Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Full Virtualization of Renault's Engine Management Software and
  Application to System Development   Virtualization allows the simulation of automotive ECUs on a Windows PC
executing in closed-loop with a vehicle simulation model. This approach enables
to move certain development tasks from road or test rigs and HiL (Hardware in
the loop) to PCs, where they can often be performed faster and cheaper. Renault
has recently established such a virtualization process for powertrain control
software based on Simulink models. If the number of runnables exceeds a
threshold (about 1500) the execution of the virtual ECU is no longer straight
forward and specific techniques are required. This paper describes the
motivation behind a Simulink model based process, the virtualization process
and applications of the resulting virtual ECUs. Domain: Critical Transportation
Systems Topic: Processes, methods and tools, in particular: virtual engineering
and simulation 1. Motivation Since 2010, Renault has established a framework to
develop engine control software for Diesel and Gasoline engines [6]. The
framework is heavily based on MATLAB/Simulink and the idea of model-based
development, which facilitates the carry-over and carry-across of application
software between software projects. In the Renault EMS architecture software is
composed in to about 20 functions, such as Air System, Combustion etc. A
function consists of modules. A module is the smallest testable software unit
and contains runnables to be scheduled and executed by the Operating System
(Os) of the ECU. The Renault EMS development process includes basically the
following steps [5]. 1. Specification of about 200 generic configurable modules
per ECU using MATLAB/Simulink. 2. Generation of C code (EMS application
software) from all module specifications using MATLAB/Simulink Embedded Coder.
3. MiL (Model in the Loop) test and validation of the resulting executable
specifications at module level in a simulated system environment, considering
only essential interactions with other modules and system environment. This is
essentially a back-to-back test to make sure that the Simulink model of a
module and the corresponding production C code show equivalent and intended
behaviour. To insure software quality, this step is repeatedly performed with
steps 1 and 2, based on the simulation capabilities of MATLAB/Simulink. 4.
Configuration of modules to fit to the specific needs of a software project,
such as absence or presence of certain components. 5. Integration of generated
configured C code and hand-coded platform software (basic software) on supplied
target hardware, a real ECU that communicates with other controllers via CAN
and other busses. 6. Validation and test of all modules on system level using
the real ECU. In contrast to step 3, the interactions of all modules and
interactions with the system environment are visible then and subject to
testing. For example, the Os runs all scheduled runnables then, not just those
of the modules considered to be 'essential' for a module under test. Critical
assessment of the above process shows that there is a considerable delay
between delivery of a set of specifications to the software project team (at
the end of step 3) and system-level tests based on an ECU that runs entire
software (step 6). Typical delays are weeks or months.

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The categories of this paper are: astro-ph
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The categories of this paper are: q-alg
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The categories of this paper are: cmp-lg
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The categories of this paper are: nucl-th
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The categories of this paper are: cond-mat
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The categories of this paper are: acc-phys
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The categories of this paper are: plasm-ph
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The categories of this paper are: eess
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The categories of this paper are: atom-ph
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The categories of this paper are: physics
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The categories of this paper are: hep-lat
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The categories of this paper are: hep-ex
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The categories of this paper are: bayes-an
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The categories of this paper are: hep-ph
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The categories of this paper are: math-ph
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The categories of this paper are: solv-int