http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-110516859-A
Outgoing Links
| Predicate | Object |
|---|---|
| assignee | http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_f55063af891dee9ed4f7b817375c2cff |
| classificationCPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2411 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06Q50-06 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06Q10-04 |
| classificationIPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06Q50-06 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06Q10-04 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-62 |
| filingDate | 2019-08-14-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor | http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_fd586d0d0047895d55f88d6d8e6036c5 |
| publicationDate | 2019-11-29-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber | CN-110516859-A |
| titleOfInvention | A Power Generation Prediction Method Based on Intelligent Droplet Optimization Support Vector Machine |
| abstract | The present invention relates to the technical field of flyback photovoltaic micro-inverter power generation prediction, in particular to a method for power generation prediction based on intelligent water drop optimization support vector machine, which includes the following steps: step A, collect all samples; step B, determine optimization The range of parameters; Step C, determine static parameters; Step D, determine dynamic parameters; Step E, update; Step F, judge whether the error is less than the target error; Step G, output the optimal solution for this iteration; Step H, find The optimal parameter of the target parameter; Step I, perform SVM modeling for prediction; Step J, obtain the prediction result. The invention uses the intelligent water drop algorithm to optimize the penalty parameter and the kernel parameter of the support vector machine, and finds the optimal solution of the parameters, so that the obtained prediction model has higher precision and better accuracy. |
| priorityDate | 2019-08-14-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type | http://data.epo.org/linked-data/def/patent/Publication |
Incoming Links
| Predicate | Subject |
|---|---|
| isDiscussedBy | http://rdf.ncbi.nlm.nih.gov/pubchem/compound/CID962 http://rdf.ncbi.nlm.nih.gov/pubchem/substance/SID419512635 |
Total number of triples: 17.