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Network Security Prediction Method Based on Kalman Filtering Fusion Decision Entropy Theory
Yunfa Li,Mingyi Li,Yangyang Shen 보안공학연구지원센터 2016 International Journal of Security and Its Applicat Vol.10 No.12
Network security situation prediction is of great significance for the use of the Internet, and it is the focus of production and life issues. Under the guidance of the model combination forecasting method, In this paper, based on the Kalman filtering model a new method of network security prediction is presented, which is based on the theory of decision entropy. In this method, the Kalman state equation and measurement equation are constructed according to the key attributes of the network security state, and then combined with the decision entropy theory to predict the future state of network security. The experimental results show that the proposed method has high prediction accuracy and is suitable for the state prediction of network security.
Shuangde Li,Tao Wang,Mu Zhou,Shaohua Chai,Linfeng Nie,Zhenjiang Wu,Ning Han,Yunfa Chen 한국공업화학회 2022 Journal of Industrial and Engineering Chemistry Vol.114 No.-
A dual-functional adsorption–catalytic system for elimination of trace toluene is developed and realizedover molecular sieve-hosted varied ratio of platinum and palladium catalysts. PtPd/molecular sieveexhibites PdO and PtO2 around 2–3 nm particles with uniform loading verified by XRD, TEM, Ramanand XPS. The adsorption–desorption–catalysis for trace toluene purification is evaluated on the quartzmicro-reactor and the self-made electrically heated equipment. 3Pt1Pd/molecular sieve shows tolueneadsorption capacity of 18.22 mg/g and desorption efficiency about 77%, together with the maximum desorptiontemperature at 100 C. 3Pt1Pd/molecular sieve owns toluene conversion with 38.3% and 100% at100 and 200 C, accompanied with the higher CO2 selectivity of 0.0% and 150.0%, separately, due to thehigher Pd2+ content. The catalyst displays water vapor endurance, reproducibility, and 83.0% carbon balanceduring the whole adsorption–desorption–catalysis within 150 min, which highlights the sustainableapplicability in lean VOCs abatement. Furthermore, the possible catalytic reaction pathway of tolueneoxidation is proposed based on the in-situ DRIFTS experiments.