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142 results about "Diagnostic algorithms" patented technology

Gas turbine adaptive gas circuit component performance diagnostic method based on combination of thermal model and particle swarm optimization

The invention aims at providing a gas turbine adaptive gas circuit component performance diagnostic method based on the combination of a thermal model and particle swarm optimization. The method comprises the steps that the gas turbine nonlinear thermal model is established, gas circuit health indexes of a gas compressor and a turbine are redefined with similarity reduced parameters, gar circuit measurement parameters in a certain time frame in the stable running process of a current object gas turbine are collected and subjected to noise reduction processing and then serve as measurement parameters of a gas circuit to be subjected to offline diagnosis, and gas circuit health indexes of current components are obtained through iteration optimizing calculation of the particle swarm optimization and used for evaluating the practical performance health condition of the object gas turbine. By means of the method, the problem that the diagnostic precision of a traditional gas turbine gas circuit component performance diagnostic method is likely to be affected by changes of environment conditions and operation conditions is solved, the local optimization feature of the traditional diagnostic algorithm is changed, the accuracy of a diagnostic result is improved, the diagnostic process is simplified, and the method can be effectively applied to performance diagnostic situations with measurement noise and for complex gas turbine units.
Owner:HARBIN ENG UNIV

Crop greenhouse cultivation expert control system and crop disease diagnostic method

InactiveCN102681438ASolve the problem of incomplete professional knowledgeIncrease productionAdaptive controlAutomatic controlAlgorithm
The invention belongs to the fields of facility agriculture, a computer technology and an automatic control technology. The invention provides a crop greenhouse cultivation expert control system and a disease diagnostic algorithm of a disease diagnosis subsystem thereof. The crop greenhouse cultivation expert control system is mainly characterized in that the crop greenhouse cultivation expert control system is connected with an environment parameter detecting system, a crop growth condition detecting system and an environment conditioning system, and has main functions of environment parameter decision of crop cultivation, growth condition classification, pathologic diagnosis indirection and the like. The disease diagnostic algorithm of the disease diagnosis subsystem comprises a crop disease characteristic knowledge encoding expression manner and a disease characteristic extraction algorithm. An expert system knowledge base can be replaced in an assorted manner according to relevance among subsystems of different crops, so as to be used as a greenhouse cultivation expert system for the different crops. The crop greenhouse cultivation expert control system provided by the invention has simple volume, is simple and easy to operate, can be independently used or used by means of being assorted with an external system, and other advantages. The crop greenhouse cultivation expert control system is very suitable for an agricultural greenhouse cultivation producer to use, and has a great development prospect.
Owner:TIANJIN UNIVERSITY OF TECHNOLOGY
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