Multi-sensor data fusion using support vector machine for motor fault detection

TP Banerjee, S Das - Information Sciences, 2012 - Elsevier
Motor fault diagnosis in dynamic condition is a typical multi-sensor data fusion problem. It
involves the use of information collected from multiple sensors, such as vibration, sound …

Interval data fusion with preference aggregation

SV Muravyov, LI Khudonogova, EY Emelyanova - Measurement, 2018 - Elsevier
It is proposed in the paper the interval data fusion procedure intended for determination of
an interval to be consistent with maximal number of given initial intervals (not necessary …

A hybrid intelligent system for fault detection and sensor fusion

MAK Jaradat, R Langari - Applied Soft Computing, 2009 - Elsevier
In this paper, an efficient new hybrid approach for multiple sensor fusion and fault detection
is proposed, addressing the problem with multiple faults, which is based on conventional …

Fuzzy validation and fusion for wireless sensor networks

YJ Wen, AM Agogino, K Goebel - ASME …, 2004 - asmedigitalcollection.asme.org
Miniaturized, distributed, networked sensors—called motes—promise to be smaller, less
expensive and more versatile than other sensing alternatives. While these motes may have …

A multi-sensor data fusion navigation system for an unmanned surface vehicle

T Xu, R Sutton, S Sharma - … M: Journal of Engineering for the …, 2007 - journals.sagepub.com
Worldwide there is an increasing interest in the development of unmanned surface vehicles
(USVs). In order for such vehicles to undertake missions, they require accurate, robust, and …

A fault tolerant multi-sensor navigation system for an unmanned surface vehicle

T Xu, J Chudley, R Sutton - IFAC Proceedings Volumes, 2006 - Elsevier
This paper describes the development of an intelligent multi-sensor data fusion (MSDF)
system with fault tolerance for an unmanned surface vehicle (USV). A fuzzy logic adaptive …

A protocol for processing interfered data in facility sensor networks

W Jeong, HS Ko, H Lim, SY Nof - The International Journal of Advanced …, 2013 - Springer
Wireless sensor networks (WSNs) have recently extended application areas to numerous
sectors such as industrial automation, military applications, transportation systems, building …

[PDF][PDF] Fuzzy Sensor Validation and Fusion for Gas Turbine Power Plants

K Goebel, A Agogino - Technical Information series, 2001 - best.berkeley.edu
This paper introduces a fuzzy sensor validation and fusion methodology and applies it to
sensor data from a gas turbine power plant. The FUSVAF (Fuzzy Sensor Validation and …

Benefits of decision support using soft computing

W Cheetham, K Goebel, P Bonissone - Applied Decision Support with Soft …, 2003 - Springer
Soft Computing allowed developers at General Electric to maximize the benefits and
minimize the costs of the Decision Support Systems they have created. Soft Computing …

[引用][C] A hybrid system for fault detection and sensor fusion based on fuzzy clustering and artificial immune systems

MAKR Jaradat - 2007 - Texas A&M University