Evolving the Data Management Backbone: Binary OSA-CBM and Code Generation for OSA-EAI
نویسندگان
چکیده
Integrated system health monitoring and management (ISHM) is a field of research and development where both academia and industry is highly focused on. Airbus Defence & Space has recognized that simulation is a key capability for developing ISHM technologies and is therefore in the process of developing a comprehensive simulation framework in that area. One significant building block is to invite 1st class technology providers, e.g. Universities and SMIs, to provide innovative technologies and support their integration into the simulation framework. This paper is a joint presentation of Airbus Defence & Space and Linova Software GmbH, an Airbus Defence & Space preferred software provider. The Open System Architecture for Condition-based Maintenance (OSA-CBM) and Open System Architecture for Enterprise Application Integration (OSA-EAI) are complementary reference architectures and represent an emerging standard for application domainindependent asset and condition data management. The architectures address several challenges in building Prognostic Health Management (PHM) systems, which are commonly composed of disparate and distributed hardand software components. Therefore, a common challenge to PHM systems is to be confronted with vast amounts of data which are exchanged over a heterogeneous collection of communication channels. Any such system’s success depends upon an open, uniform, and performance-optimized solution for data management. A solution that includes: data definition, data communication, and data storage. We will follow up on previous work and report on our experiences from implementing our second generation data management backbone based on binary OSA-CBM transmission. We also aim at implementing a fully OSA-EAI compliant database. We confirmed the general feasibility of OSA-CBM and OSA-EAI by previous work. We have now migrated our data management backbone to the current release of OSACBM, which includes a standard binary transportation format. We report on our experience from implementing this format and discuss issues regarding message handling and Meta data overhead. In previous work we used a simplified and stripped-down implementation of OSA-EAI and our current goal was to be fully compliant with the OSA-EAI standard. In order to reach this goal, we have created a code generator which receives OSA-EAI-provided documentation artifacts as input. It produces compileable source code for a Java-based 3-tier OSA-EAI information system. We have identified issues with the OSA-EAI standard regarding completeness and handling, which we discuss, and suggest means for mitigation or enhancements to the standard. To underline the feasibility of our solutions, we provide empirical evidence drawn from our work. The conclusion is a summary of our experience and the direction of future work in the area of PHM system design for aircraft maintenance. In total, our contribution to the community is best seen from a practitioner’s perspective.
منابع مشابه
Data Management Backbone for Embedded and PC-based Systems Using OSA-CBM and OSA-EAI
Cassidian is in the process of developing a comprehensive simulation framework for integrated system health monitoring and management research and development. One significant building block is to invite 1st class technology providers, e.g. Universities and SMIs, to provide innovative technologies and support their integration into the simulation framework. This paper is a joint presentation of...
متن کاملA Framework for next Generation Machinery Monitoring and Diagnostics
A framework for the next generation machinery monitoring and diagnostic systems is being addressed through the OSA-CBM development team. This framework employs the use of an open system architecture standard that uses a distributed software model approach. A distributed software model was selected due to the recent emergence of enabling software technologies and the benefits of the approach. In...
متن کاملEffects of obstructive sleep apnea syndrome on serum aminotransferase levels and insulin resistance
Abstract Bckground: Patients with obstructive sleep apnea (OSA) are at risk of developing the fatty liver as a result of being overweight. Several studies suggest that OSA per se could be a risk factor for liver injury and ischemic hepatitis with OSA. The OSA is an independent risk factor for Insulin resistance. Therefore, we investigated liver enzymes and insulin resistance in patients with O...
متن کاملDistributed embedded condition monitoring systems based on OSA-CBM standard
This paper presents an approach to distributed condition monitoring systems that offers a reusable software architecture for a class of condition monitoring (CM) applications. The focus of this paper deals with an open software framework for development of CM applications stemming from 1) the Open System Architecture for Condition Based Maintenance (OSA-CBM) specification, which is an architect...
متن کاملVentricular-arterial coupling in obstructive sleep apnea.
Arterial elastance (Ea) and systolic elastance are important parameters determining effective functional interaction of heart and vessels. The aims of this study were to (1) compare arterial (arterial elastance index [EaI]) and ventricular (end-systolic elastance [Ees] and end-diastolic elastance [Eed]) elastance in subjects with obstructive sleep apnea (OSA) and patients with treated 'high-ris...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014