concept

Grey Wolf Optimization

Also known as: GWO, gray wolf optimization, Grey Wolf Optimizer, grey wolf optimization algorithms, Gray Wolf Optimizer, Grey Wolf Optimization

Facts (8)

Sources

A comprehensive overview on demand side energy management ... link.springer.com Springer Mar 13, 2023 7 facts

referenceMakhadmeh SN, Khader AT, Al-Betar MA, and Naim S presented research on optimal power scheduling for smart home appliances using a smart battery and the grey wolf optimizer at the 2018 8th IEEE International Conference on Control System, Computing and Engineering.

measurementBarolli et al. (2020) reported that using Grey Wolf Optimizer (GWO) and Bacterial Foraging Optimization (BFO) techniques in a Home Energy Management System (HEMS) resulted in 45% and 55% energy reductions, respectively.

claimHussain et al. (2016) suggest a hybrid method that combines Particle Swarm Optimization (PSO) and Gray Wolf Optimization (GWO) using day-ahead scheduling.

measurementBarolli et al. (2020) reported that using Grey Wolf Optimizer (GWO) and Bacterial Foraging Optimization (BFO) techniques in Home Energy Management Systems (HEMS) resulted in 45% and 55% energy reductions, respectively.

claimIn the context of energy management optimization, GWO stands for Grey wolf optimization.

referenceMakhadmeh SN, Khader AT, Al-Betar MA, and Naim S proposed an optimal power scheduling method for smart home appliances using a smart battery and the grey wolf optimizer in 2018.

Demand side management using optimization strategies for efficient ... journals.plos.org PLOS ONE Mar 21, 2024 1 fact

claimA model combining modified differential evolution and grey wolf optimization algorithms is designed to reduce peak energy usage and overall electricity costs.