Courses

Explore the critical topic of energy efficiency in this comprehensive Stanford University lecture. Delve into integrative design principles, examine current energy efficiency standards, and analyze their impact on consumer electronics like TVs. Investigate the role of public utilities and financing mechanisms in promoting energy-saving initiatives. Learn about innovative technology designs and demand-side management strategies that contribute to a more sustainable energy future. Gain valuable insights into the challenges and solutions surrounding energy conservation in this informative 73-minute presentation.

Explore the critical role of energy efficiency in resource management through this comprehensive Stanford University lecture. Delve into various energy uses, effective efficiency measures, and the challenges hindering their implementation. Examine policy solutions, including codes and standards, and understand utility efficiency programs. Discover how energy efficiency contributes to decarbonization efforts. Led by Dr. Joel N. Swisher, Director of the Institute for Energy Studies at Western Washington University, this 73-minute presentation offers a thorough overview of energy efficiency as a vital resource in today's world.

This course focuses on the teaching of green building technologies and standards, aiming to equip students with the core concepts and energy-saving techniques of green building design, cultivating their professional skills in the field of green renovation. Through this learning journey, students will play a vital role in energy conservation, emission reduction, and sustainable development within the construction sector. The course revolves around real-world green building examples, employing a project-oriented approach to enable students to gain a profound understanding of the essence of green building design. It also integrates hands-on practice with green building software, allowing students to personally experience the application of modern technology in this field. Furthermore, online interaction sessions with industry experts and instructors are arranged to enhance the practicality and enjoyment of the learning process.The course content encompasses the fundamentals, development history, policy background, and international standards of green buildings. It delves into practical applications such as energy-saving technologies, material selection, and energy management systems. Through case studies, students will learn from successful experiences and lessons. Additionally, software operation instruction will improve students' design efficiency and analytical capabilities.To support learning, the course offers progressive exercises to consolidate knowledge, online interactions for question-answering and knowledge-sharing, and a learning community where students can share insights and collectively promote the development of the green building sector. The course is suitable for architects, engineers, students, and anyone interested in green buildings.With a total of 32 hours, the course adopts a blend of online video lectures and quizzes, allowing for flexible learning. Students can complete assignments and online tests to reinforce their understanding. This course will provide students with comprehensive and in-depth knowledge and skills in green building, paving the way for their future careers.本课程专注于绿色建筑技术与标准的教学，旨在让学生掌握绿色建筑设计的核心理念与节能技术，培养在绿色改造领域的专业技能。通过学习，学生将在建筑节能减排和可持续发展中发挥重要作用。课程以绿色建筑实例为核心，通过项目导向教学，让学生深入理解设计精髓。同时，融入绿色建筑软件实操，让学生亲身体验科技在绿色建筑设计中的应用。此外，设置企业、老师在线互动环节，增强学习的实践性和趣味性。课程涵盖绿色建筑基础、发展历程、政策背景及国内外标准，深入节能技术、材料选择、能源管理系统等实际应用。通过案例分析，学习成功经验与教训。软件操作教学将提升学生设计效率与分析能力。课程提供递进习题巩固知识，在线互动解答疑惑，学习社群分享心得，共同推动绿色建筑领域发展。适合建筑设计师、工程师、学生及绿色建筑爱好者学习。总计32学时，采用线上视频授课与答题结合的方式，灵活学习，课后作业与在线测试巩固所学内容。本课程将为学生提供全面深入的绿色建筑专业知识与技能，助力未来职业生涯。

Explore how to implement, spread, and scale extreme energy efficiency principles in this 2-hour lecture by Amory Lovins, renowned energy expert from Stanford University and co-founder of Rocky Mountain Institute (RMI). Recorded in February 2022, this comprehensive implementation lecture transforms obstacles into opportunities across multiple sectors. Learn about adoption drivers for new technologies, overcome integrative design challenges in buildings, discover policy solutions for mobility, understand utility regulatory reform for electricity, and explore state and local policy approaches. Dive into eight market failures that create business opportunities in energy efficiency and discover methods for creating markets for saved energy. The lecture supports Stanford's mission to spread whole systems thinking for achieving multiple benefits with increasing returns, making energy savings both larger and more cost-effective. Navigate through clearly marked sections covering everything from introduction concepts to practical market creation strategies for sustainable energy futures.

In order to be competitive in the computer science field, it’s imperative to understand the basic building blocks of a modern computer and how they directly impact the speed and efficiency of a program. Whether you work with embedded systems, mobile computer-based systems, or cloud systems, performance and energy efficiency are key drivers of usability and competitiveness of computerized products. In this course, you will learn how to design modern multicore-based computers, and how the design choices you make affect performance and energy consumption. You will explore design principles governing modern microprocessors, such as pipelining and cache memories, as well as methods for determining the impact of your design on execution time and energy efficiency. These skills can make a difference for practicing engineers for the purpose of building highly competitive products. Take, for instance, a smartphone with limited battery capacity. By adding value to end users through new or improved functionality, this can lead to significantly shorter operation time between battery charges, thus utilizing the already limited resources of a smartphone far more efficiently. With this skillset, you can become an expert in computer system performance and energy efficiency - knowledge that is in high demand when designing computerized embedded products. With trends towards IoT (Internet of Things), autonomous systems and mobile computers, such a skillset will be critical in a career in systems engineering. This course is derived from a Chalmers senior undergraduate course in computer system design.

Learn the basics of thermodynamics to explore energy conservation Increasing energy efficiency not only helps individuals and organisations lower operating costs, but it also reduces carbon emissions. On this six-week course from Taipei Medical University, you’ll develop your knowledge of sustainable building and energy-saving technology to understand the importance of energy conservation. You’ll explore the basic laws of thermodynamics before moving onto energy use from different perspectives. Then, you’ll be introduced to practical case studies to help you understand future trends in sustainable building and energy development. Explore different types of energy To help you understand the problems and opportunities arising from energy use, you’ll delve into its different types such as nuclear and renewable. Within this, you’ll explore the relationship between energy consumption and the environment to understand how it is contributing to climate change. Unpack energy efficient building design You’ll explore energy efficiency from a variety of contexts such as how an air conditioning system can have an energy-saving design. You’ll also explore different energy efficient building designs such as sunshades and passive heating. Next, you’ll discover the energy efficiency codes you may need to follow in your country. Uncover the importance of wind energy Finally, you’ll delve into the use of wind energy to understand why we need it, its challenges, and how to make use of wind energy in compact urban areas. You’ll then explore the future emerging technologies in the wind power sector as well as the advantages and disadvantages of wind energy. By the end, you’ll have the knowledge to confidently discuss sustainable building and energy efficient development. This course is designed for anyone interested in sustainable building and energy efficiency. It will particularly benefit those interested in architectural design, energy technology, air conditioning systems, and environmental sustainability.

Explore the groundbreaking concept of integrative design for radical energy efficiency in this 38-minute conference talk presented by Amory Bloch Lovins from the Rocky Mountain Institute at the APS April Meeting 2019 in Denver, CO. Delve into the potential for achieving substantial energy savings through optimizing buildings, vehicles, factories, and equipment as whole systems rather than isolated components. Discover how this approach can lead to energy efficiency gains that are several times larger and more cost-effective than commonly believed. Learn about the possibility of increasing returns in energy efficiency, similar to those driving the renewable electricity revolution. Examine how applying basic physics principles and sound engineering practices can create opportunities to make the world more prosperous, equitable, environmentally friendly, and secure—all while generating significant economic benefits.

This lecture from Stanford University's Extreme Energy Efficiency course explores efficient mobility solutions for light duty vehicles, presented by renowned energy expert Amory Lovins. Discover how integrative design and whole systems thinking can dramatically improve transportation efficiency, particularly for cars and light trucks. The comprehensive presentation covers the history of the oil industry, transportation innovations, efficiency opportunities in US transport, the current inefficiencies of automobiles, and detailed explanations of integrative vehicle design principles. Learn about the significant benefits of ultralighting and electrification in vehicle design, and how optimizing whole systems rather than isolated components can yield multiple benefits while reducing costs. This April 2023 recording features Lovins, a Stanford University lecturer in Civil and Environmental Engineering and Co-founder and Chairman Emeritus of Rocky Mountain Institute (RMI), sharing valuable insights on how to move people and goods efficiently or eliminate unnecessary movement altogether.

Explore the energy efficiency claims of serverless solutions like Knative in this 35-minute conference talk from DevConf.CZ 2024. Delve into the hypothesis that serverless architectures save CPU cycles, RAM consumption, and ultimately energy. Examine real data and measurements collected using tools like Kepler to determine if serverless approaches truly deliver on their promise of resource efficiency. Gain insights into the actual energy consumption of nodes and workloads, and discover whether the assumed benefits of serverless computing are fact or myth. Learn how recent technological advancements enable more accurate testing and observation of energy usage in serverless environments.

Explore the groundbreaking Kepler observability framework for monitoring power consumption in Kubernetes and cloud environments. Discover the importance of energy efficiency in capacity planning, environmental impact, and anomaly detection. Learn about Kepler's innovative methodologies, including data collection via eBPF and machine learning approximations for power consumption. Gain insights into real-world adoption of Kepler and witness a live demo of power monitoring using Kubernetes, Prometheus, and Grafana. Delve into Kepler's application on Edge devices and its integration with OpenTelemetry for centralized dashboarding. Get a sneak peek at PEAKS, an upcoming power and energy-aware Kubernetes Scheduler built on the Kepler Observability Framework.

Explore sustainable AI solutions in this 21-minute webinar featuring insights from industry and academia. Delve into the challenges of complex AI and machine learning systems that demand substantial data and energy resources. Discover key strategies for enhancing energy efficiency and optimization to achieve greater sustainability in AI applications. Learn from experts as they discuss smart and innovative approaches to developing environmentally conscious AI methods and solutions, addressing the complexities of modern AI systems.

Explore sustainable AI solutions in this 17-minute webinar featuring insights from industry expert Frédéric Parienté of NVIDIA. Gain understanding of the challenges posed by complex AI and machine learning systems, including high data and energy requirements. Discover key strategies for improving energy efficiency and optimization in AI, crucial for achieving greater sustainability. Learn from both industry and academic perspectives on developing smart and sustainable AI methods and solutions to address the growing complexity of these systems.

Explore the critical role of building energy efficiency in addressing environmental challenges and resource constraints in this Stanford webinar. Discover how buildings, consuming over 40% of global energy, present opportunities for transformative change in sustainability efforts. Gain insights from Stanford experts Dian Grueneich, Stephen Comello, and William Chueh on leading transformation within the building energy efficiency ecosystem. Analyze projects using four key elements, contextualize efforts in a global landscape, incorporate data-driven insights, and identify opportunities across the field. Benefit from a comprehensive overview covering energy innovations, intelligent efficiency, building decarbonization, energy service agreements, and international perspectives. Delve into topics such as the energy-water nexus, non-energy benefits, and the application of machine learning in intelligent buildings. Ideal for energy industry professionals, policymakers, facility managers, and those in architecture, construction, and real estate, this webinar equips you with a holistic approach to create a future of better energy management and sustainability.

Explore the methodology of integrative design and whole systems thinking in this comprehensive lecture by Amory Lovins, renowned expert from Stanford University and co-founder of Rocky Mountain Institute. Discover how integrative design principles can achieve extreme energy and resource efficiency across economic sectors. The 59-minute presentation covers crucial topics including the global energy landscape, the transition from fuel commodities to energy technologies, supply and end-use efficiency, and the fundamental pillars of integrative design. Learn how optimizing whole systems for multiple benefits can yield significantly larger savings at lower costs, often with increasing returns. The lecture includes illuminating parables demonstrating systems thinking through real-world examples from Borneo and Yellowstone National Park. Access additional free resources through Stanford's Extreme Energy Efficiency Learning Hub to apply these concepts in various contexts.

Watch a 25-minute NANOG conference talk exploring an innovative power management portal designed to optimize network power consumption during off-peak hours. Learn how network operators can reduce power consumption while maintaining service quality through strategic component management. Discover the portal's key features including network status monitoring, power utilization tracking, and efficiency reporting. Understand the current challenges of networks consuming similar power levels during both peak and off-peak times, and explore proposed solutions for dynamically powering router components based on demand. Join Distinguished Engineer Ron Bonica from Juniper Networks as he presents this work-in-progress project and invites collaboration from fellow innovators. Gain insights into power states, security considerations, and practical implementation strategies for more sustainable network operations.

Explore the challenges and solutions for sustainable AI in this insightful 18-minute webinar presented by Simo Särkkä from Aalto University. Delve into the complexities of current AI and machine learning systems, examining their high data and energy requirements. Learn about the importance of energy efficiency and optimization in achieving more sustainable AI solutions. Gain valuable perspectives from both industry experts and academics as they share their knowledge on smart and eco-friendly AI methods. Discover how the field is addressing the intricate task of balancing advanced AI capabilities with environmental responsibility.

Explore sustainable AI solutions in this 18-minute webinar featuring insights from industry and academia. Delve into the challenges of energy efficiency and optimization in complex AI and machine learning systems that demand substantial data and energy resources. Gain valuable perspectives on smart and sustainable AI methods as experts discuss strategies to enhance sustainability in artificial intelligence. Learn about the intricate balance between system complexity and achieving higher levels of sustainability in AI solutions.

Watch a 16-minute conference talk from code::dive where senior program manager Jacek Góra explores innovative solutions for reducing energy consumption in telecom infrastructure. Learn about a cutting-edge project that optimizes network energy usage through real-time software adaptations while maintaining high-speed connectivity performance. Discover how existing hardware can be enhanced with seamless integrations to unlock energy-saving potential, and understand the scalability of these solutions for nationwide implementation. Drawing from over 15 years of R&D experience, Góra shares insights on balancing technological advancement with environmental sustainability through a project supported by European Structural Funds, demonstrating how telecom operators can meet growing connectivity demands while reducing their environmental impact.

Explore advanced automation techniques and patterns for optimizing platform engineering in this 15-minute conference talk. Discover how to streamline cloud workflows using Backstage, leveraging the power of abstraction and flexible pipelines for improved orchestration. Learn from Zahi Ben Shabat and Jim McVea as they delve into building processes and workflows that provide control to both application developers and platform engineers. Using AWS cloud and GitLab pipelines as concrete examples, gain insights into CI/CD integration, infrastructure provisioning, and other strategies to enhance efficiency, reduce errors, and accelerate time-to-market for applications. Uncover the potential of automation in platform engineering to create flexible solutions that drive productivity and innovation.

Explore how energy is utilized in buildings through this concise educational video covering embodied and operational decarbonization strategies, efficiency improvements, electrification processes, and renewable energy integration. Learn about the fundamental concepts of building energy consumption and discover practical approaches to reducing carbon footprints in the built environment. Examine the distinction between embodied energy (energy used in construction materials and processes) and operational energy (energy consumed during building use), while understanding how both contribute to overall environmental impact. Discover efficiency measures that can significantly reduce energy consumption, explore electrification strategies for transitioning away from fossil fuels, and understand how renewable energy sources can be integrated into building systems. Gain insights from Diana Gragg, Core Lecturer in Civil and Environmental Engineering and Explore Energy Managing Director at Stanford's Precourt Institute for Energy, who presents complex energy concepts in an accessible format designed to build energy literacy for addressing climate change and sustainability challenges.