DQN-based 5G fusion intelligent power distribution network energy management method
A smart distribution network and energy management technology, applied in the field of communication, can solve the problems of heterogeneity and dynamics that aggravate optimization complexity, ignore the coupling relationship between energy flow and information flow, huge signaling overhead, and security and privacy issues. To achieve the effect of promoting the consumption of new energy, satisfying the differentiation of power business, and improving the effect of cost reduction and efficiency increase
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[0162] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.
[0163] The whole technical solution of the present invention mainly includes five steps: (1) constructing a system model framework; (2) refinement of the model; (3) proposing a high-reliability and low-delay constraint and optimization problem; (4) transforming the optimization problem And the Markov decision process is introduced; (5) A DQN-based energy management algorithm with energy queue awareness is proposed. The details are as follows:
[0164] 1. Build a system model framework
[0165] Such as image 3 As shown, the framework can be described from two aspects of information domain and energy domain. The energy domain architecture is mainly used to describe the ...
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