Byeongjin YangGeneral Manager| Samsung Heavy IndustriesSouth Korea
EPC schedule is generated with Al algorism but the reference data is very limited.
How AI can generate reliable EPC Schedule ? AI learning is very limited in EPC Schedule as variant trials may not provide appropriate result without real execution I think. Saving Changes...
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Sergio Luis ConteHelping to create solutions for everyone| Worldwide based OrganizationsBuenos Aires, Argentina
When you use AI models (trees, neural networks, etc) for creating something you have to trained it. To train it you need data. Based on data you provide you can calculate a degree of confidence (in some cases it is called confusion matrix) that can provide you how much "reliable" is the output. So, take a look to that. Saving Changes...
I think you have answered your own question. The quality of the outputs produced by any automated solution is based on the quality of the inputs and if you have insufficient historical data to train a model or insufficient current data related to your project to get it to develop a forecast or plan, then you are unlikely to have good results.
