2_kaggle_ml4

  用Tensorflow2.0進行外匯收盤價預測, 使用LSTM, 1d-CNN, Seq2Seq

  Language:Jupyter Notebook00

• AIPoweredCooling

  Minimizing Costs in Energy Consumption of a Data Center using Deep Q Learning

  Language:Python00

• Alternator_analysis

  依据发电机电流预测发电机故障以及故障时间

  Language:Python00

• analytics_vidhya

  Codes related to activities on AV including articles, hackathons and discussions.

  Language:Jupyter Notebook00

• Anomaly-Detection-Using-UnSupervised-Machine-Learning-Algorithms-in-HVAC-System

  Applied unsupervised machine learning algorithms (K-Means Clustering and Isolation Forest) on time series data collected from an Air Handling Unit of a building to detect anomalous behavior of the system. Applied exploratory data analysis using Python to identify non-optimal working conditions of the AHU. Designed an automated anomaly detection system and a corrective strategy to control the AHU effectively.

  Language:Jupyter Notebook00

• Apple-Share-Price-Prediction

  Built an LSTM model to predict apple share price. Trained it past 6 months daily price data.

  Language:Jupyter Notebook00

• ASHRAEenergyprediction

  Language:Jupyter Notebook00

• Cycle-life-model-for-graphite-LiFePO4-cells

  State of charge and state of health estimation of Li-ion battery

  Language:MATLAB1100

• lstm-load-forecasting

  Electricity load forecasting with LSTM (Recurrent Neural Network)

  Language:HTML10

xynmxy's Repositories