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Ruben James Quartana has successfully completed several professional certificate programs and courses in oil and gas safety and health, as demonstrated in his official student transcript from OSHAcademy. He earned high scores and GPAs in certificate programs including Oil and Gas Safety and Health Professional, Oil and Gas Safety and Health Manager, and Oil and Gas Safety and Health Supervisor. He also scored well in various individual safety courses covering topics such as hazard analysis, personal protective equipment, and confined space programs.
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This document contains contact information for Ruben Quartana including two email addresses, rubenquartana@aol.com and Rquartana@teamenv.com, which are listed twice each.
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Ruben Quartana successfully completed SSPC's Quality Control Supervisor course on April 9, 2016 at SSPC. He was awarded SSPC-QCS certification number 1111188848. The certificate recognizes his fulfillment of the requirements for SSPC's Quality Control Supervisor course and is signed by the SSPC President and Executive Director.
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dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
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