Renewable energy generation forecasting in Turkey via intuitionistic fuzzy time series approach

S Çakır - Renewable Energy, 2023 - Elsevier
Recently, renewable energy generation (REG) forecasting has become a challenging task
for effective energy management. To date, a number of time-series models utilizing physical …

A fuzzy multi-criteria evaluation system for share price prediction: A tesla case study

S Hašková, P Šuleř, R Kuchár - Mathematics, 2023 - mdpi.com
The article presents the predictive capabilities of a fuzzy multi-criteria evaluation system that
operates on the basis of a non-fuzzy neural approach, but also one that is capable of …

Fuzzy Markov-EPO: an energy management scheme for the integration of hybrid RES with DC microgrid

A Varshnry, JS Lather, AK Dahiya - Energy Systems, 2023 - Springer
Due to the intermittent character of renewable energy resources, there is a need for the
storage unit to supply energy to the direct current microgrid. It is also important that the …

Average‐Based Fuzzy Time Series Markov Chain Based on Frequency Density Partitioning

S Hariyanto, YD Sumanto, S Khabibah… - Journal of Applied …, 2023 - Wiley Online Library
Fuzzy time series (FTS) is one of the forecasting methods that has been developed until
now. The fuzzy time series is a forecasting method that uses the concept of fuzzy logic …

PERAMALAN JUMLAH PENUMPANG KERETA API DI PULAU JAWA MENGGUNAKAN METODE HOLT WINTERS EXPONENTIAL SMOOTHING DAN FUZZY TIME …

SA Mendila, IT Utami, P Kartikasari - Jurnal Gaussian, 2023 - ejournal3.undip.ac.id
One of the public transportation choices by the public is the train. The number of train
passengers on the island of Java often increases and decreases in certain months. PT. KAI …

Perbandingan Peramalan Harga Saham menggunakan Autoregressive Intergrated Moving Average (ARIMA) dan Fuzzy Time series Markov Chain (Studi Kasus …

SD Laskarjati, IS Ahmad - Jurnal Sains Dan Seni ITS, 2023 - ejurnal.its.ac.id
Investasi adalah komitmen sejumlah uang atau sumber daya lainnya yang dilakukan saat
ini dengan tujuan menerima manfaatnya di kemudian hari. Saham memiliki harga sebagai …

Comparison of Fuzzy Time Series Markov Chain and Fuzzy Time Series Lee in North Sumatra IMport Value Forecasting

SIJ Telaumbanua, D Febrian - Numerical …, 2023 - journal.iaimnumetrolampung.ac.id
North Sumatra is a province that carries out import activities in other provinces to
complement the shortage of goods in North Sumatra. Every month based on data from the …

Hybrid Fuzzy K-Medoids and Cat and Mouse-Based Optimizer for Markov Weighted Fuzzy Time Series

DA Dewi, S Surono, R Thinakaran, A Nurraihan - Symmetry, 2023 - mdpi.com
This study seeks to test novel capabilities, specifically those of the hybrid fuzzy k-medoids
(FKM) and cat and mouse-based optimizer (CMBO) partitioning approach, in overcoming the …

Application of fuzzy time series to forecast COVID-19 cases in Central Sulawesi

NF Gamayanti, J Junaidi, F Fitri - AIP Conference Proceedings, 2023 - pubs.aip.org
Forecasting is a method used to predict the value of a variable in a future time. One of the
forecasting methods that can be used to achieve this aim is fuzzy time series approach. The …

Comparison of Fuzzy Time Series Markov Chain and Fuzzy Time Series Cheng to Predict Inflation in Indonesia

I Fikri, A Salma, D Vionanda - UNP Journal of Statistics and …, 2023 - ujsds.ppj.unp.ac.id
Inflation is one of the main microeconomic problems which is a very important economic
indicator. Unstable inflation has a negative impact on people's welfare, thus controlling …