# Review on Monitoring, Operation and Maintenance of Smart Offshore Wind Farms

arXiv: https://arxiv.org/abs/2211.00221 · HTML: https://mlsanity.com/paper/2211.00221/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 7 of its 230 references that are in the map.
- First posted on arXiv 1 Nov 2022.

## Builds on (most cited first, 7 of 7)

- [Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting](https://mlsanity.com/paper/2108.06764/) (2021)
- [Optimal Scheduling of an Isolated Microgrid with Battery Storage Considering Load and Renewable Generation Uncertainties](https://mlsanity.com/paper/1808.05691/) (2018)
- [Optimal Scheduling of Integrated Demand Response-Enabled Integrated Energy Systems with Uncertain Renewable Generations: A Stackelberg Game Approach](https://mlsanity.com/paper/2103.04723/) (2021)
- [Stochastic optimal scheduling of demand response-enabled microgrids with renewable generations: An analytical-heuristic approach](https://mlsanity.com/paper/2111.12322/) (2021)
- [Fault Diagnosis of the 10MW Floating Offshore Wind Turbine Benchmark: a Mixed Model and Signal-based Approach](https://mlsanity.com/paper/2007.01708/) (2020)
- [Review for AI-based Open-Circuit Faults Diagnosis Methods in Power Electronics Converters](https://mlsanity.com/paper/2209.14058/) (2022)
- [Fault diagnosis for open-circuit faults in NPC inverter based on knowledge-driven and data-driven approaches](https://mlsanity.com/paper/2210.17057/) (2022)

## Built on by (most cited first, 1 of 1)

- [Image encryption for Offshore wind power based on 2D-LCLM and Zhou Yi Eight Trigrams](https://mlsanity.com/paper/2306.09245/) (2023)

## Abstract (arXiv)

In recent years, with the development of wind energy, the number and scale of wind farms are developing rapidly. Since offshore wind farm has the advantages of stable wind speed, clean, renewable, non-polluting and no occupation of cultivated land, which has gradually become a new trend of wind power industry all over the world. The operation and maintenance mode of offshore wind power is developing in the direction of digitization and intelligence. It is of great significance to carry out the research on the monitoring, operation and maintenance of offshore wind farm, which will be of benefits to reduce the operation and maintenance cost, improve the power generation efficiency, improve the stability of offshore wind farm system and build smart offshore wind farm. This paper will mainly analyze and summarize the monitoring, operation and maintenance of offshore wind farm, especially from the following points: monitoring of "offshore wind power engineering & biological & environment", the monitoring of power equipment and the operation & maintenance of smart offshore wind farms. Finally, the future research challenges about monitoring, operation and maintenance of smart offshore wind farm are proposed, and the future research directions in this field are prospected.