基于改进组合赋权法和云模型的泵站运行状态评价方法OA
An evaluation method for pump station operation status based on improved combined weighting method and cloud model
针对泵站运行状态评价方法缺乏、传统的赋权及评价方法不确定性强、结果失真等问题,提出了一种基于改进组合赋权法和云模型的泵站运行状态评价方法.通过构建包含安全状态监测、技术性能和运行经济性3 个准则的评价指标体系,利用模糊AHP-DEMATEL确定主观权重,基于泵站历史运行数据采用CRITIC法确定客观权重,二者结合得到组合权重,最终采用云模型进行评价.实例验证结果表明,该方法能有效处理评价中的不确定性和模糊性,可用于数字孪生泵站系统,实现监测、评估和预警一体化管理.
To address the lack of effective methods for evaluating the operation status of pump stations,as well as the high uncertainty and result distortion associated with traditional weighting and evaluation approaches,an evaluation method for pump station operation status based on improved combined weighting method and cloud model is proposed.An evaluation indicator system is constructed,consisting of three criteria:safety status monitoring,technical performance,and operational economy.The subjective weights are determined using the fuzzy AHP-DEMATEL method,while the objective weights are obtained through the CRITIC method based on historical operation data of the pump station.The combined weights are then derived by integrating the subjective and objective weights,and the operation status of the pump station is finally evaluated through the cloud model.Application examples verify that the proposed method can effectively handle uncertainty and fuzziness in the evaluation process.It can be applied to digital twin pump station systems,enabling integrated management of monitoring,evaluation,and early warning.
曾涛;秦钟建;刘良;张社荣;王枭华;王超;贾贺
天津大学水利工程智能建设与运维全国重点实验室中水淮河规划设计研究有限公司中水淮河规划设计研究有限公司天津大学水利工程智能建设与运维全国重点实验室天津大学水利工程智能建设与运维全国重点实验室天津大学水利工程智能建设与运维全国重点实验室天津大学水利工程智能建设与运维全国重点实验室
泵站运行状态评价AHP-DEMATELCRITIC法组合赋权云模型数字孪生
pump station operation status evaluationAHP-DEMATELCRITIC methodcombined weightingcloud modeldigital twin
《水利水电科技进展》 2026 (1)
90-97,8
水利部重大科技项目(SKS-2022133)天津大学自主创新基金项目(2023XJD-0065)
评论