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Matteo Vincenzo Rocco
and
Emanuela Colombo
This MOOC provides attendants with fundamental knowledge about the main challenges in modelling the energy transition at both global and regional levels, as well as the industrial ecology instruments to measure the associated impacts.
Read more
This MOOC provides attendants with fundamental knowledge about the main challenges in modelling the energy transition at both global and regional levels, as well as the industrial ecology instruments to measure the associated impacts.
Read more
This MOOC provides attendants with fundamental knowledge about the main challenges in modelling the energy transition at both global and regional levels, as well as the industrial ecology instruments to measure the associated impacts.
The course begins by covering national energy accounting and the definition of a reference energy system, followed by an introduction to modelling for energy planning through linear programming. Participants will be engaged in hands-on practice using Excel. Additionally, scenario analysis principles are provided to help participants wisely discuss the results of practical case studies. Next, the course covers national economic accounting and the use of monetary input-output tables for national and multiregional applications, such as computing carbon footprints. Participants will also learn about Leontief’s production and impact model, which is demonstrated through another Excel-based hands-on session. Lastly, students will be introduced to the use of MARIO, an in-house, Python-based open-source tool for regional and multi-regional impact assessment studies based on Input-Output Analysis.
By the end of the MOOC, participants will acquire a strong foundational knowledge for scientifically approaching the global energy transition; they will be able to understand and interpretate national economic and energy accounting tables, as well as to apply specific tools freely available to plan energy interventions and to assess their impacts.
Register for this course and see more details by visiting:
OpenCourser.com/course/mbdwjb/modelling
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What's inside
Syllabus
Modelling Energy Transition
Measuring the impact of Energy Transition
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Covers significant topics in energy transition, including energy accounting, scenario analysis, and economic modeling
Emphasizes hands-on practice through Excel-based exercises and the use of open-source tools like MARIO
Provides a foundation for understanding the global energy transition and assessing its impacts
Save this course
Save Modelling and measuring the Energy Transition to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Modelling and measuring the Energy Transition with these
activities:
Create a glossary of key terms used in the course
Show steps
Creating a glossary of key terms can help you better understand and remember the course material.
Show steps
-
Review the course syllabus and identify key terms.
-
Create a table or spreadsheet with the key terms and their definitions.
-
Review the glossary regularly to reinforce your understanding of the key terms.
Review national and regional economic accounting concepts
Show steps
National economic and regional economic accounting concepts are used throughout the course.
Show steps
-
Review the course syllabus and identify sections related to economic accounting.
-
Read the assigned readings on national and regional economic accounting.
-
Complete the practice problems and exercises in the readings.
-
Create a summary of the key concepts of national and regional economic accounting.
Review Energy Accounting Principles
Show steps
Review the basics of national energy accounting and reference energy systems to build an understanding of energy transition modeling.
Show steps
-
Read through the course syllabus and identify the sections on energy accounting.
-
Review your notes or previous coursework on energy accounting and reference energy systems.
-
Complete any practice problems or exercises related to energy accounting.
Eight other activities
Expand to see all activities and additional details
Show all 11 activities
Form a study group with other classmates to discuss course material and work on assignments
Show steps
Forming a study group can help you better understand the course material and improve your learning outcomes.
Show steps
-
Introduce yourself to your classmates and find others who are interested in forming a study group.
-
Decide on a meeting time and place for your study group.
-
Create a shared document or online space where you can share notes and resources.
-
Meet regularly to discuss the course material, work on assignments, and quiz each other.
Learn the basics of Input-Output Analysis using MARIO
Show steps
Input-Output Analysis is a key tool used in the course, and MARIO is an open-source tool for performing Input-Output Analysis.
Show steps
-
Review the course syllabus and identify sections related to Input-Output Analysis.
-
Find tutorials and documentation on MARIO online.
-
Complete the tutorials and exercises in the MARIO documentation.
-
Create a small Input-Output model using MARIO.
Modeling Energy Transition Using Excel
Show steps
Practice using Excel to model energy transition, including techniques for scenario analysis and sensitivity analysis.
Browse courses on
Scenario Analysis
Show steps
-
Download the Excel workbook provided in the course materials.
-
Follow the instructions in the workbook to build a simple energy transition model.
-
Try different scenarios and analyze the results to understand the impact of various assumptions on the energy transition.
Develop a plan for a research project on a specific aspect of energy transition
Show steps
Developing a plan for a research project can help you focus your learning and apply the concepts you learn in the course to a real-world problem.
Browse courses on
Energy Transition
Show steps
-
Review the course syllabus and identify potential research topics.
-
Identify a specific aspect of energy transition that you are interested in researching.
-
Develop a research question and hypothesis.
-
Identify the data and methods you will use to conduct your research.
-
Write a research proposal outlining your plan.
Volunteer at an Energy Efficiency or Renewable Energy Organization
Show steps
Gain hands-on experience in the field of energy transition by volunteering at an organization focused on energy efficiency or renewable energy.
Browse courses on
Energy Efficiency
Show steps
-
Search for volunteer opportunities at local energy efficiency or renewable energy organizations.
-
Apply for a volunteer position that aligns with your interests and skills.
-
Attend volunteer training and actively participate in the organization's activities.
Measuring Impacts with Monetary Input-Output Tables
Show steps
Use online tutorials and resources to learn how to use monetary input-output tables for impact assessment, including carbon footprints.
Show steps
-
Search for online tutorials on monetary input-output tables and carbon footprint calculation.
-
Follow the steps in the tutorials to build an input-output table and calculate carbon footprints.
-
Explore different tools and software for input-output analysis, such as the World Input-Output Database (WIOD).
Develop a scenario analysis plan for a specific energy transition policy
Show steps
Scenario analysis is a key tool used in the course for assessing the impacts of energy transition policies.
Browse courses on
Scenario Analysis
Show steps
-
Review the course syllabus and identify sections related to scenario analysis.
-
Develop a list of potential energy transition policies.
-
Identify the key parameters that would be affected by each policy.
-
Develop a set of scenarios for each policy, varying the key parameters.
-
Use MARIO to assess the impacts of each scenario.
-
Write a report summarizing the results of the scenario analysis.
Present on Regional Impact Assessment Using MARIO
Show steps
Create a presentation that explains the use of MARIO for regional impact assessment, showcasing the strengths and limitations of the tool.
Show steps
-
Review the course materials on MARIO and regional impact assessment.
-
Install MARIO and familiarize yourself with its interface.
-
Build a regional impact assessment model using MARIO and present the results.
Create a glossary of key terms used in the course
Show steps
Creating a glossary of key terms can help you better understand and remember the course material.
Show steps
Show steps
Show steps
- Review the course syllabus and identify key terms.
- Create a table or spreadsheet with the key terms and their definitions.
- Review the glossary regularly to reinforce your understanding of the key terms.
Review national and regional economic accounting concepts
Show steps
National economic and regional economic accounting concepts are used throughout the course.
Show steps
Show steps
Show steps
- Review the course syllabus and identify sections related to economic accounting.
- Read the assigned readings on national and regional economic accounting.
- Complete the practice problems and exercises in the readings.
- Create a summary of the key concepts of national and regional economic accounting.
Review Energy Accounting Principles
Show steps
Review the basics of national energy accounting and reference energy systems to build an understanding of energy transition modeling.
Show steps
Show steps
Show steps
- Read through the course syllabus and identify the sections on energy accounting.
- Review your notes or previous coursework on energy accounting and reference energy systems.
- Complete any practice problems or exercises related to energy accounting.
Eight other activities
Expand to see all activities and additional details
Show all 11 activities
Form a study group with other classmates to discuss course material and work on assignments
Show steps
Forming a study group can help you better understand the course material and improve your learning outcomes.
Show steps
Show steps
Show steps
- Introduce yourself to your classmates and find others who are interested in forming a study group.
- Decide on a meeting time and place for your study group.
- Create a shared document or online space where you can share notes and resources.
- Meet regularly to discuss the course material, work on assignments, and quiz each other.
Learn the basics of Input-Output Analysis using MARIO
Show steps
Input-Output Analysis is a key tool used in the course, and MARIO is an open-source tool for performing Input-Output Analysis.
Show steps
Show steps
Show steps
- Review the course syllabus and identify sections related to Input-Output Analysis.
- Find tutorials and documentation on MARIO online.
- Complete the tutorials and exercises in the MARIO documentation.
- Create a small Input-Output model using MARIO.
Modeling Energy Transition Using Excel
Show steps
Practice using Excel to model energy transition, including techniques for scenario analysis and sensitivity analysis.
Browse courses on
Scenario Analysis
Show steps
Show steps
Show steps
- Download the Excel workbook provided in the course materials.
- Follow the instructions in the workbook to build a simple energy transition model.
- Try different scenarios and analyze the results to understand the impact of various assumptions on the energy transition.
Develop a plan for a research project on a specific aspect of energy transition
Show steps
Developing a plan for a research project can help you focus your learning and apply the concepts you learn in the course to a real-world problem.
Browse courses on
Energy Transition
Show steps
Show steps
Show steps
- Review the course syllabus and identify potential research topics.
- Identify a specific aspect of energy transition that you are interested in researching.
- Develop a research question and hypothesis.
- Identify the data and methods you will use to conduct your research.
- Write a research proposal outlining your plan.
Volunteer at an Energy Efficiency or Renewable Energy Organization
Show steps
Gain hands-on experience in the field of energy transition by volunteering at an organization focused on energy efficiency or renewable energy.
Browse courses on
Energy Efficiency
Show steps
Show steps
Show steps
- Search for volunteer opportunities at local energy efficiency or renewable energy organizations.
- Apply for a volunteer position that aligns with your interests and skills.
- Attend volunteer training and actively participate in the organization's activities.
Measuring Impacts with Monetary Input-Output Tables
Show steps
Use online tutorials and resources to learn how to use monetary input-output tables for impact assessment, including carbon footprints.
Show steps
Show steps
Show steps
- Search for online tutorials on monetary input-output tables and carbon footprint calculation.
- Follow the steps in the tutorials to build an input-output table and calculate carbon footprints.
- Explore different tools and software for input-output analysis, such as the World Input-Output Database (WIOD).
Develop a scenario analysis plan for a specific energy transition policy
Show steps
Scenario analysis is a key tool used in the course for assessing the impacts of energy transition policies.
Browse courses on
Scenario Analysis
Show steps
Show steps
Show steps
- Review the course syllabus and identify sections related to scenario analysis.
- Develop a list of potential energy transition policies.
- Identify the key parameters that would be affected by each policy.
- Develop a set of scenarios for each policy, varying the key parameters.
- Use MARIO to assess the impacts of each scenario.
- Write a report summarizing the results of the scenario analysis.
Present on Regional Impact Assessment Using MARIO
Show steps
Create a presentation that explains the use of MARIO for regional impact assessment, showcasing the strengths and limitations of the tool.
Show steps
Show steps
Show steps
- Review the course materials on MARIO and regional impact assessment.
- Install MARIO and familiarize yourself with its interface.
- Build a regional impact assessment model using MARIO and present the results.
Career center
Learners who complete Modelling and measuring the Energy Transition will develop knowledge and skills
that may be useful to these careers:
Energy Analyst
Energy Analyst
Energy Analysts design and use analytical and information technology tools to support research, planning, and decision-making in the energy industry. You can use specialized software to gather and forecast energy data while also evaluating the effectiveness of policies related to energy.
Energy Economist
Energy Economist
Energy Economists apply economic theory and principles to the energy industry to analyze and forecast the supply and demand for energy, as well as to evaluate the impact of government policies on the energy market.
Environmental Analyst
Environmental Analyst
Environmental Analysts apply scientific and technical knowledge to environmental issues and develop solutions to environmental problems.
Environmental Engineer
Environmental Engineer
Environmental Engineers use the principles of engineering, soil science, biology, and chemistry to develop solutions to environmental problems.
Sustainability Analyst
Sustainability Analyst
Sustainability Analysts evaluate the environmental and social performance of organizations and develop strategies to improve sustainability.
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to identify trends and patterns.
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to solve complex problems in a variety of industries.
Financial Analyst
Financial Analyst
Financial Analysts evaluate the financial performance of companies and make recommendations to investors.
Market Research Analyst
Market Research Analyst
Market Research Analysts conduct research to identify and understand the needs of consumers.
Systems Analyst
Systems Analyst
Systems Analysts design and implement computer systems to meet the needs of organizations.
Project Manager
Project Manager
Project Managers plan and execute projects, and ensure that projects are completed on time, within budget, and to the required specifications.
Risk Analyst
Risk Analyst
Risk Analysts identify, assess, and manage risks to organizations.
Statistician
Statistician
Statisticians collect, analyze, and interpret data to provide insights into a variety of issues.
Technical Writer
Technical Writer
Technical Writers create documentation for a variety of audiences, including users, developers, and managers.
Web Developer
Web Developer
Web Developers design and develop websites.
For more career information including salaries, visit:
OpenCourser.com/course/mbdwjb/modelling
Reading list
We've selected six books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Modelling and measuring the Energy Transition.
Save
Provides a comprehensive overview of the energy transition and the challenges and opportunities it presents.
Provides comprehensive technical information about renewable energy sources. It useful reference for understanding the basic principles of renewable energy technologies.
Provides a detailed overview of energy technologies. It covers topics such as fossil fuels, nuclear energy, renewable energy, and energy efficiency.
Save
Provides a comprehensive overview of energy. It covers topics such as the history of energy use, the different forms of energy, and the challenges of the energy transition.
Provides a comprehensive overview of the social and political dimensions of energy. It covers topics such as the history of energy use, the politics of energy policy, and the social impacts of energy transitions.
Provides a long-term perspective on the energy transition. It offers insights into the challenges and opportunities facing the global energy system over the next fifty years.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/mbdwjb/modelling
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Effort
2 weeks, 6hours/week
Level
Introductory
Via
Coursera
Institution
Politecnico di Milano
Instructors
Matteo Vincenzo Rocco
Emanuela Colombo
Language
English
Good to know
Covers significant topics in energy transition, including energy accounting, scenario analysis, and economic modeling
Emphasizes hands-on practice through Excel-based exercises and the use of open-source tools like MARIO
Provides a foundation for understanding the global energy transition and assessing its impacts
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