A Layered Spiking Neural System for Classification Problems

Gexiang Zhang, Xihai Zhang, Haina Rong, +4

International Journal of Neural Systems

EngineeringMachine LearningClassification ProblemsSocial SciencesSpiking Neural Networks +15

An improved feature-time Transformer encoder-Bi-LSTM for short-term forecasting of user-level integrated energy loads

Yan Qin, Zhiying Lu, Hong Liu, +3

Energy and Buildings

Intelligent ForecastingForecasting MethodologyElectrical EngineeringEngineeringData Science +7

Distributionally robust optimization for peer-to-peer energy trading considering data-driven ambiguity sets

Xihai Zhang, Shaoyun Ge, Hong Liu, +3

Applied Energy

Mathematical ProgrammingPower MarketEngineeringData ScienceUncertainty Quantification +13

LncRNA DILC participates in rheumatoid arthritis by inducing apoptosis of fibroblast-like synoviocytes and down-regulating IL-6

Guan Wang, Lian Tang, Xihai Zhang, +1

Bioscience Reports

Review on Evolution of Intelligent Algorithms for Transformer Condition Assessment

Jian Wang, Xihai Zhang, Fangfang Zhang, +3

Frontiers in Energy Research

Artificial IntelligenceEngineeringIntelligent DiagnosticsIntelligent AlgorithmsFault Forecasting +18

Regional integrated energy system reliability and low carbon joint planning considering multiple uncertainties

Baijie Yang, Shaoyun Ge, Hong Liu, +4

Sustainable Energy Grids and Networks

Distributed Energy SystemEnergy System ReliabilityReliability EngineeringEngineeringLow Carbon Joint +8

Short-term prediction of integrated energy load aggregation using a bi-directional simple recurrent unit network with feature-temporal attention mechanism ensemble learning model

Yan Qin, Zhiying Lu, Hong Liu, +3

Applied Energy

Energy ConsumptionEngineeringData ScienceEnergy ManagementEnergy Efficiency +11

Novel nonaqueous solvent for carbon capture: Effects of glycol and water on CO2 absorption, desorption and energy penalty

Xihai Zhang, Houfang Lu, Yingying Liu, +4

Separation and Purification Technology

Novel Nonaqueous SolventSolvent ExtractionChemical EngineeringCarbon SequestrationEngineering +5

Dissolved Gas Analysis for Transformer Fault Based on Learning Spiking Neural P System with Belief AdaBoost.

Xihai Zhang, Gexiang Zhang, Pirthwineel Paul, +4

International journal of unconventional computing

Fault DiagnosisTransformer FaultBelief AdaboostFault DetectionDissolved Gas Analysis

A Survey of Learning Spiking Neural P Systems and A Novel Instance.

Yunhui Chen, Ying Chen, Gexiang Zhang, +5

International journal of unconventional computing