- Comparative study of suitable modelling techniques for the DT application;
- Implementation energy usage estimation and prediction DT using explainable machine learning model;
- Demonstration of DT;
- Report on your work;
- Final presentation of work to the department colleagues.
- You are a master student in a relevant field, for example automotive engineering, machine learning;
- Knowledge in Matlab/Simulink;
- You enjoy developing innovative solutions to technically challenging problems and have the right mix of intellectual curiosity and pragmatism.
-
Generative Ai Scientist
5 dagen geleden
Thermo Fisher Scientific Eindhoven, NederlandThe open position is in our Eindhoven based Rapid Response Team (RRT). The RRT is part of the Data and AI group (D&AI) at Thermo Fisher Scientific. This multi-disciplinary team of focuses unlocking possibilities for the use of Generative AI for our customer products and R&D proce ...
-
Internship: Financial Data Analist/modeller
5 dagen geleden
Philips Eindhoven, Nederland StageSHIP**Job Title**: Internship: Financial Data Analist/Modeller · **Starting Date**: September, 2 2024 · **Duration**: 6-9 months · **Location**: Eindhoven · **Contract**: 40h/week · **This internship is not suitable for thesis.** · **Your role**: · - You will implement new objects in ...
-
Clinical Ai Innovation Lead
1 week geleden
Philips Eindhoven, Nederland**Job Title**: Clinical AI Innovation Lead · **Your role**: · - **Leading Clinical AI Explorations**: Initiate and manage innovation projects together with clinical partners, focused on the new capability development of clinical AI technologies, either organically, or inorganical ...
-
Learning Solution Designer
5 dagen geleden
ASML Eindhoven, Nederland**Introduction to the job**: · ASML is the world's top supplier of lithography systems for the semiconductor industry. Our factories manufacture complex machines that are critical for the production of integrated circuits or chips. To ensure efficient production with mínimal lead ...
-
Financial Analyst
3 dagen geleden
Fluke Eindhoven, NederlandFLUKE RELIABILITY FINANCIAL ANALYST · ABOUT US · JOB SUMMARY · Join the Fluke Reliability Finance team as a Financial & Planning Analyst This role provides experience working with worldwide teams on monthly financial close and forecast processes and deep-dive analyses that suppor ...
-
Learning Support Expert
5 dagen geleden
TU Eindhoven Eindhoven, Nederland**Job description**: · - Are you an enthusiastic education process expert · - and/or IT professional who wants to be challenged every day? At the TU/e, scientists and students continuously create the unthinkable. The strength of the IT landscape is their key to success and, hence ...
-
Contractor
3 dagen geleden
BirlaSoft Eindhoven, Nederland FreelanceCountry/Region: NL- Requisition ID: Work Model: Hybrid- Position Type: Contract- Salary Range: · - Location: NETHERLANDS - EINDHOVEN - DAF**Title**:Contractor**: · - Description: · - **About Birlasoft Ltd.** · Birlasoft combines the power of domain, enterprise, and digital techno ...
-
Phd On "hybrid-photonic Neural Networks On Chip"
5 dagen geleden
TU Eindhoven Eindhoven, Nederland**Job description**: · **Research challenges** · You will be working within the newly granted NWA ORC (Research along Routes by Consortia) "NL-ECO" project. See here for more information: Big consortium starts research into energy-efficient information technology ). Within this e ...
-
Ai Ethics
1 week geleden
Philips Eindhoven, Nederland**Job Title**: AI Ethics & Compliance Lead · As a AI Ethics & Compliance Lead, you will play a critical role in ensuring the ethical development, deployment, and operation of AI systems. This role demands a proactive approach to navigating the complex landscape of compliance stan ...
-
HR Intern
1 week geleden
HERE Technologies Eindhoven, NederlandWhat's the role?: · **Intern Responsibilities & deliverables**: · - Support PMO with execution of global projects such as the new HR HCM system project with specific focus on performance management and compensation · - Support in administrative tasks; for example; setting up (pro ...
-
SAP Me
1 week geleden
Wipro Limited Eindhoven, NederlandEindhoven, Netherlands · - Tech Hiring · **Job Description**: · - Key Responsibilities: · - Requirement Evaluation: Analyze and assess requirements for transformational programs, work with multiple business to create a holistic solution ensuring alignment with business objectives ...
-
Phd On Wellbeing and Justice Implications of
5 dagen geleden
TU Eindhoven Eindhoven, Nederland**Job description**: · Are you fascinated by the question of how we can transition to a circular and sustainable society without creating further damage and injustice? And are you interested in quantifying a range of environmental effects? This PhD project develops improved metho ...
-
Data Steward Enterprise Data Warehouse
5 dagen geleden
DLL Eindhoven, Nederland**Data Steward Enterprise Data Warehouse** · Do you think that sound data management will make the difference between a good and a great company? · As our **Data Steward for DLL's Enterprise Data Warehouse**, you will have a pivotal role in maintaining a reliable and high-quality ...
-
Two Phd Positions On Ultra-reliable Intra-aircraft
1 week geleden
TU Eindhoven Eindhoven, Nederland**Job description**: · At the Advanced Networking Lab and Center for Wireless Technology Eindhoven of the TU/e we have two open PhD positions in the context of the recently granted Advanced Electrical Wiring project. This project, led by Fokker Elmo, is part of the large Dutch Na ...
-
Order Picker
1 week geleden
Huboo Eindhoven, Nederland**Shift: 4 days on/4 days off, ** · **No experience required, training provided** · - Our amazing Operations team at Huboo is responsible for picking, packing and deliver the best customer service. The department is the core of our operations and bring pro-active and energetic is ...
-
Hardware Mechanical Expert Complex Base Engine
1 week geleden
TMC Eindhoven, NederlandEindhovenTechnical pro-active team player with strong communication skills, who is able to develop hardware components for future engines Within the PACCAR Inc. DAF engine & aftertreatment development is the center of competence for development. In our state-of-art testing center ...
-
Business Process and Change Manager Origination
3 dagen geleden
DLL Eindhoven, Nederland**Business Process & Change Owner** · As Business Process and Change Owner you will be part of the Transformation Group EU reporting to the Area Contract Origination. The Transformation Group EU is responsible for the transformation related to process, product and systems in the ...
-
Data Scientist Predictive Maintenance
23 uur geleden
ASML Veldhoven, Nederland**Introduction to the job**: · Data science at ASML is a broad and demanding domain which is positioned on the crossroads of the functional knowledge of our scanners and the data-driven capabilities on our Data and Digital Platform. A data scientist at ASML is often focused on tr ...
-
Software Designer
3 dagen geleden
Philips Best, Nederland**Job Title**: Software Designer - Imaging Chain Cluster · **Software Designer - Imaging Chain Cluster** · Join Philips Healthcare in Best as a Software Designer for the Imaging Chain Cluster, where you'll play a crucial role in designing, realizing, and testing systems for X-ray ...
-
Reparatiemonteur Vve Zuid
3 dagen geleden
Otis Best, NederlandDate Posted: · Country: · Netherlands · **Location**: · OTIS Hallenweg CT Best Netherlands · - If you live in a city, chances are we will give you a lift or play a role in keeping you moving every day.- Otis is the world's leading elevator and escalator manufacturing, installatio ...
Internship | Digital Twin for Vehicle Energy Estimation using Explainable Machine Learning Model - Helmond, Nederland - TNO
Beschrijving
About this position
The world needs powertrains with zero-environmental impact. We create them at TNO Powertrains. Do you want to be a part of this endeavour? Join us at the Automotive Campus in Helmond, and accelerate the energy transition today Among the various research questions being tackled at TNO Powertrains, we are enabling the seamless introduction of commercial electric vehicles (EV's) to comply with the upcoming Zero Emission Zones (ZEZ). To this effect, we analyse the electric energy implications from grid to wheel, research methods to optimize energy usage (such as battery energy storage systems, charge scheduling, energy usage prediction), and apply these methods for the benefit of the society.
What will be your role?
Energy usage prediction of electric vehicles is critical to cost saving in fleet operation as it is essential in optimizing the vehicles in a fleet, fleet scheduling, charge time optimization, minimizing battery degradation, grid-load balancing and more.
Your assignment, should you choose to accept, is to develop a Digital Twin (DT) to accurately estimate and predict the energy usage of EV's. You will explore and compare EV energy usage models such as physics-based models, data-driven models, and explainable machine learning models for use with DT's. The model should capture the effect of factors including temperature, payload, and auxiliary power load on the energy consumption. You will then proceed to implement the Digital Twin and showcase the benefits of using DT's for energy usage estimation and prediction in EV's. The assignment involves the following tasks:
Further details of the assignment are open to discussion and will be determined in consultation with you. The length of the assignment is also to be adjusted according to the needs of your educational institution.
What we expect from you
What you'll get in return
You want to work on the precursor of your career; a work placement gives you an opportunity to take a good look at your prospective future employer. TNO goes a step further. It's not just looking that interests us; you and your knowledge are essential to our innovation. That's why we attach a great deal of value to your personal and professional development. You will, of course, be properly supervised during your work placement and be given the scope for you to get the best out of yourself. Naturally, we provide suitable work placement compensation.