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Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM.
Jan Timo Meyer
Louis-André Agrofoglio
Joris Clement
Qiyi Liu
Ogun Yurdakul
Sahin Albayrak
Published in:
ISGT-Europe (2020)
Keyphrases
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multi objective
demand forecasting
electricity markets
multiple objectives
electricity consumption
forecasting accuracy
evolutionary algorithm
unit commitment
short term
optimization algorithm
multi objective optimization
electric power
load forecasting
energy saving
wind power
historical data
renewable energy sources
genetic algorithm
market clearing
scheduling problem
multi objective optimization problems
long term
energy consumption
resource allocation
forecast models
nsga ii
scheduling algorithm
power generation
supply chain
pareto optimal
objective function
forecasting model
recurrent neural networks
real estate
bi objective
conflicting objectives
hybrid model
market participants
hurricane katrina
support vector regression
simulated annealing
supply chain management
project scheduling
bp neural network
renewable energy
neural network model
stock market
software agents
genetic programming
multi objective evolutionary
trade off