A Bayesian network fault diagnostic system for proton exchange membrane fuel cells

Riascos, Luis Alberto Martínez; Simões, Marcelo Godoy; Miyagi, Paulo Eigi

doi:10.1016/j.jpowsour.2006.12.003

Cited by 65 publications

(33 citation statements)

References 10 publications

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“…Widely applied to industrial automation, Modbus, developed by MODICON, is an open and standard communication protocol [7]. ZigBee is a wireless communication module stipulated by IEEE 802.15.4 and ZigBee Alliance in both the hardware and software aspects, mainly applied to wireless sensor networks, industrial automation, health care, and so forth.…”

Section: The Full Cell Systemmentioning

confidence: 99%

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A PEM Fuel Cell Diagnostic System Using the Extension Theory

Hsieh

Wang

Kuo

2013

International Journal of Distributed Sensor Networks

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Composed of a single proton exchange membrane fuel cell (PEMFC), a sensor module, and a ZigBee wireless communication module, a fault diagnostic system is proposed in this work to monitor the operation of a fuel cell system. Accordingly, such quantities as cell's output voltage, current, operating temperature, and pressures of gases supplied are monitored. Subsequently, an extension matter-element model is built according to malfunctions of the fuel cell system, which are further categorized into 7 types, each with 12 sorts of characteristics. An extension evaluation method is then directly applied to diagnose such fuel cell system. A human machine interface built under LabVIEW 2009 is incorporated in such a way that a fault(s) can be detected and fixed in a timely manner such that the life cycle of such fuel cell system can be extended.

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Section: The Full Cell Systemmentioning

confidence: 99%

“…System exhaust valve failure F 3 System operating temperature lose body heat F 4 Cooling system failure F 5 Oxygen holes to plug F 6 For the hydrogen system failure F 7 Communications system failure ), and = 1, 2, . .…”

Section: The Extension Matter Elementmentioning

confidence: 99%

A PEM Fuel Cell Diagnostic System Using the Extension Theory

Hsieh

Wang

Kuo

2013

International Journal of Distributed Sensor Networks

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“…In Ref. [6], the thermo-dynamical part of the model and the effects of different types of faults are included.…”

Section: The Fuel Cell Modelmentioning

confidence: 99%

On-line fault diagnostic system for proton exchange membrane fuel cells

Riascos

Simões

Miyagi

2008

Journal of Power Sources

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“…Durability issues concerning PEMFC are very complex, due to their multiphysical interactions and some degradation processes are still not fully understood. Some solutions exists to extend the lifetime of a fuel cell system, fault tolerant control or strategies as proposed by the works of Feng et al [2], Jian et al [3], Riascos et al [4] or Marx et al [5]. However, water management is widely considered as a critical point in a PEMFC because of its direct influence on voltage but also, for its long-term influence on performances.…”

Section: Introductionmentioning

confidence: 99%