Company DescriptionAs a global TIER 1 supplier for the automotive industry, DENSO develops, produces and sells powertrain components and systems as well as innovative hardware, software and fuel solutions for electric and hybrid vehicles. DENSO's two main pillars, "Peace of Mind" and "Green", are the foundation of new R&D themes. One of One of the main pillars is the Thermal system where DENSO produces refrigerant as well as coolant system components & systems.Job DescriptionAn emerging technology that allows the most efficient control of such a system is based on Model Predictive Control. In order to have a model that represents the system behavior it is essential that this is effectively created for any system configuration and covers the control of the refrigerant and coolant system, which can be over 10 parameters to control. This leads to a complex model and a lot of data is needed to train such a model.PurposeThe objective of the project is to create a methodology to use the existing simulation toolchain as effective as possible to create and validate the predictive models for usage in MPC.Project TargetsActivity #1: Requirement analysisOverview of existing MPC specifications (MPC I/O)Consider modularity of Thermal System (System I/O)Activity #2: Model training worksPerform the predictive Model training by using different methodsValidate the model accuracy and document methodologyQualificationsCurrently enrolled in an engineering study with a focus on automotive engineering (master course w/ Big Data specialization)Experience in using Machine Learning techniques (e.g. LSTM Neural Networks)Good English skills both written and spokenFundamental knowledge of electric vehicles and their powertrainsThermal system (refrigerant) know-howExperience in simulation activities mandatory using MathWorks MATLAB & Simulink (model creation, calibration, validation, and data analytics)Good MS-Office visualization skills are required (especially Excel & PowerPoint for result visualization)Independent problem solving and own task managementCreative and open-minded team-player attitudeAdditional InformationFlextimeDiverse TeamFree parkingFree Coffee, Tea and WaterIt has come to our attention that various individuals have contacted people offering false employment opportunities with DENSO. Such scams are fraudulent and intended to steal from the victims.By making you aware of this, we hope to avoid and ultimately stop victims from falling for this scam. Please do not provide any personal or financial information and do not send any money to anyone you suspect of recruitment fraud.If you are contacted by someone whom you suspect may not be appropriately representing DENSO, please email: (email protected). Please forward the original email that you received that includes the original subject line and complete header information.Do not send CVs or vacancy applications to that email address as it will not be reviewed or considered. If you wish to apply for a job, please submit your application for an open position to