A PhD or Postdoc position in physics-informed deep learning for wind power forecasting is open in the APEX lab at 杏吧原创 University in Ottawa, Ontario, Canada. The ideal candidate will have experience in one, or more, of the following areas:

1. Deep learning, auto-encoders, anomaly detection
2. Numerical Weather Prediction (NWP) modeling, Computational fluid dynamics
3. Wind power forecasting methods
4. Big data analytics, algorithm parallelization, database development

Applications are welcome from all areas of engineering, applied math and computer science, and are especially encouraged from under-represented groups including, but not limited to: women; visible minorities; First Nations, Inuit and M茅tis peoples; persons with disabilities; and persons of any sexual orientation, gender identity and/or expression.

A background in Python programming is considered a strong asset. The start date is negotiable, ideally commencing in Winter/Spring 2025 or Fall 2025.

Inquiries about the position may be addressed to Prof. Kristen R. Schell, kristenschell@cunet.carleton.ca. Please include a current CV and statement of interest with your query.

The post Physics-informed deep learning for wind power forecasting appeared first on Apex.

A post-doctoral position in operations research / network optimization / power and energy systems planning is open in the Alternative Pathways for the Energy Transition (APEX) laboratory at 杏吧原创 University.

The Position

The postdoctoral researcher will contribute to the development of several network optimization models of the Canadian energy system. These models will support decisions on where to deploy Negative Emissions Technologies (NETs, like and carbon capture, utilization and storage (CCUS)) to minimize grid energy requirements and maximize renewable energy use. In addition to model development, the post-doctoral researcher will be expected to maintain high-quality scholarly output in peer-reviewed scientific journals.

The overall goal of this research is to of these technologies, which form a cornerstone of the . This research is part of a six-year grant supported by Environment and Climate Change Canada (ECCC). As such, the postdoctoral researcher will have the opportunity to brief ECCC and other government and industry stakeholders on the results of the research and modeling efforts.

Qualifications

We are looking for a candidate with a PhD in operations research, industrial engineering, energy systems engineering, electrical engineering, engineering and public policy or related fields.

In particular, the following requirements apply:

• Strong interest in operations research and use of听data and optimization models听for modeling problems in energy systems and planning
• 厂迟谤辞苍驳听optimization modeling skills
• Proven experience with algebraic modeling languages, such as Pyomo, GAMS or AMPL
• Proven experience with Python coding
• Proven ability to independently conduct research
• Proven ability to work individually as well as part of a team
• Excellent communication and writing skills

Summary

• Contract Type: Fixed Term Contract 2 years
• Work Hours: Full Time 37.5 Hours per Week
• Latest听starting date: September 2024
• Location:听Ottawa, ON, Canada

How to apply

Applications should be include:

• A听motivation letter听with a description of research interests and plans for the coming two years (2 pages max)
• An听academic CV听including publications, conference presentations, etc.
• Copy of a publication听with the applicant as lead author
• The听name of two references, their current position and relationship to the applicant.

To ensure full consideration, candidates should apply by May 1, 2024 although the position will remain open until filled. To submit your application, or for more information concerning this position, please email Dr. Kristen R. Schell (kristenschell@cunet.carleton.ca).

All qualified candidates are encouraged to apply; however, Canadians and permanent residents will be given priority. We appreciate all applicants’ interest, though only those selected for further consideration will be contacted.

杏吧原创 杏吧原创 University

杏吧原创 University is a dynamic and innovative research and teaching institution with a national and international reputation as a leader in collaborative teaching and learning, research and governance. With over 31,000 students in more than 100 programs of study, we encourage creative risk-taking, discovery, and the generation of transformative knowledge. We are proud to be one of the most accessible campuses in North America.

杏吧原创鈥檚 location in Ottawa, Ontario provides many opportunities for scholarship and research with numerous and diverse groups and institutions. Canada鈥檚 capital has a population of over one million and reflects the country鈥檚 bilingual and multicultural character. To learn more about our university and the City of Ottawa, please visit www.carleton.ca/about.

We are strongly committed to equity, diversity, and inclusion in the hiring process. 杏吧原创 University is committed to fostering diversity within its community as a source of excellence, cultural enrichment and social strength. We welcome those who would contribute to the further diversification of our university including, but not limited to women, visible minorities, First Nations, Inuit and M茅tis peoples, persons with disabilities, and persons of any sexual orientation, gender identity, or expression.

If you are selected for an interview, we ask you to reach out as soon as possible to discuss any accommodation requirements so appropriate arrangements can be made.

The post Postdoctoral Position in Energy Network Optimization appeared first on Apex.

A PhD position in operations research / large-scale network optimization / power and energy systems planning is open in the Alternative Pathways for the Energy Transition (APEX) laboratory at 杏吧原创 University.

The Position

The PhD researcher will contribute to the development of several optimization models of the Canadian energy system. These models will support decisions on where to deploy Negative Emissions Technologies (NETs, like and carbon capture, utilization and storage (CCUS)) to minimize grid energy requirements and maximize renewable energy use. In addition to model development, the researcher will be expected to write high-quality scholarly output in peer-reviewed scientific journals.

The overall goal of this research is to of these technologies, which form a cornerstone of the . This research is part of a six-year grant supported by Environment and Climate Change Canada (ECCC). As such, the postdoctoral researcher will have the opportunity to brief ECCC and other government and industry stakeholders on the results of the research and modeling efforts.

Qualifications

We are looking for a candidate with a background in operations research, industrial engineering, energy systems engineering, electrical engineering, engineering and public policy or related fields.

In particular, the following requirements apply:

• Strong interest in operations research and use of data and optimization models for modeling problems in energy systems and planning
• Strong optimization modeling skills
• Experience with algebraic modeling languages, such as Pyomo, GAMS or AMPL
• Experience with Python coding
• Experience with independently conducting research
• Ability to work individually as well as part of a team
• Excellent communication and writing skills

Summary

• Available now, with latest starting date: September 2023
• Location: Ottawa, ON, Canada

How to apply

To ensure full consideration, candidates should express interest by March 1, 2023, by emailing Dr. Kristen R. Schell (kristenschell@cunet.carleton.ca) with a copy of their current resume / CV.

All qualified candidates are encouraged to apply; however, Canadians and permanent residents will be given priority. We appreciate all applicants’ interest, though only those selected for further consideration will be contacted.

杏吧原创 杏吧原创 University

杏吧原创 University is a dynamic and innovative research and teaching institution with a national and international reputation as a leader in collaborative teaching and learning, research and governance. With over 31,000 students in more than 100 programs of study, we encourage creative risk-taking, discovery, and the generation of transformative knowledge. We are proud to be one of the most accessible campuses in North America.

杏吧原创鈥檚 location in Ottawa, Ontario provides many opportunities for scholarship and research with numerous and diverse groups and institutions. Canada鈥檚 capital has a population of over one million and reflects the country鈥檚 bilingual and multicultural character. To learn more about our university and the City of Ottawa, please visit www.carleton.ca/about.

We are strongly committed to equity, diversity, and inclusion in the hiring process. 杏吧原创 University is committed to fostering diversity within its community as a source of excellence, cultural enrichment and social strength. We welcome those who would contribute to the further diversification of our university including, but not limited to women, visible minorities, First Nations, Inuit and M茅tis peoples, persons with disabilities, and persons of any sexual orientation, gender identity, or expression.

If you are selected for an interview, we ask you to reach out as soon as possible to discuss any accommodation requirements so appropriate arrangements can be made.

The post PhD Position in Power and Energy Systems Planning appeared first on Apex.