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This study started with the need for prediction of pv power generation and power load.
This is why we need pv generation and power load forecasting?
Global efforts, such as ESG or the Paris Climate Agreement, are underway and require a shift from traditional power to renewable energy.
PV of renewable energy is installed in existing buildings and maintenance is easy. However, PV is difficult and inefficient to provide reliable power due to weather and time. Power load forecasting is required for proper scheduling of PV and ESS
Number 2, Why we use xai.
As you are all aware Existing AI models have the problem called ˇ°BlackBoxˇ±, where results can be derived similarly to humans or as desired, but how and on what basis such results were produced are unknown. And Identify which variables have the most impact to address optimization issues. XAI can solve these problem.
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IEEE/ICACT20230158 Slide.02
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