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Bin Liu - IEEE Xplore Author Profile

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In recent years, load monitoring and analysis have played an increasingly important role in power system dispatch management. Although event-based non-intrusive load monitoring methods have made some progress in theory and practice, the increasing diversification and complexity of equipment types require enhanced recognition accuracy of existing methods. It is challenging to capture the power usag...Show More
In recent years, with the development of load monitoring, the actual deployment of load monitoring has become a key issue to maintain the model performance while minimizing the parameters and computations. Although existing computer vision and other fields in a wide range of attempts to modellightweighting, model compression, knowledge distillation and other methods seek to deploy models on edge d...Show More
In this paper, we propose a novel non-invasive elec-tric bicycle charger detection method that aims to identify electric bicycle chargers from the perspective of their potential electrical safety threats among traditional household appliances. We consider electric bicycle chargers as anomalous loads in household appliances with an eye to solving the problem of dichotomizing electric bicycle charge...Show More
As the reform of the electricity market deepens, the integration of electric vehicles (EV) into the power grid can serve as a form of distributed energy storage, providing regulatory capabilities similar to battery energy storage. Exploring the potential of Electric Vehicle Aggregations (EVA) in participating in the ancillary services market can lead to a mutually beneficial outcome, achieving use...Show More
An essential part of lithium-ion battery management is the assessment of state of health (SOH), which is the key to accurate estimation of the state of charge and the remaining useful life. The majority of recent studies on SOH evaluation make use of the whole charging or discharging curves, first mining the variables with a strong correlation to SOH, and then building the projection to SOH using ...Show More
As the integrator of prosumers’ resources, prosumer aggregator realizes its own economic optimization through multiple interactions with the interest demands of different prosumers at the lower level. In view of the above interaction process, an operational mechanism for prosumers to participate in real-time demand response is proposed based on the master-slave game, in which aggregators aim to ma...Show More
Low-voltage distribution network is the last link connecting consumer in power system, and it takes a large impact on user experience, so it needs to be paid due attention. In view of the acceleration of the transformation and construction of the distribution network line, the topological file management in the low-voltage platform area is confused and the phase information is not accurate. Howeve...Show More
In view of the research and development problem of flexible load scheduling industrial Internet device, this study proposes the research and development of electrical characteristic identification measurement and control terminal of heat storage equipment. The hardware device is based on the real-time electrical volume data of heat storage equipment. It is a new intelligent online monitoring devic...Show More
A real-time coordinated schedule model for massive electric vehicles (EVs) and energy storage system (ESS) is proposed to reduce real-time scheduling difficulties considering the accurate constrains of each EV and the safe operation of the distribution network. Newly connected EVs are clustered into different clusters by the charging completion time which is set by their owners. The optimization p...Show More
This paper proposed the optimization for commercial building energy management of multi-energy fusion, which has the characteristics of multi energy fusion, and considers the coordination strategy of CCHP and energy storage devices under the commercial TOU mechanism. Building comfort and energy costs are considered as the optimization objective functions. Finally, a simulation of a commercial buil...Show More