Concepedia

Office building energy consumption forecast: Adaptive long short term memory networks driven by improved beluga whale optimization algorithm

Zengxi Feng, Jianhu An, Mingyue Han, Xiuming Ji, Xian Zhang, Chang Wang, Xuefeng Liu, Limin Kang

Journal of Building Engineering · 2024 · 26 citations · 25 references

DOI

Concepts

References

25

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

Predicting residential energy consumption using CNN-LSTM neural networks

Tae Young Kim, Sung-Bae Cho · Energy · 2019 · 1.4K citations

, , +4

Fast, accurate algorithm for numerical simulation of Lévy stable stochastic processes

Rosario N. Mantegna · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1994 · 797 citations

, , +17

Vector field-based support vector regression for building energy consumption prediction

Hai Zhong, Jiajun Wang, Hongjie Jia et al. · Applied Energy · 2019 · 370 citations

, , +10