Cheng Feng

Cheng Feng
Tsinghua University | TH · Department of Electrical Engineering

PhD Candidate

About

7
Publications
3,932
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
94
Citations

Publications

Publications (7)
Article
Full-text available
In virtual power plants (VPPs), distributed devices (such as residential appliances, energy storage, and electric vehicles) communicate with control centers via wireless access points (APs). Nevertheless, with a massive number of devices connected to APs, VPPs would be adversely affected by packet loss and consequently suffer from revenue reduction...
Article
Full-text available
The operations of base stations (BSs) contribute most of the energy consumption in the cellular wireless networks. Powering BSs by distributed energy resources (DER) such as photovoltaic (PV) and energy storage is an effective way to reduce on-grid power consumption and build green wireless networks. Optimal energy management of BSs helps to reduce...
Article
Full-text available
Smart meters (SMs) measure and transmit fine-grained electricity consumption data to the data center at a certain high frequency (such as every 15 minutes). A data aggregation point (DAP) is a relay device between a cluster of SMs and data centers. The placement of DAPs significantly impacts the cost-effectiveness and quality of service (QoS) of th...
Article
Full-text available
Smart grids (SGs) are reforming towards utilizing massive data for operations and services. During this reform, the information and communication technologies (ICTs) play a critical role, especially for the computing model, which determines how data analytics in SG can be executed. Edge computing (EC), a novel computing paradigm innovation, has hig...
Article
Full-text available
Designing customizing prices is an effective way to promote consumer interactions and increase the customer stickiness for retailers. Fueled by the increased availability of high-quality smart meter data, this paper proposes a novel data-driven approach for incentive-compatible customizing time-of-use (ToU) price design based on massive historical...
Article
Full-text available
The ubiquitous electric Internet of Things (IoT) is a concrete manifestation of the IoT in the power industry. It is a deep integration of interconnected power network and communication network, and an important measure to implement the Energy Internet. The fifth generation mobile communication (5G communication) is favored by all walks of life bec...

Network

Cited By