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Advanced analytics on energy big data

Advanced analytics on energy big data

Develop new business models and added-value services based on a data science strategy

Upcoming cohorts

Advanced analytics on energy big data

01/04/2019 to 11/05/2019
Online | 6 weeks | 3 hrs per week
120

About this course

Smart meters are vastly spreading worldwide. Together with the IoT revolution, we have an increasing access to massive sets of data - the energy big data. This paradigm is completely shifting current energy systems as more intelligent ways of managing energy have the potential to be developed. However, companies in the energy sector are still far from digitalizing their business model and their services, falling behind other sectors such as banking. Hence, a significant opportunity exists on extracting value from the energy big data and the way to do that is by implementing data science.

This course is designed for any professional in the energy sector that wants to understand the impact of data science in creating added-value services from raw energy-related data. The goal of this course is not to explain how to do data science but rather how to develop, implement and control data science projects in energy businesses. Thus, a high focus will be given to the definition of real-life problems that businesses have been experiencing and how to tackle them with data science.

 

Is this course for you?

This course is targeted at (tech or non-tech) senior operations personnel in energy utilities (DSO, energy suppliers) and industry, graduate students or entrepreneurs in the energy sector.

Basically, any professional in the energy sector that wants to improve the value of her or his company by taking advantage of energy-related data.

How does the course boost your career?

With this course, you will be able to:

  • Explain how data science can bring value and disrupt the energy sector with big data such as data from IoT, end consumers and smart meters.
  • Evaluate the implications, challenges and benefits of implementing data science projects in an energy company.
  • Apply lessons learned from real-life examples of data science applications to energy big data to their own business.
  • Supervise the development and implementation of a data science project, ultimately creating a new value that was not explored before with available data in their energy business.

Teaching methods and materials

 

This course is designed to provide you an interactive architecture to help you grasp the concepts in a direct way with:

  • Videos from experts with high credentials in the field.
  • Self-evaluation simple exercises such as multiple-choices, associations or ‘fill in the blanks’.
  • Simple exercises with calculation tools such as Microsoft Excel® that will help you visualize the impact of the various data science challenges in generating value for an energy business.
  • Real-life experiences of InnoEnergy startups will also be shared and participants will have interactive exercises to understand how these companies are tackling their data-related challenges.
  • Relevant articles that will consolidate your acquired knowledge, helping you sustaining your decisions after the course.
  • A tutor, expert in the field with high credentials, available to support you in any question during the course.

Course experts

Henrique Pombeiro

Co-founder and COO of Watt-is, has a strong background in entrepreneurship and management. He also has strong technical and research competences in energy systems, modelling and consumption behaviour.

Carlos A. Santos Silva

Carlos Silva is a co-founder of WATT-IS since 2012. He holds a degree, a MSc and a PhD in Mechanical Engineering from IST. He also is the author of 30 papers in peer-reviewed international journals in systems modeling and operations research and more than 80 communications in international conferences.

Miguel Carvalho

Currently CEO of Watt-IS, a data analytics company that works on smart metering data with the objective to help energy utilities and ESCO’s to better engage their clients and foster energy efficiency. Development Manager of AGNI INC, supporting the business development activities in several EU countries 

Institutions