Zobrazeno 1 - 10
of 58
pro vyhledávání: '"Peifeng Niu"'
Publikováno v:
IEEE Access, Vol 8, Pp 79619-79636 (2020)
It is very important to establish an accurate combustion characteristics model of a boiler to reduce NOx emission. In this paper, a novel least square parallel extreme learning machine (LSPELM) is firstly proposed, all of whose weights and thresholds
Externí odkaz:
https://doaj.org/article/ffe6141093524141b744abcb89a56fe6
Publikováno v:
IEEE Access, Vol 7, Pp 180409-180416 (2019)
Deep neural network regression models produce substantial gains in big data prediction systems. Multilayer perceptron neural (MPL) networks have more various properties than single-layer feedforward neural networks. A deeper neural network is more in
Externí odkaz:
https://doaj.org/article/0b752c5b4a8745fe845cffe0348bc217
Publikováno v:
Atmospheric Pollution Research. 11:1084-1090
Our works frequently examine the emission of pollutants and the prediction of the thermal efficiency of boilers from power plants. Power plant systems are strongly coupled. Thus, multi-objective modelling and prediction is always a difficult problem.
Publikováno v:
IEEE Access, Vol 8, Pp 79619-79636 (2020)
It is very important to establish an accurate combustion characteristics model of a boiler to reduce NOx emission. In this paper, a novel least square parallel extreme learning machine (LSPELM) is firstly proposed, all of whose weights and thresholds
Publikováno v:
Neurocomputing. 361:1-9
This paper deals with the global quasi-synchronization and global anti-synchronization issue of delayed neural networks with discontinuous activations (DNNDA) by means of the non-fragile control strategy. In this paper, a class of DNNDA model is pres
Publikováno v:
Knowledge-Based Systems. 171:37-43
Grey wolf optimization algorithm (GWO) is a new meta-heuristic optimization technology. Its principle is to imitate the behavior of grey wolves in nature to hunt in a cooperative way. GWO is different from others in terms of model structure. It is a
Publikováno v:
International Journal of Control, Automation and Systems. 17:521-535
This paper deals with the synchronization issue of fractional-order complex-valued Hopfield neural networks with time delay. In this paper, by means of properties of the fractional-order inequality, such as Holder inequality and Gronwall inequality,
Publikováno v:
Computer Modeling in Engineering & Sciences. 117:29-57
Publikováno v:
Applied Mathematics and Computation. 334:214-226
In the last decade, the online sequential extreme learning machine (OS-ELM) has become an effective online modeling tool for the regression problem and time series prediction areas. However, the random initialization input-weights remain unchanged wh
Publikováno v:
Applied Mathematical Modelling. 58:3-18
The boiler combustion optimization has attracted growing research interest of more and more researchers in thermal energy engineering field. To achieve combustion optimization objective, the combustion characteristics model of the boiler needs to be