Hanif Tayarani

Deep Learning-Based Forecasting Approach in Smart Grids With Microclustering and Bidirectional LSTM Network

Hamidreza Jahangir, Hanif Tayarani, Saleh Sadeghi Gougheri et al. · IEEE Transactions on Industrial Electronics · 2020 · 192 citations

Forecasting Methodology, Engineering, Machine Learning +17

Charging demand of Plug-in Electric Vehicles: Forecasting travel behavior based on a novel Rough Artificial Neural Network approach

Hamidreza Jahangir, Hanif Tayarani, Ali Ahmadian et al. · Journal of Cleaner Production · 2019 · 181 citations · Full text

Electrical Engineering, Engineering, Energy Management +8

A Novel Electricity Price Forecasting Approach Based on Dimension Reduction Strategy and Rough Artificial Neural Networks

Hamidreza Jahangir, Hanif Tayarani, Sina Baghali et al. · IEEE Transactions on Industrial Informatics · 2019 · 134 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16

An adaptive memetic Particle Swarm Optimization algorithm for finding large-scale Latin hypercube designs

Mahdi Aziz, Hanif Tayarani · Engineering Applications of Artificial Intelligence · 2014 · 28 citations

Memetic Algorithm, Engineering, Intelligent Optimization +9

Life Cycle Assessment of Hydrogen Transportation Pathways via Pipelines and Truck Trailers: Implications as a Low Carbon Fuel

Hanif Tayarani, Aditya Ramji · Sustainability · 2022 · 27 citations · Full text

Hydrogen Production, Bioenergy, Engineering +17