Ioannis P. Panapakidis

Day-ahead electricity price forecasting via the application of artificial neural network based models

Ioannis P. Panapakidis, Athanasios Dagoumas · Applied Energy · 2016 · 317 citations

Forecasting Methodology, Electrical Engineering, Engineering +9

Day-ahead natural gas demand forecasting based on the combination of wavelet transform and ANFIS/genetic algorithm/neural network model

Ioannis P. Panapakidis, Athanasios Dagoumas · Energy · 2016 · 200 citations

Forecasting Methodology, Engineering, Energy Management +6

Pattern recognition algorithms for electricity load curve analysis of buildings

Ioannis P. Panapakidis, Theofilos A. Papadopoulos, Georgios C. Christoforidis et al. · Energy and Buildings · 2014 · 114 citations

Electrical Engineering, Engineering, Structural Pattern Recognition +11

Clustering based day-ahead and hour-ahead bus load forecasting models

Ioannis P. Panapakidis · International Journal of Electrical Power & Energy Systems · 2016 · 76 citations

Forecasting Methodology, Engineering, Smart Grid +7

Impact of the penetration of renewables on flexibility needs

Nikolaos E. Koltsaklis, Athanasios Dagoumas, Ioannis P. Panapakidis · Energy Policy · 2017 · 76 citations

Engineering, Sustainable Energy, Energy Transition +5