Forecasting day-ahead brent crude oil prices using hybrid combinations of time series models

H Iftikhar, A Zafar, JE Turpo-Chaparro… - Mathematics, 2023 - mdpi.com
Crude oil price forecasting is an important research area in the international bulk commodity
market. However, as risk factors diversify, price movements exhibit more complex nonlinear …

Electricity demand forecasting using a novel time series ensemble technique

H Iftikhar, SM Gonzales, J Zywiołek… - IEEE …, 2024 - ieeexplore.ieee.org
Accurate and efficient demand forecasting is essential to grid stability, supply, and
management in today's electricity markets. Due to the complex pattern of electric power …

Forecasting day-ahead electricity prices for the Italian electricity market using a new decomposition—combination technique

H Iftikhar, JE Turpo-Chaparro, P Canas Rodrigues… - Energies, 2023 - mdpi.com
Over the last 30 years, day-ahead electricity price forecasts have been critical to public and
private decision-making. This importance has increased since the global wave of …

Short-term forecasting of Ozone concentration in metropolitan Lima using hybrid combinations of time series models

N Carbo-Bustinza, H Iftikhar, M Belmonte… - Applied Sciences, 2023 - mdpi.com
In the modern era, air pollution is one of the most harmful environmental issues on the local,
regional, and global stages. Its negative impacts go far beyond ecosystems and the …

Day-Ahead Electricity Demand Forecasting Using a Novel Decomposition Combination Method

H Iftikhar, JE Turpo-Chaparro, P Canas Rodrigues… - Energies, 2023 - mdpi.com
In the present liberalized energy markets, electricity demand forecasting is critical for
planning of generation capacity and required resources. An accurate and efficient electricity …

[HTML][HTML] Electricity consumption forecasting using a novel homogeneous and heterogeneous ensemble learning

H Iftikhar, J Zywiołek, JL López-Gonzales… - Frontiers in Energy …, 2024 - frontiersin.org
In today's world, a country's economy is one of the most crucial foundations. However,
industries' financial operations depend on their ability to meet their electricity demands …

[PDF][PDF] Multi-step ahead ozone level forecasting using a component-based technique: A case study in Lima, Peru.

F Quispe, E Salcedo, H Iftikhar, A Zafar… - AIMS Environmental …, 2024 - aimspress.com
The rise in global ozone levels over the last few decades has harmed human health. This
problem exists in several cities throughout South America due to dangerous levels of …

[PDF][PDF] Forecasting stock prices using a novel filtering-combination technique: Application to the Pakistan stock exchange

H Iftikhar, M Khan, JE Turpo-Chaparro… - AIMS …, 2024 - researchgate.net
Forecasting stock prices using a novel filtering-combination technique: Application to the
Pakistan stock exchange Page 1 http://www.aimspress.com/journal/Math AIMS Mathematics, 9(2) …