Concepedia

Jianyang Cai

JC

4

Publications

102

Citations

4

H-Index

2023

Active since

Affiliations

Guangdong University of Technology(Current)

Jianyang Cai is an author at Guangdong University of Technology specializing in engineering, energy efficiency, and energy management.

Top concepts

EngineeringEnergy EfficiencyEnergy ManagementRefrigerationMachine LearningEnergy ConsumptionSystems EngineeringForecastingData ScienceDeep Learning

Publications per year

2023–2024

4

Publications

4

Multi-energy load forecasting via hierarchical multi-task learning and spatiotemporal attention

Cairong Song, Haidong Yang, Jianyang Cai et al. · Applied Energy · 2024 · 30 citations

Energy Consumption, Engineering, Machine Learning +10

A novel deep-learning framework for short-term prediction of cooling load in public buildings

Cairong Song, Haidong Yang, Xian-Bing Meng et al. · Journal of Cleaner Production · 2023 · 29 citations

Engineering, Machine Learning, Smart Building +7

A new approach for optimal chiller loading using an improved imperialist competitive algorithm

Jianyang Cai, Haidong Yang, Tiancheng Lai · Energy and Buildings · 2023 · 26 citations

Engineering, Energy Efficiency, Energy Management +11

Parallel pump and chiller system optimization method for minimizing energy consumption based on a novel multi-objective gorilla troops optimizer

Jianyang Cai, Haidong Yang, Tiancheng Lai · Journal of Building Engineering · 2023 · 17 citations

Energy Consumption, Parallel Pump, Engineering +9

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