<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET"^^ . "Emisi karbon yang terutama disebabkan oleh aktivitas manusia seperti industri,\r\ntransportasi, dan produksi energisangat berdampak signifikan terhadap pemanasan\r\nglobal dan perubahan iklim. Forecasting adalah seni dan ilmu memprediksi kejadian\r\ndi masa depan. Hal ini dapat dilakukan dengan mengambil data historis dan\r\nmemproyeksikannya ke masa depan. Analisis korelasi adalah metode statistik yang\r\ndigunakan untuk menentukan besaran yang menentukan seberapa kuat hubugan\r\nsuatu variabel dengan variabel lain tanpa mempertanyakan apakah suatu variabel\r\ntertentu bergantung pada variabel lain. Berdasarkan permasalahan, maka diterapkan\r\nforecasting data emisi karbon pada eddy station dengan ketinggian 1 meter dan 7\r\nmeter yang terletak di belakang gedung laboratorium Teknik elektro Universitas\r\nLampung menggunakan metode Long Short-Term Memory (LSTM) dan\r\nFBProphet. Lalu diterapkan evaluasi metriks dengan menggunakan Root Mean\r\nSquare Error (RMSE), Mean Absooluter Error (MAE), dan R-squared (R2\r\n) untuk\r\nmengevaluasi model berjalan dengan baik atau tidak. Setelah itu dilakukan validasi\r\ndata dengan menggunakan korelasi pearson dari data forecasting metode LSTM dan\r\nFBProphet dengan data aktual selama 7 hari kedepan.\r\nKata kunci: Emisi Karbon, Forecasting, Long Short-Term Memory, FBProphet,\r\nKorelasi Pearson\r\nCarbon emissions caused mainly by human activities such as industry,\r\ntransportation, and energy production have a significant impact on global warming\r\nand climate change. Forecasting is the art and science of predicting future events.\r\nThis can be done by taking historical data and projecting it into the future.\r\nCorrelation analysis is a statistical method used to determine quantities that\r\ndetermine how strongly a variable is related to other variables without questioning\r\nwhether a particular variable depends on other variables. Based on the problem,\r\nforecasting carbon emission data was applied at the eddy station with a height of 1\r\nmeter and 7 meters located behind the electrical engineering laboratory building of\r\nthe University of Lampung using the Long Short-Term Memory (LSTM) and\r\nFBProphet methods. Then metric evaluation is applied using Root Mean Square\r\nError (RMSE), Mean Absooluter Error (MAE), and R-squared (R2) to evaluate\r\nwhether the model is running well or notAfter that, data validation was carried out\r\nusing pearson correlation from LSTM and FBProphet method forecasting data with\r\nactual data for the next 7 days.\r\nKeywords: Carbon Emissions, Forecasting, Long Short-Term Memory, FBProphet,\r\nPearson Correlation"^^ . "2024-12-22" . . . . . "TEKNIK"^^ . . . . . . . "Arya Dijaya\t"^^ . "\tSteven "^^ . "Arya Dijaya\t \tSteven "^^ . . . . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (File PDF)"^^ . . . "Abstrak Skripsi Steven Arya Dijaya - Steven Arya Dijaya.pdf"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (File PDF)"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (File PDF)"^^ . . . "Skripsi Analisis Perbandingan Forecasting Steven Tanpa Bab Pembahasan - Steven Arya Dijaya.pdf"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "preview.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "medium.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "small.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "preview.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "medium.jpg"^^ . . . "ANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON\r\nANTARA METODE LONG SHORT-TERM MEMORY DENGAN\r\nFBPROPHET (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #87268 \n\nANALISIS PERBANDINGAN FORECASTING DATA EMISI KARBON \nANTARA METODE LONG SHORT-TERM MEMORY DENGAN \nFBPROPHET\n\n" . "text/html" . . . "620 Ilmu teknik dan ilmu yang berkaitan" . .