Font Size: a A A

Research And Realization Of Geological Disaster Monitoring System

Posted on:2018-06-03Degree:MasterType:Thesis
Country:ChinaCandidate:C LiFull Text:PDF
GTID:2348330533460317Subject:Computer system architecture
Abstract/Summary:PDF Full Text Request
Effective monitoring and forecasting of geological disasters is related to the safety of peoples's lives and wealth,so timely access to monitoring data,accurate warning of disaster information has become critical,but the traditional manual monitoring and monitoring do not have rcal-time data monitoring and accuracy of the disaster warning.In this paper,the geological disaster monitoring and warning system based on C#development platform is put forward to study the factuors that affect the occurrence of geological disasters and the geological disaster monitoringand and carly warning model.Firstly,this paper completes the feasibility analysis of geological disaster monitoring about formation conditions,influencing factors and monitoring contents,and introduces the core algorithms and application models of monitoring and early warning in detail.Secondly,the article focuses on the use of RTU equipment(sensor)to collect disaster data to the geological disaster monitoring and early warning system to analyze and analyse the results,and real-time transmission of geological disasters to show the scene information;the formation of geological disaster monitoring System model is based on the improving of neural network algorithm,which supports the simulation experiment of disaster actual monitoring data,can find the optimal solution quickly in the data training process,and carries on the corresponding simulation training through a large number of collected sample data to verify the designed prediction model s efficiency.Finally,this model not only can solve the omission of geological disasters but also can make the false alarm information generated by the monitoring point.Also,it can make predictions that if there will be occurrence of geological disasters for each disaster point in the future at any time.After the analysis and design of the system,the applicability and effectiveness of the system are verified by a lot of experiments and tests.Via Xi'an Jetta Control Co Ltd on the improvement and application of the monitoring system practical,confirms the system for the benefits of disaster monitoring and warning,complete to realize real-time monitoring of the geological disaster monitoring point data of a monitoring point of geological disasters in the future to make accurate forecasts,this is traditional manual testing and the lack of protection.
Keywords/Search Tags:geological disaster monitoring, neural network algorithm, warning model
PDF Full Text Request
Related items