A Data-Driven Auto-CNN-LSTM Prediction Model for Lithium-Ion Battery Remaining Useful Life

Lei Ren, Jiabao Dong, Xiaokang Wang, +3

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningIndustrial EngineeringLife PredictionRecurrent Neural Network +18

A survey on data center cooling systems: Technology, power consumption modeling and control strategy optimization

Qingxia Zhang, Zihao Meng, Xianwen Hong, +6

Journal of Systems Architecture

Data Center ManagementEngineeringSmart GridEnergy EfficiencyEnergy Management +13

A Data-Driven Approach of Product Quality Prediction for Complex Production Systems

Lei Ren, Zihao Meng, Xiaokang Wang, +1

IEEE Transactions on Industrial Informatics

Total Quality ManagementComplex Production SystemsEngineeringMachine LearningBusiness Intelligence +29

A Wide-Deep-Sequence Model-Based Quality Prediction Method in Industrial Process Analysis

Lei Ren, Zihao Meng, Xiaokang Wang, +2

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningIndustrial EngineeringFault ForecastingRecurrent Neural Network +19

A novel Alzheimer’s disease detection approach using GAN-based brain slice image enhancement

Tian Bai, Mingyu Du, Lei Ren, +6

Neurocomputing

Neuroimaging BiomarkersDisease Detection ApproachAlzheimer's DiseaseNeuroimagingNeuroscience +5

Research and Design of Hybrid Optimized Backpropagation (BP) Neural Network PID Algorithm for Integrated Water and Fertilizer Precision Fertilization Control System for Field Crops

Fenglei Zhu, Lixin Zhang, Xue Hu, +3

Agronomy

Search OptimizationPrecision AgricultureEngineeringFertilizer FlowNeural Network +16

Master data management for manufacturing big data: a method of evaluation for data network

Chun Zhao, Lei Ren, Ziqiao Zhang, +1

World Wide Web

Cluster ComputingBig Data AcquisitionEngineeringData ScienceBusiness Intelligence +11

Application of the Modified Fuzzy-PID-Smith Predictive Compensation Algorithm in a pH-Controlled Liquid Fertilizer System

Yongchao Shan, Lixin Zhang, Xiao Ma, +5

Processes

EngineeringMixed Liquid FertilizerAgricultural EconomicsProcess ControlRobust Fuzzy Programming +6

A two-layer optimal scheduling framework for energy savings in a data center for Cyber–Physical–Social Systems

Qingxia Zhang, Chao Tang, Tian Bai, +4

Journal of Systems Architecture

Energy SavingsData Center ManagementCyber Physical SystemsEngineeringSmart Grid +10

Fuzzy Neural Network PID Strategy Based on PSO Optimization for pH Control of Water and Fertilizer Integration

Runmeng Zhou, Lixin Zhang, Changxin Fu, +5

Applied Sciences