The Design of a Remote Online Holistic Monitoring System for a Wind Turbine

Zhao, Long; Zhou, Yuhao; Matsuo, Igor Brandao Machado; Korkua, Suratsavadee K.; Lee, Wei-Jen

doi:10.1109/tia.2019.2951088

Cited by 20 publications

(7 citation statements)

References 23 publications

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“…The station side of the power station mainly collects realtime operating data such as photovoltaic equipment (including photovoltaic arrays, combiner boxes, inverters, booster stations, energy metering devices, and box-type transformers) and nonreal-time data such as power prediction. Upload it to the centralized control center of the headquarters, and send it to the big data processing platform through the program [18,19].…”

mentioning

confidence: 99%

Application of Industrial Big Data Cloud Control Platform Based on Fusion Transmission Sensor

Meng

Shao

2022

Journal of Sensors

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In order to solve the problem that the traditional operation and maintenance system of photovoltaic operation and power station is mainly based on statistical analysis and multisite and multilevel deployment mode, which wastes software and hardware resources, is not easy to expand and has extremely low efficiency, which cannot meet the urgent needs of users to reduce costs and increase efficiency. This research proposes a methodology for integrating big data, cloud computing, and photovoltaic operation and maintenance. This method constructs the business model, data model, application model, and technical model of the photovoltaic power station operation and maintenance cloud platform. The results obtained are as follows: the system provides diagnostic services for the application system of a 30 MWp photovoltaic power station in a certain place, and a total of 87 defects are found, the defect elimination rate is 88.51%, and the monthly power generation of the power station is increased by 122,529 kWh; the use effect of the system in this research after it goes online. The evaluation is 93.04 points, ranging from very satisfactory (A) to satisfactory (B) and biased towards A, indicating that the use effect is good. It is proved that the successful research and promotion of the system in this research will be of great significance to improve the intelligent operation and maintenance level of photovoltaic power plants and improve the operation and maintenance efficiency of photovoltaic power plants.

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confidence: 99%

Application of Industrial Big Data Cloud Control Platform Based on Fusion Transmission Sensor

Meng

Shao

2022

Journal of Sensors

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“…The requirements for the integrated monitoring function of lightweight IT operation and maintenance for the APP system can be mainly divided into two categories: on the one hand, the monitoring of the equipment belongs to the underlying monitoring function; on the other hand, the user can log in to the various functional modules of the system on the page, viewing and configuration functions belong to user application requirements [10]. Under the above two levels of functional requirements, this article combines the monitoring requirements of relevant operation and maintenance personnel, and specifically divides the requirements of the lightweight IT operation and maintenance integrated monitoring function for the APP system into the following categories:…”

Section: Monitoring Function Requirements Of Lightweight It Operation...mentioning

confidence: 99%

Lightweight IT Operation and Maintenance Integrated Monitoring Method for APP System

Wang

Chen

2022

J. Phys.: Conf. Ser.

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Through the operation and maintenance system, the centralized control of the operation state of enterprise equipment can be realized. In order to solve the problem of unstable monitoring effect of traditional methods, untimely risk early warning and high error rate of early warning information, a lightweight it operation and maintenance integrated monitoring method for APP system is proposed. Analyze the actual needs of the monitoring function of the lightweight IT operation and maintenance system, design a targeted IT operation and maintenance monitoring function module according to the analysis results, and give the lightweight IT operation and maintenance process. A lightweight IT operation and maintenance database is established based on fuzzy theory, and data with similar characteristics is simulated to minimize the dispersion of sample data. Finally, in order to achieve integrated monitoring of lightweight IT operation and maintenance, and to improve monitoring efficiency and monitoring accuracy, it is necessary to reduce the dimensionality of multi-dimensional data, which is mainly achieved through principal component analysis. The experimental results show that compared with the traditional method, the method in this paper can obtain accurate early warning information in time in monitoring, indicating that its monitoring effect is better, and it has a certain positive effect on ensuring the safe operation of the IT operation and maintenance system.

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“…It is the part that users directly contact in the daily use process. Users can realize remote management of the system by relying on the cloud platform [4]. The ultimate realization of the cloud platform is the monitoring of rare trees, the specific functions are:…”

Section: Cloud Platform Functional Designmentioning

confidence: 99%

Design and Implementation of Remote Monitoring System for Rare Trees Based on LoRa Communication

Chen

Zheng

Quou

et al. 2022

J. Phys.: Conf. Ser.

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In recent years, rare plants on the earth have gradually disappeared, so it is urgent to inspect and protect their health. A rare tree monitoring system compatible with NB-IOT (Narrow Band Internet of Things) is designed based on the low-power data transmission technology of LoRa (Long Range Radio). The system takes stm32f103c8t6 as the core of the controller, collects information through temperature and humidity sensor, attitude sensor, infrared pyroelectric sensor and sound sensor, builds a server to store the information and data back to the server, uses the terminal to access the server, and reminds the operator when the amount of information exceeds a certain threshold, Finally, the real-time monitoring of rare trees in the field is realized.

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The Design of a Remote Online Holistic Monitoring System for a Wind Turbine

Cited by 20 publications

References 23 publications

Application of Industrial Big Data Cloud Control Platform Based on Fusion Transmission Sensor

Application of Industrial Big Data Cloud Control Platform Based on Fusion Transmission Sensor

Lightweight IT Operation and Maintenance Integrated Monitoring Method for APP System

Design and Implementation of Remote Monitoring System for Rare Trees Based on LoRa Communication

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