RESISTANCE AND TRIM MODELING OF THE NAPLES HARD CHINE SYSTEMATIC SERIES
Само за регистроване кориснике
2018
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
An Artificial Neural Network (ANN) method with multiple-outputs is used to develop the mathematical models for
the Naples Systematic Series (NSS) of resistance, dynamic trim, wetted surface area and length of wetted surface
area, as functions of length beam ratio, slenderness ratio, longitudinal centre of gravity and volumetric Froude
number. Multiple ANN output enables simultaneous use of all the available resistance and trim data, producing
both an output for resistance and for trim. Similar results are obtained for the wetted surface area and length of
wetted surface area datasets. Note that the multiple-output models share a common ANN structure, with only slight
differences in equations for resistance and trim, and for wetted surface area and length of wetted surface area.
*This paper is upgraded and corrected version of a paper published under the same title at the 11th High Speed Marine
Vehicles Conference (HSMV 2017) in Naples, 25th
-26th October 2017.
Извор:
The transactions of the Royal Institution of Naval Architects. Part B, International journal of small craft technology, 2018, 160, Jan-Jun 2018, B-31-B-43Издавач:
- The Royal Institution of Naval Architects
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Radojčić, Dejan AU - Kalajdžić, Milan PY - 2018 UR - https://machinery.mas.bg.ac.rs/handle/123456789/6731 AB - An Artificial Neural Network (ANN) method with multiple-outputs is used to develop the mathematical models for the Naples Systematic Series (NSS) of resistance, dynamic trim, wetted surface area and length of wetted surface area, as functions of length beam ratio, slenderness ratio, longitudinal centre of gravity and volumetric Froude number. Multiple ANN output enables simultaneous use of all the available resistance and trim data, producing both an output for resistance and for trim. Similar results are obtained for the wetted surface area and length of wetted surface area datasets. Note that the multiple-output models share a common ANN structure, with only slight differences in equations for resistance and trim, and for wetted surface area and length of wetted surface area. *This paper is upgraded and corrected version of a paper published under the same title at the 11th High Speed Marine Vehicles Conference (HSMV 2017) in Naples, 25th -26th October 2017. PB - The Royal Institution of Naval Architects T2 - The transactions of the Royal Institution of Naval Architects. Part B, International journal of small craft technology T1 - RESISTANCE AND TRIM MODELING OF THE NAPLES HARD CHINE SYSTEMATIC SERIES EP - B-43 IS - Jan-Jun 2018 SP - B-31 VL - 160 DO - 10.3940/rina.ijsct.b1.2018.211 ER -
@article{ author = "Radojčić, Dejan and Kalajdžić, Milan", year = "2018", abstract = "An Artificial Neural Network (ANN) method with multiple-outputs is used to develop the mathematical models for the Naples Systematic Series (NSS) of resistance, dynamic trim, wetted surface area and length of wetted surface area, as functions of length beam ratio, slenderness ratio, longitudinal centre of gravity and volumetric Froude number. Multiple ANN output enables simultaneous use of all the available resistance and trim data, producing both an output for resistance and for trim. Similar results are obtained for the wetted surface area and length of wetted surface area datasets. Note that the multiple-output models share a common ANN structure, with only slight differences in equations for resistance and trim, and for wetted surface area and length of wetted surface area. *This paper is upgraded and corrected version of a paper published under the same title at the 11th High Speed Marine Vehicles Conference (HSMV 2017) in Naples, 25th -26th October 2017.", publisher = "The Royal Institution of Naval Architects", journal = "The transactions of the Royal Institution of Naval Architects. Part B, International journal of small craft technology", title = "RESISTANCE AND TRIM MODELING OF THE NAPLES HARD CHINE SYSTEMATIC SERIES", pages = "B-43-B-31", number = "Jan-Jun 2018", volume = "160", doi = "10.3940/rina.ijsct.b1.2018.211" }
Radojčić, D.,& Kalajdžić, M.. (2018). RESISTANCE AND TRIM MODELING OF THE NAPLES HARD CHINE SYSTEMATIC SERIES. in The transactions of the Royal Institution of Naval Architects. Part B, International journal of small craft technology The Royal Institution of Naval Architects., 160(Jan-Jun 2018), B-31-B-43. https://doi.org/10.3940/rina.ijsct.b1.2018.211
Radojčić D, Kalajdžić M. RESISTANCE AND TRIM MODELING OF THE NAPLES HARD CHINE SYSTEMATIC SERIES. in The transactions of the Royal Institution of Naval Architects. Part B, International journal of small craft technology. 2018;160(Jan-Jun 2018):B-31-B-43. doi:10.3940/rina.ijsct.b1.2018.211 .
Radojčić, Dejan, Kalajdžić, Milan, "RESISTANCE AND TRIM MODELING OF THE NAPLES HARD CHINE SYSTEMATIC SERIES" in The transactions of the Royal Institution of Naval Architects. Part B, International journal of small craft technology, 160, no. Jan-Jun 2018 (2018):B-31-B-43, https://doi.org/10.3940/rina.ijsct.b1.2018.211 . .