This paper proposes a blockchain-based scheme, focusing on anonymous identity authentication and data aggregation, for safer and more reliable bidirectional communication between the utility company and power consumers based on Advanced Metering ...

In modern power engineering, given the high penetration of distributed energy resources, a risk-based and day-ahead management problem can often be formulated as a high-dimensional problem. In addition, the mathematical mapping from the input control ...

In the environment of strong noise, it is very difficult to extract bearing fault characteristics from vibration signals. To solve the problem, this paper proposes a fault diagnosis method based on Multiple Efficient Channel Attention Capsule ...

In this paper, a hybrid Good Point Set-evolutionary strategy is applied to solve the problem of tuning both network structure and parameters of a feedforward neural network. PSO frame can make the resulting evolutionary algorithm more robust and ...

Inspired by the stimulated-responding mutation process of gene segment, a new mutation operator is proposed. The main characteristic is its mutation method, when one bit is mutated then the following contiguous bits are to be mutated according to the ...

In this paper, a Good Points Set-evolutionary strategy (GPSES) is applied to solve the problem of tuning both network structure and parameters of a feedforward neural network. Good Point Set(GPS) is a concept in number theory. To overcome the deficiency ...

Good Nodes Set(GNS) is a concept in number theory. This paper presents a method that incorporate GNS principle to enhance the crossover operator of the evolution strategy (ES) can make the resulting evolutionary algorithm more robust and statically ...