Concepedia

Effective bulk energy consumption control and management for power utilities using artificial intelligence techniques under conventional and renewable energy resources

Tanveer Ahmad, Huanxin Chen, Wahab Ali Shah

International Journal of Electrical Power & Energy Systems · 2019 · 58 citations · 40 references

Concepts

ComputingComputer ScienceArtificial IntelligenceEnergy ManagementMachine LearningDemand-side Energy ManagementElectricity Load ManagementEnergy Management StrategiesEnergy Management SystemsRenewable EnergySmart Grid ManagementEnergy ConsumptionEnergy Consumption OptimizationEnergy ControlEnergy Management AlgorithmsMachine Learning For Smart GridsRule-based Energy ManagementSmart Energy SystemsUtility Energy Efficiency

References

40

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

Muhammad Waseem Ahmad, Monjur Mourshed, Yacine Rezgui · Energy and Buildings · 2017 · 989 citations · Full text

Computing, Building Science, Computer Science +17

Random Forest based hourly building energy prediction

Zeyu Wang, Yueren Wang, Ruochen Zeng et al. · Energy and Buildings · 2018 · 617 citations

Architecture, Architectural Engineering, Building Science +14

Advanced supervised learning in multi-layer perceptrons — From backpropagation to adaptive learning algorithms

Martin Riedmiller · Computer Standards & Interfaces · 1994 · 597 citations

Computing, Computer Science, Artificial Intelligence +12

Temperature and humidity based projections of a rapid rise in global heat stress exposure during the 21st century

Ethan Coffel, Radley Horton, Alex de Sherbinin · Environmental Research Letters · 2017 · 488 citations · Full text

Natural Sciences, Environmental Sciences, Climate Change Adaptation +16