[[abstract]]本研究利用資料探勘之決策樹演算法,針對間歇性之輪軌介面問題,尋找轉向架異常晃動告警之關鍵構成因子及其構成順序。 依決策樹觀念而言,其所歸納之規則有其構成順序,當一個屬性消失時,則規則無法成立;依此原則下進一步探討相關規則並提出預防性維修建議。(紙本延後至108715止公開)[[abstract]]Decision Tree algorithmic is proposed to study the potential factors of wheel/rail interface concerns dig out of relationships of potential factors and rules of BIDS alarm is expected In light of the concept of Decision Tree the rule has its order While attributes are taken out from the rule the rule can’t be established In that basis recommendation of Preventive Maintenance can be advised accordingl
International audiencePublic transport reliability is a highly important factor a ecting passenger s...
Objective: A proof-of-concept analysis was conducted to establish whether link analysis could be app...
An automatic train protection (ATP) system is the core to ensure operation safety of high-speed rail...
The bogie is a critical component of a train set. Any failure in the bogies’ structure/mechanism tra...
This paper describes a successful but challenging application of data mining in the railway industry...
The demands for model accuracy and computing efficiency in fault warning scenarios are increasing as...
The UK railway network is subjected to an electrification process that aims to electrify most of the...
Railway track geometry deterioration indicates degradation in the underlying track structures. Monit...
Modern operation of complex systems such as trains and aircraft generates vast amounts of data. This...
Railway switches are a crucial part of the railway system but prone to failures. Nowadays a common a...
Modern machine learning techniques have encouraged interest in the development of vehicle health mon...
During a typical measurement campaign, lots of temporal and spatial data can be gathered regarding t...
Raj Bridgelall is the program director for the Upper Great Plains Transportation Institute (UGPTI) C...
In order to meet the mounting social and economic demands, railway operators and manufacturers are s...
Emerging wireless sensor networking (WSN) and modern machine learning techniques have encouraged int...
International audiencePublic transport reliability is a highly important factor a ecting passenger s...
Objective: A proof-of-concept analysis was conducted to establish whether link analysis could be app...
An automatic train protection (ATP) system is the core to ensure operation safety of high-speed rail...
The bogie is a critical component of a train set. Any failure in the bogies’ structure/mechanism tra...
This paper describes a successful but challenging application of data mining in the railway industry...
The demands for model accuracy and computing efficiency in fault warning scenarios are increasing as...
The UK railway network is subjected to an electrification process that aims to electrify most of the...
Railway track geometry deterioration indicates degradation in the underlying track structures. Monit...
Modern operation of complex systems such as trains and aircraft generates vast amounts of data. This...
Railway switches are a crucial part of the railway system but prone to failures. Nowadays a common a...
Modern machine learning techniques have encouraged interest in the development of vehicle health mon...
During a typical measurement campaign, lots of temporal and spatial data can be gathered regarding t...
Raj Bridgelall is the program director for the Upper Great Plains Transportation Institute (UGPTI) C...
In order to meet the mounting social and economic demands, railway operators and manufacturers are s...
Emerging wireless sensor networking (WSN) and modern machine learning techniques have encouraged int...
International audiencePublic transport reliability is a highly important factor a ecting passenger s...
Objective: A proof-of-concept analysis was conducted to establish whether link analysis could be app...
An automatic train protection (ATP) system is the core to ensure operation safety of high-speed rail...