Check access to the full text by signing in through your organization. Access through your organization Section snippets Modelling and analysis of PV conversion system The PV conversion system that we propose to study is illustrated in Fig. 1. It is mainly formed by four elements: the PV ge...
From the conceptual standpoint, the classifiers of this form can be expressed as a collection of “if-then” rules. The proposed architecture uses two essential development mechanisms. Fuzzy clustering (Fuzzy C-Means, FCM) is aimed at the development of condition parts of the rules while the ...
Data pre-processing is a phase of machine learning architecture which takes the responsibility of converting the raw data into the suitable form so that statistical analysis can be performed on it. Among several popular methods (Ding, Ross, 2012, Farhangfar, Kurgan, Dy, 2008, de França, ...
Thus the k-th column of the PDE matrix Dh, which is built upon a combination of Ψk and its derivatives, is a 0 vector: this implies that Dh in this case does not have a full column rank. In Fig. 4 we can see a one-dimensional setup, where in the top plot, the X-points ...
The position 𝒑p, velocity 𝒗v, attitude 𝒒q, gyro bias 𝒃𝒈bg, accelerometer bias 𝒃𝑎𝑐𝑐bacc, and acoustic fix bias 𝒃ℎbh in full state vector 𝒙x form are given as 𝒙=[𝒑𝒗𝒒𝒃𝑔𝒃𝑎𝑐𝑐𝒃ℎ𝑠𝑣]𝑇x=pvqbgbaccbhsvT (23) where ...
For the case of 𝑛=1, Equation (8) is equal to Equation (6), the full-rate full-diversity complex-valued space–time block code scheme proposed in [61]. The main issue of the proposed coding scheme is that we cannot define a simplified ML decoding method as in the former cases. ...
After optimization, the head and pump efficiency increased under the full flow condition. The maximum pump efficiency increased by 4.7%, and the best efficiency point shifts to large flow. At the same time, the optimization scheme alleviates the problem of the rapid drop of the head and ...