Short-term stochastic load forecasting using autoregressive integrated moving average models and Hidden Markov Model

• Main Authors: Monje, Jose Claro N, Teknomo, Kardi, Hermias, Jeffrel P
• Format: text
• Published: Archīum Ateneo 2018
• Subjects: Hidden Markov models; Predictive models; Load modeling; Load forecasting; Forecasting; Mathematical model; Training; Electrical and Computer Engineering; Electrical and Electronics
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/27; https://ieeexplore.ieee.org/document/8320177
• Institution: Ateneo De Manila University

Load forecasting, particularly short-term load forecasting (STLF) plays a vital role in the economy streaming and tracking of power system. Many stochastic and artificial intelligence techniques haven been used in order to come up with an accurate (less error) short-term load forecast. Here, we intr...