RBF Neural Network and ANFIS-Based Short-Term Load Forecasting Approach in Real-Time Price Environment

Yun Zhang, Quan Zhou, Caixin Sun, +3

IEEE Transactions on Power Systems

Intelligent ForecastingForecasting MethodologyElectrical EngineeringReal-time Price EnvironmentRbf Network +13

Cool roofs in China: Policy review, building simulations, and proof-of-concept experiments

Yafeng Gao, Jiangmin Xu, Shichao Yang, +5

Energy Policy

Built EnvironmentReflective RoofArchitectural EngineeringDesignBuilding Science +5

A novel method based on nonlinear auto-regression neural network and convolutional neural network for imbalanced fault diagnosis of rotating machinery

Quan Zhou, Yibing Li, Yu Tian, +1

Measurement

Fault DiagnosisCondition MonitoringImbalanced Fault DiagnosisNovel MethodMachine Learning +6

A novel data-driven method based on sample reliability assessment and improved CNN for machinery fault diagnosis with non-ideal data

Xin Zhang, Haifeng Wang, Bo Wu, +2

Journal of Intelligent Manufacturing

Novel Data-driven MethodFault DiagnosisEngineeringMachine LearningData Science +10

Biomimetic Sea Urchin-like Nano-ferrite Structures for Microwave Absorption

Chenzhi Zhang, Kailin Li, Tao Sun, +11

ACS Applied Nano Materials

Materials ScienceMagnetismMagnetic PropertiesEmw AbsorptionEngineering +11

A novel assessable data augmentation method for mechanical fault diagnosis under noisy labels

Xin Zhang, Bo Wu, Xi Zhang, +3

Measurement

Fault DiagnosisMechanical Fault DiagnosisMachine LearningData ScienceMeasurement +10

Multi-model ensemble deep learning method for intelligent fault diagnosis with high-dimensional samples

Xin Zhang, Tao Huang, Bo Wu, +4

Frontiers of Mechanical Engineering

Fault DiagnosisIntelligent Fault DiagnosisEngineeringMachine LearningData Science +6

Core-shell Co-doped NiFe LDH@SiCnw nanocomposite towards efficiency microwave absorption with corrosion resistance

Quan Zhou, Xingjian Dai, Xinfang Zhang, +4

Applied Surface Science

Materials EngineeringMaterials ScienceEngineeringNanomaterialsApplied Physics +3

Improved Phoneme-Based Myoelectric Speech Recognition

Quan Zhou, Ning Jiang, Bernard Hudgins

IEEE Transactions on Biomedical Engineering

EngineeringMachine LearningBiometricsWearable TechnologySpoken Language Processing +14

Diagnosis and Early Warning of Wind Turbine Faults Based on Cluster Analysis Theory and Modified ANFIS

Quan Zhou, Taotao Xiong, Mubin Wang, +2

Energies

Fault DiagnosisReliability EngineeringFuzzy LogicEngineeringData Science +12