Optimal Storage Planning in Active Distribution Network Considering Uncertainty of Wind Power Distributed Generation

Mahdi Sedghi, Ali Ahmadian, Masoud Aliakbar Golkar

IEEE Transactions on Power Systems

Optimal Storage PlanningElectrical EngineeringEngineeringSmart GridWind Turbines +12

Optimal probabilistic energy management in a typical micro-grid based-on robust optimization and point estimate method

Seyed Arash Alavi, Ali Ahmadian, Masoud Aliakbar Golkar

Energy Conversion and Management

EngineeringSmart GridEnergy EfficiencyUncertainty QuantificationEnergy Management +7

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

Hamidreza Jahangir, Hanif Tayarani, Saleh Sadeghi Gougheri, +3

IEEE Transactions on Industrial Electronics

Forecasting MethodologyEngineeringMachine LearningRecurrent Neural NetworkUncertainty Modeling +15

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, +4

Journal of Cleaner Production

Electrical EngineeringEngineeringEnergy ManagementIncluding Vehicle-to-gridDemand Forecasting +6

Plug-in electric vehicle batteries degradation modeling for smart grid studies: Review, assessment and conceptual framework

Ali Ahmadian, Mahdi Sedghi, Ali Elkamel, +2

Renewable and Sustainable Energy Reviews

Electrical EngineeringSmart Grid StudiesEngineeringSmart GridPower System Reliability +6

Cost-Benefit Analysis of V2G Implementation in Distribution Networks Considering PEVs Battery Degradation

Ali Ahmadian, Mahdi Sedghi, Behnam Mohammadi‐Ivatloo, +3

IEEE Transactions on Sustainable Energy

Distributed Energy SystemEngineeringIncluding Vehicle-to-gridVirtual Power PlantPlug-in Electric Vehicles +15

Risk-Averse Optimal Bidding of Electric Vehicles and Energy Storage Aggregator in Day-Ahead Frequency Regulation Market

Behzad Vatandoust, Ali Ahmadian, Masoud Aliakbar Golkar, +3

IEEE Transactions on Power Systems

Distributed Energy SystemEngineeringFrequency Regulation CapacityRisk-averse Optimal BiddingDistributed Energy Generation +18

Optimal bidding strategy of a virtual power plant in day-ahead energy and frequency regulation markets: A deep learning-based approach

Saleh Sadeghi Gougheri, Hamidreza Jahangir, Behzad Vatandoust, +3

International Journal of Electrical Power & Energy Systems

Power MarketEngineeringSmart GridOptimal Bidding StrategyEnergy Management +6

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

Hamidreza Jahangir, Hanif Tayarani, Sina Baghali, +4

IEEE Transactions on Industrial Informatics

Forecasting MethodologyEngineeringMachine LearningData ScienceDimension Reduction Strategy +14

A type-3 logic fuzzy system: Optimized by a correntropy based Kalman filter with adaptive fuzzy kernel size

Sultan Noman Qasem, Ali Ahmadian, Ardashir Mohammadzadeh, +2

Information Sciences

Fuzzy LogicFuzzy SystemsEngineeringFuzzy ComputingFuzzy Modeling +6