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Big Data, Artificial Intelligence and Cloud Computing; A smarter way to manage your fleet

机译:大数据,人工智能和云计算;管理舰队的聪明方式

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Big data analytics is an emerging technique in predictive asset management and helps in reducing the cost of energy by improving practices in operations & maintenance strategy like inventory management, plant performance and monitoring the health of wind turbine without manual intervention. The implemented algorithm and techniques shows encouraging results and more research leads to, 1. Improvement in decision making process; 2. Confident predictive maintenance; 3. Reduction in operational cost; 4. Improvement in effective inspection of components; 5. Generation of a new relation between old data and new component data which is a highly complex task in a short span if a component is replaced in the wind turbine.
机译:大数据分析是一种在预测资产管理中的新兴技术,通过改善库存管理,工厂性能和监测风力涡轮机的健康,从未进行手动干预,通过改善运营和维护战略的实践来降低能源成本。实施的算法和技术显示了令人鼓舞的结果,更多的研究导致,1.决策过程的改进; 2.自信的预测维护; 3.减少业务费用; 4.有效检查组件的改进; 5.如果在风力涡轮机中更换组件,则在短跨度中的高度复杂任务中的新关系的生成新的关系。

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