Use-case Background ISP Sample Clauses

Use-case Background ISP. 2-4: Customer usage modelling. (Background provided By Volvo CE) This use case is not a real part of project, but must be made visible for setting requirements of future usage of the tools and methods of the project. To mark this, this section has been written in “Italic” letters. The findings of this section are not seen as deliverable, but give background knowledge for future market oriented activities of the consortium partners. In product planning and product development, Volvo CE needs to have a clear view of how the machines are used in different regions and applications and the distribution among applications. This information is used for planning product features and for sizing components and designing systems to achieve high enough fatigue life and good fuel economy. On a higher level, Volvo CE needs to be able to estimate the total cost of ownership for a large set of our customers for a new model range. How much could operator support affect the fuel consumption and how could a new gear shift strategy affect transmission fatigue life, both given how the new machine would be used by our customers. To answer these questions, Volvo CE really needs to measure the machine independent variables, such as road slope, curvature etc. Volvo CE work in parallel projects on how to analyze the signals measured on machines to derive the machine independent variables and how to measure in a cost efficient manner as the measurements will take place on a large part of the machines produced. The data quickly grows large and thus Volvo CE works in parallel projects on also how to compress the information using pattern recognition to divide the data into typical machine operation cycles, where each cycle is characterized with a few attributes and saved rather than saving the sampled time data. Some processing thus needs to be performed locally. Storage and higher level analysis however is performed on a Volvo CE central server. There is no real-time demand in this use case, rather there is a need to empty the measurement buffer regularly on the machines due to limited local storage. In total this will generate a data stream to the server. By and large Volvo CE wants to measure and validate  operator characteristics (to validate operator models) and operators’ influence on performance. Preferred velocity for given outer conditions.  environment (temperature, humidity etc.)  ground surface profile / curvature / stiffness / slope …  position using GPS  properties ...
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