4.6 Article

Fuzzy Comprehensive Evaluation Method for Energy Management Systems Based on an Internet of Things

期刊

IEEE ACCESS
卷 5, 期 -, 页码 21312-21322

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2017.2728081

关键词

Analytical hierarchy process; energy management; fuzzy comprehensive evaluation method; Internet of Things

资金

  1. National Natural Science Foundation of China [51376164]

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An energy management system (EMS) that is augmented by Internet of Things (IoT) is introduced. Using IoT technology, real-time energy-consumption data can be efficiently collected and analyzed, leading to an improved awareness and evaluation of the energy consumption of manufacturing processes. The architecture and function of the IoT-based EMS are introduced. Because the existing monitoring standard for energy conservation de fines only the minimum evaluation criterion, the result is eitherqualified or unqualified. Fully characterizing the energy consumption of industrial energy-intensive equipment is challenging. For this reason, this paper constructs a comprehensive evaluation model for monitoring industrial energy conservation. An evaluation index for industrial energy-intensive equipment is proposed. Then, by integrating an analytic hierarchy process and a fuzzy comprehensive evaluation method, a method is provided for an IoT-based industrial EMS to fully evaluate the operational level of energy-intensive equipment. Finally, a case study is provided to verify the effectiveness of this method.

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