Recurrent inception convolution neural network for multi short-term load forecasting

Junhong Kim, Jihoon Moon, Eenjun Hwang, +1

Energy and Buildings

EngineeringMachine LearningData SciencePredictive AnalyticsDemand Forecasting +5

Combination of short-term load forecasting models based on a stacking ensemble approach

Jihoon Moon, Seungwon Jung, Jehyeok Rew, +2

Energy and Buildings

Forecasting MethodologyEngineeringData SciencePredictive AnalyticsDemand Forecasting +8

Hybrid Short-Term Load Forecasting Scheme Using Random Forest and Multilayer Perceptron

Jihoon Moon, Yongsung Kim, Minjae Son, +1

Energies

Forecasting MethodologyEngineeringSmart GridData ScienceEnergy Management +12

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting

Seungmin Jung, Jihoon Moon, Sungwoo Park, +1

Sensors

Forecasting MethodologyEngineeringMachine LearningRecurrent Neural NetworkOperations Research +14

A comparative analysis of artificial neural network architectures for building energy consumption forecasting

Jihoon Moon, Sungwoo Park, Seungmin Rho, +1

International Journal of Distributed Sensor Networks

EngineeringNeural Networks (Machine Learning)Energy EfficiencyGreen BuildingBuilding Energy Conservation +20

Forecasting power consumption for higher educational institutions based on machine learning

Jihoon Moon, Jinwoong Park, Eenjun Hwang, +1

The Journal of Supercomputing

Energy ConsumptionEngineeringMachine LearningData ScienceEnergy Efficiency +5

Mid-term electricity load prediction using CNN and Bi-LSTM

Malik Junaid Jami Gul, Gul Malik Urfa, Anand Paul, +3

The Journal of Supercomputing

Electrical EngineeringEngineeringSmart GridEnergy ManagementEnergy Data +3

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

Seungwon Jung, Jihoon Moon, Sungwoo Park, +3

Sensors

Intelligent ForecastingElectrical EngineeringEnergy Consumption ForecastingMachine LearningData Science +13

Habitat Suitability Estimation Using a Two-Stage Ensemble Approach

Jehyeok Rew, Yongjang Cho, Jihoon Moon, +1

Remote Sensing

BiodiversityEngineeringHabitat Suitability EstimationHabitat LossBiodiversity Assessment +9

Smart and intelligent energy monitoring systems: A comprehensive literature survey and future research guidelines

Tanveer Hussain, Fath U Min Ullah, Khan Muhammad, +5

International Journal of Energy Research

Smart Energy SystemsIntelligent EnergyEngineeringSmart CityEnergy Monitoring +23