Consumption quota compilation based on BP artificial neural network algorithm in mechanical and electrical installation engineering of prefabricated buildings - Liu, Xuwei; Tang, Wenting; Si, Lisha; Li, Yongde (PloS one, 2025)
Keywords: Accuracy; Algorithms; Analysis; Artificial neural networks; Biology and Life Sciences; Building information modeling; Carbon; Civil engineering; Computer and Information Sciences; Construction costs; Construction Materials; Consumption; Data collection; Earth Sciences; Electrical engineering; Electrical installations; Energy consumption; Energy efficiency; Engineering and Technology; Factories; Green buildings; Humans; Installation; Labor; Machine learning; Manpower; Mathematical optimization; Mechanical engineering; Mechanical equipment; Methods; Neural networks; Neural Networks, Computer; Optimization; Pareto optimum; Particle swarm optimization; Physical Sciences; Prefabricated buildings; Production processes; Regularization; Research and Analysis Methods; Return on investment; Social Sciences; Statistical analysis; Statistical models; Training; Urban planning; China