This technique is suitable for the in-line implementation of optical communication networks.
The proposed methodology is divided into two steps: (1) an off-line error control-learning module using virtual assembly models to determine necessary adjustments; and (2) an in-line control implementation using a feed-forward control strategy based on the learned adjustments.
Then the developed self-active KL GP model is extended to include adaptation and on-line implementation in real time.
The estimation accuracy together with the light computational cost of the developed soft-sensors demonstrate their potential for an on-line implementation in the plant's control system.
In the next on-line implementation stage, the occurrence indices of the root causes are computed with the IF THEN rules embedded in the inference engine using the real-time measurement data.
After a careful selection of suitable observations and variables to be used for calibrating the estimation models, the experimental results show the accuracy of the developed soft-sensors and their potential for an on-line implementation in the plant's control system.
The test of the identified NN models in generalisation, and the simulation of the MPC scheme, on the basis of experimental data collected during several measurement campaigns at the Bois Rouge sugar mill, illustrate the good performances of this new approach, showing promises for an on-line implementation in the year 2000.
Our on-line implementation in C++ using Automatically Tuned Linear Algebra Software ATLASS) easily executed faster than 10 Hz, our binning frequency.
Measures against Russia would be reviewed in line with the implementation of the ceasefire, which he said would be a very long process.
Much of this increase was appropriate and in line with the implementation of the evidence-based protocol, as the majority of D-dimer assays were performed on the "low risk" patients.
The orientation is in line with the implementation of the Action Plan signed by the Government of Myanmar and the United Nations in June this year to prevent the recruitment and use of children by the Myanmar armed forces – the Tatmadaw – and allow for the release of under-age recruits.
