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Artificial Intelligence

Solution method

Deep Learning Model

(ANN, RNN, LSTM, CNN-LSTM, SAM-LSTM, EDSACL)

Research Theme

  • Forecast Solar Irradiance and PV Power

  • Forecast Wind speed and Wind Power

  • Fault detection on solar panels

  • Predict the life expectancy

  • Blockchain with AI

Research Purpose

  • Construction of both long-term, medium-term and short-term forecasting models

  • Construction of software using implemented model for forecasting

  • Data analysis

  • ​Implementation of suitable classification algorithms for detection problems

Research Plan

  • Collect and pre-process data

  • Construct deep learning models for each topic

  • Comparison and evaluation of constructed models

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Figure 1. EDSACL

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Figure 2. LSTM

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Figure 3. CNN

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Figure 4. Interval forecast

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Figure 5. Point forecast

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