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Philippe Drobinski, Alexandre Stegner, Jordi Badosa, and Alexis Tantet

The development of hydro, wind and solar power is growing strongly with as one objective to limit and reduce greenhouse gas emissions. All these renewable energies are intermittent with more or less strong variability. This course provides the basis for estimating the resource of these different modes of production and understanding the physical causes of intermittency and seasonal variability. The different modes of electricity production are detailed as well as the sensitivity induced by meteorological variations. Short and medium term forecast becomes a fundamental issue in the development of these renewable energies and in their integration to the electricity network. We therefore present the methods and tools used for a reliable forecast of the electricity production of hydro, wind and solar power plants.

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The development of hydro, wind and solar power is growing strongly with as one objective to limit and reduce greenhouse gas emissions. All these renewable energies are intermittent with more or less strong variability. This course provides the basis for estimating the resource of these different modes of production and understanding the physical causes of intermittency and seasonal variability. The different modes of electricity production are detailed as well as the sensitivity induced by meteorological variations. Short and medium term forecast becomes a fundamental issue in the development of these renewable energies and in their integration to the electricity network. We therefore present the methods and tools used for a reliable forecast of the electricity production of hydro, wind and solar power plants.

This MOOC has been supported by Ecole Polytechnique and was developed in the frame of the Energy4Climate Interdisciplinary Center of Institut Polytechnique de Paris in collaboration with Ecole des Ponts

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What's inside

Syllabus

Basics on climate, energy and meteorology
This module provides some basic knowledge on energy and meteorology.
Hydro and fluvial power
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Wind power
Solar Power
Renewable energy integration and forecasting

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Suitable for intermediate or advanced learners who are familiar with physical principles
Especially beneficial for students in energy and engineering fields
Taught by experienced instructors who are recognized for their work in renewable energy
Covers a comprehensive range of topics, from basic principles to advanced forecasting
Helps learners develop a strong understanding of the challenges and opportunities in renewable energy

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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 Hydro, Wind & Solar power: Resources, Variability & Forecast with these activities:
Summarize Hydroelectric Power Generation
Improve preconceptions about the principles of hydroelectric power generation before the course begins
Browse courses on Hydropower
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  • Establish Fundamental Vocabulary
  • Describe the Mechanics of Hydropower Generation
  • Provide Real-World Examples
Wind Power Calculations
Solidify the numerical aspects and practical insights of wind turbine design during the course
Browse courses on Wind Power
Show steps
  • Estimate Turbine Output Power
  • Calculate Rotor Force and Torque
  • Investigate Blade Aerodynamics
  • Assess Wind Shear and Turbine Performance
Forecast Hydropower Production
Complement the course's renewable energy integration topic with practical forecasting skills
Browse courses on Machine Learning
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  • Explore Hydropower Forecasting Techniques
  • Utilize Time Series Analysis
  • Apply Regression Models
  • Evaluate Model Performance
Four other activities
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Show all seven activities
Wind Turbine Case Study Discussion
Foster collaborative learning and enhance understanding of wind turbine operation
Browse courses on Wind Power
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  • Review Case Study Material
  • Participate in Group Discussions
  • Present Findings and Recommendations
Solar Panel System Design Workshop
Equip students with practical knowledge in solar panel installation and optimization
Browse courses on Solar Power
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  • Learn System Components and Electrical Wiring
  • Perform Site Assessment and Panel Sizing
  • Install, Commission, and Test the System
Renewable Energy Glossary
Establish a strong foundation in renewable energy terminology for future endeavors
Browse courses on Renewable Energy
Show steps
  • Define Key Terms and Concepts
  • Provide Contextual Examples
  • Incorporate Visual Aids and Figures
  • Create a Comprehensive Glossary
Contribute to Renewable Energy Research Projects
Enhance understanding and stay abreast of the latest advancements in renewable energy
Browse courses on Renewable Energy
Show steps
  • Identify Open Source Projects
  • Contribute to Documentation and Code
  • Collaborate with the Developer Community
  • Share Findings and Contributions

Career center

Learners who complete Hydro, Wind & Solar power: Resources, Variability & Forecast will develop knowledge and skills that may be useful to these careers:
Renewable Energy Engineer
Renewable Energy Engineers design, install, and maintain renewable energy systems, such as solar and wind farms. They work with electrical systems, mechanical components, and civil engineering. Taking this course will help Renewable Energy Engineers build a foundation in the science of renewable energy, and help them understand the factors that affect renewable energy generation, such as weather and climate. This course may be particularly useful for Renewable Energy Engineers who are interested in moving into management roles or other advanced positions.
Wind Turbine Technician
Wind Turbine Technicians install, maintain, and repair wind turbines, ensuring that they are operating safely and efficiently. They work with electrical systems, hydraulics, and mechanical components. Taking this course will help Wind Turbine Technicians build a foundation in the science behind wind energy, and help them understand the factors that affect wind power generation, such as weather and climate. This course may be particularly useful for Wind Turbine Technicians who are interested in moving into management roles or other advanced positions.
Solar Panel Installer
Solar Panel Installers design, install, and maintain solar panel systems for residential, commercial, and industrial buildings. They work with electrical systems, roofing, and building codes. Taking this course will help Solar Panel Installers gain a deeper understanding of the science behind solar power, and help them understand the factors that affect solar power generation, such as weather and climate. This course may be particularly useful for Solar Panel Installers who are interested in moving into management roles or other advanced positions.
Energy Policy Analyst
Energy Policy Analysts develop and implement policies to ensure a secure and affordable supply of energy. They work with governments, businesses, and other organizations. Taking this course will help Energy Policy Analysts build a foundation in the science of energy and climate, and help them understand the factors that affect energy policy. This course may be particularly useful for Energy Policy Analysts who are interested in moving into management roles or other advanced positions.
Meteorologist
Meteorologists study the atmosphere, weather, and climate. They collect and analyze data to make forecasts and to provide warnings about severe weather events. Taking this course will help Meteorologists build a foundation in the science of meteorology, and help them understand the factors that affect weather and climate. This course may be particularly useful for Meteorologists who are interested in moving into management roles or other advanced positions.
Climate Scientist
Climate Scientists study the climate system, including the atmosphere, oceans, and land. They work to understand the causes and effects of climate change. Taking this course will help Climate Scientists build a foundation in the science of climate, and help them understand the factors that affect climate change. This course may be particularly useful for Climate Scientists who are interested in moving into management roles or other advanced positions.
Energy Economist
Energy Economists study the economics of energy, including the supply, demand, and pricing of energy. They work with governments, businesses, and other organizations. Taking this course will help Energy Economists build a foundation in the science of energy, and help them understand the factors that affect energy economics. This course may be particularly useful for Energy Economists who are interested in moving into management roles or other advanced positions.
Environmental Engineer
Environmental Engineers design and implement solutions to environmental problems, such as pollution and waste management. They work with businesses, governments, and other organizations. Taking this course will help Environmental Engineers build a foundation in the science of environmental engineering, and help them understand the factors that affect environmental engineering. This course may be particularly useful for Environmental Engineers who are interested in moving into management roles or other advanced positions.
Environmental Scientist
Environmental Scientists study the environment and its components, including air, water, and land. They work to protect the environment and to mitigate the effects of human activity on the planet. Taking this course will help Environmental Scientists build a foundation in the science of climate and energy, and help them understand the factors that affect the environment. This course may be particularly useful for Environmental Scientists who are interested in moving into management roles or other advanced positions.
Sustainability Consultant
Sustainability Consultants help organizations to reduce their environmental impact and to improve their sustainability. They work with businesses, governments, and other organizations. Taking this course will help Sustainability Consultants build a foundation in the science of sustainability, and help them understand the factors that affect sustainability. This course may be particularly useful for Sustainability Consultants who are interested in moving into management roles or other advanced positions.
Hydrologist
A Hydrologist researches and studies water resources, using the scientific method to gain knowledge about how water moves throughout the planet, including the atmosphere and the Earth's crust. They consider many different variables in their work, including the effects of climate change as well as the impact of human activity on local water sources and water tables. Taking this course can give Hydrologists a more thorough understanding of important concepts such as meteorology, energy, and climate. These concepts play an important role in their work. This course may help prepare a Hydrologist for advanced roles in the field, such as researcher, water policy advisor, or even a hydrogeologist.
Atmospheric Scientist
Atmospheric Scientists study the atmosphere, including its composition, structure, and dynamics. They work with air, water, and climate models. Taking this course will help Atmospheric Scientists build a foundation in the science of atmospheric science, and help them understand the factors that affect the atmosphere. This course may be particularly useful for Atmospheric Scientists who are interested in moving into management roles or other advanced positions.
Oceanographer
Oceanographers study the oceans, including their physical, chemical, and biological properties. They work with water, sediment, and marine organisms. Taking this course will help Oceanographers build a foundation in the science of oceanography, and help them understand the factors that affect the oceans. This course may be particularly useful for Oceanographers who are interested in moving into management roles or other advanced positions.
Geophysicist
Geophysicists study the Earth's physical properties, such as its gravity, magnetism, and heat flow. They work with rocks, minerals, and fossils. Taking this course will help Geophysicists build a foundation in the science of geophysics, and help them understand the factors that affect the Earth's physical properties. This course may be particularly useful for Geophysicists who are interested in moving into management roles or other advanced positions.
Geologist
Geologists study the Earth's structure, composition, and history. They work with rocks, minerals, and fossils. Taking this course will help Geologists build a foundation in the science of geology, and help them understand the factors that affect the Earth's structure, composition, and history. This course may be particularly useful for Geologists who are interested in moving into management roles or other advanced positions.

Reading list

We've selected nine 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 Hydro, Wind & Solar power: Resources, Variability & Forecast.
Provides a comprehensive overview of renewable energy integration and forecasting, covering everything from the challenges of integrating renewable energy into the grid to the methods used to forecast renewable energy production.
Comprehensive reference on wind energy, covering topics such as wind turbine technology, wind farm design, and wind energy economics. It valuable resource for students and professionals in the field of wind energy.
This handbook provides a comprehensive overview of solar energy, covering everything from solar radiation to solar thermal and photovoltaic systems.
Provides a comprehensive overview of power system analysis and design, covering topics such as power flow, stability, and protection. It valuable resource for students and professionals in the field of power engineering.
Provides a comprehensive overview of renewable energy sources and applications, covering topics such as solar energy, wind energy, and hydropower. It valuable resource for students and professionals in the field of renewable energy.
Provides a comprehensive overview of wind power generation and wind turbine design, covering everything from the basics of wind turbine technology to the design and operation of wind farms.
Provides a comprehensive overview of meteorology for wind energy, covering topics such as wind resource assessment, wind turbine siting, and wind energy forecasting. It valuable resource for students and professionals in the field of wind energy.
Provides a comprehensive overview of wind turbine technology, covering everything from the basics of wind turbine design to the operation and maintenance of wind turbines.

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