期刊
IEEE SYSTEMS JOURNAL
卷 16, 期 3, 页码 3668-3678出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSYST.2022.3174925
关键词
Edge computing; Meteorology; Computer architecture; Cloud computing; Real-time systems; Monitoring; Computational modeling; Edge computing; energy-efficient management; intelligent farm; solar insecticidal lamp (SIL)
类别
资金
- National Natural Science Foundation of China [62071070]
- Key Poject Plan of Blockchain in Ministry of Education of the People's Republic of China [KJ010802]
The article introduces an energy-efficient solar insecticidal lamp management architecture based on edge computing, and proposes a management mechanism that considers real-time information. Simulation results demonstrate that the proposed mechanism can improve energy utilization and alleviate battery discharge issues compared to traditional methods.
Energy-efficient solar insecticidal lamp (SIL) management is an important way to promote the full deployment and application of SILs in intelligent farms. To improve processing latency and precision, an edge computing-based energy-efficient SILs management architecture (ECEEM-SIL) is presented. Considering architecture matching, an SILs management mechanism based on edge computing referring to real-time information of pests and energy (ECEEM-SIL-RRIPE) is proposed. Firstly, considering different weather conditions, the pest distribution model and its update method based on edge computing are established. Secondly, the scheduling strategy based on the maximum coverage of active pest periods with the minimum number of working SILs (MaxCAP-MinNWS) is proposed to address the turning on and off scheduling of SILs, while considering the joint optimization of energy consumption and insecticidal efficiency. Simulation results show that compared with the existing preset working period scheduling and unified scheduling strategies, the proposed strategy can improve utilization of energy resources in insecticidal by up to 20%. In addition, the energy supply and consumption of SILs can be more balanced, and the battery deep discharging of SILs can be relieved.
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