SgurrEnergy India was incorporated in 2007 to provide technical advisory and engineering services for solar power projects globally. SgurrEnergy's experienced analysis team is capable of modelling battery energy storage systems in conjunction
with other variable energy resources such as wind and solar. storage analysis division uses state of art technology and software packages in performing stationary storage analysis.
Bifacial PV modules can generate energy from the front and rear side of a PV module. Unlike mono-facial modules, the rear
side of bifacial modules is lined with cells to capture reflected and diffused irradiation. The nameplate power of the
rear side of the modules is however less than the front side.
https://www.sgurrenergy.com/
Solar photovoltaic (PV) modules are secured on mounting structures that provide structural support and keep them
oriented in direction that allows them to receive maximum sunlight. the tilt angle is optimized for site condition
of the given location. In India, most of these systems are fixed tilt(FT) systems that do not move. however, PV panels
can be mounted on tracker systems that move throughout the day to keep the PV panels oriented toward the sun and the
optimal angle for productivity.
Solar PV power plant are often considered to be simple construction project, but the reality is that essential methodology
and implementation techniques are often ignored because of delays starting the project or the need to meet the commercial operational date (COD) deadline in the power purchase agreement(PPA)
Power Plant Controller-Putting the Power back into the hands of the DeveloperSgurrEnergy Pvt. Ltd.
A system that provides the ability to control different parameters in a solar PV plant to achieve utility grid requirements is now necessary for grid stability.
The power plant should be able to maintain its performance even with voltage variation subject to availability of solar insolation data.
Power plant controller(PPC) is a reliable and flexible solution that can control different parameters present in Solar PV plant to achieve Utility grid requirements at POI(Point of interconnection). Power Plant Controller assurances
PV system developer's maximum yields and contributes to the stability of public utility grids.
Importance of Eccentric Wind Loading on Monopitch Module Mounting StructuresSgurrEnergy Pvt. Ltd.
This document discusses wind load design for solar panel mounting structures. It summarizes that current practice assumes uniform wind load distribution, but codes require eccentric distribution with the center of pressure 0.3w from the windward edge. A case study demonstrates that uniform distribution leads to deflections up to 3 times higher than allowed and member stresses over capacity. Proper eccentric distribution per codes increases material usage by 22% but ensures structural integrity for the 25-year design life. The document concludes by recommending eccentric load distribution per Indian codes for accurate mounting structure design.
SgurrEnergy has a team of specialist engineers, highly experienced at conducting flood risk assessment for several
project across the globe in various geographies, we are able to design storm water drainage for the most complex topographies whilst also providing remedial measures for the same.
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Bifacial PV modules can generate energy from the front and rear side of a PV module. Unlike mono-facial modules, the rear
side of bifacial modules is lined with cells to capture reflected and diffused irradiation. The nameplate power of the
rear side of the modules is however less than the front side.
https://www.sgurrenergy.com/
Solar photovoltaic (PV) modules are secured on mounting structures that provide structural support and keep them
oriented in direction that allows them to receive maximum sunlight. the tilt angle is optimized for site condition
of the given location. In India, most of these systems are fixed tilt(FT) systems that do not move. however, PV panels
can be mounted on tracker systems that move throughout the day to keep the PV panels oriented toward the sun and the
optimal angle for productivity.
Solar PV power plant are often considered to be simple construction project, but the reality is that essential methodology
and implementation techniques are often ignored because of delays starting the project or the need to meet the commercial operational date (COD) deadline in the power purchase agreement(PPA)
Power Plant Controller-Putting the Power back into the hands of the DeveloperSgurrEnergy Pvt. Ltd.
A system that provides the ability to control different parameters in a solar PV plant to achieve utility grid requirements is now necessary for grid stability.
The power plant should be able to maintain its performance even with voltage variation subject to availability of solar insolation data.
Power plant controller(PPC) is a reliable and flexible solution that can control different parameters present in Solar PV plant to achieve Utility grid requirements at POI(Point of interconnection). Power Plant Controller assurances
PV system developer's maximum yields and contributes to the stability of public utility grids.
Importance of Eccentric Wind Loading on Monopitch Module Mounting StructuresSgurrEnergy Pvt. Ltd.
This document discusses wind load design for solar panel mounting structures. It summarizes that current practice assumes uniform wind load distribution, but codes require eccentric distribution with the center of pressure 0.3w from the windward edge. A case study demonstrates that uniform distribution leads to deflections up to 3 times higher than allowed and member stresses over capacity. Proper eccentric distribution per codes increases material usage by 22% but ensures structural integrity for the 25-year design life. The document concludes by recommending eccentric load distribution per Indian codes for accurate mounting structure design.
SgurrEnergy has a team of specialist engineers, highly experienced at conducting flood risk assessment for several
project across the globe in various geographies, we are able to design storm water drainage for the most complex topographies whilst also providing remedial measures for the same.
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Content Methodology: A Best Practices Report (Webinar)contently
This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.
How to Prepare For a Successful Job Search for 2024Albert Qian
The document provides guidance on preparing a job search for 2024. It discusses the state of the job market, focusing on growth in AI and healthcare but also continued layoffs. It recommends figuring out what you want to do by researching interests and skills, then conducting informational interviews. The job search should involve building a personal brand on LinkedIn, actively applying to jobs, tailoring resumes and interviews, maintaining job hunting as a habit, and continuing self-improvement. Once hired, the document advises setting new goals and keeping skills and networking active in case of future opportunities.
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59
Key takeaways:
• Learn how to use ChatGPT to add AI power to your testing and test automation
• Understand the limitations of the technology and where human expertise is crucial
• Gain insight into different AI-based tools
• Adopt AI-based tools to stay relevant and optimize work for developers and testers
* ChatGPT and OpenAI belong to OpenAI, L.L.C.
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Content Methodology: A Best Practices Report (Webinar)contently
This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.
How to Prepare For a Successful Job Search for 2024Albert Qian
The document provides guidance on preparing a job search for 2024. It discusses the state of the job market, focusing on growth in AI and healthcare but also continued layoffs. It recommends figuring out what you want to do by researching interests and skills, then conducting informational interviews. The job search should involve building a personal brand on LinkedIn, actively applying to jobs, tailoring resumes and interviews, maintaining job hunting as a habit, and continuing self-improvement. Once hired, the document advises setting new goals and keeping skills and networking active in case of future opportunities.
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59
Key takeaways:
• Learn how to use ChatGPT to add AI power to your testing and test automation
• Understand the limitations of the technology and where human expertise is crucial
• Gain insight into different AI-based tools
• Adopt AI-based tools to stay relevant and optimize work for developers and testers
* ChatGPT and OpenAI belong to OpenAI, L.L.C.
Battery Energy Storage, Technology and Applications
1.
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1 Introduction – Energy Storage
Collecting energy produced at a specific time interval to consume at pre-defined time
periods is known as energy storage and its corresponding system, Energy Storage System
(ESS); although the term is analogous to batteries or a Battery Energy Storage System
(BESS), the definition can be used to understand the objective of batteries. Energy storage
also involves energy conversion from an electrical power source to a physical form, such
as thermal, gravitational, or chemical energy, which is further converted to electrical
energy for consumption, again, at pre-defined time periods. The objective of this article to
explore various energy storage technologies, especially BESS and its applications in
electrical power systems.
The primary objectives of increased usage of energy storage in large scale grids and off-
grid electrical networks is summarised in the following:
– Storing and dispatching electrical energy at higher response rates to balance
supply and demand.
– Improving grid resiliency by providing ancillary support such as voltage/frequency
regulation, spinning reserves and black-start services.
– Stabilizing intermittent power from Variable Renewable Energy Sources (VREs).
Major energy storage technologies are classified in Table 1-1 and further described briefly
in Table 1-1.
Figure 1-1: Major Energy Storage Technologies
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Table 1-1: Brief Description of Energy Storage Technologies
Storage Type Description
Electrical A component in which electrical energy is stored in an electric field is
called a capacitor; whereas, if the energy is stored in a magnetic field
the component becomes a super conductor magnetic energy storage
device. These are used in applications where high discharge rates for
smaller durations are required.
Super-capacitor and super-conductor based energy storage systems
have a power range 0 – 0.3MW and 0 – 10MW, respectively. Although
these technologies are not commercially viable for large scale energy
storage and are continually undergoing further research for
commercialisation, research suggests that these will follow suit of
electro-chemical battery storage, especially for grid ancillary services
such as voltage/frequency regulation and in the EV charging segment.
Electro-Chemical Electro-chemical devices incorporate cells that undergo chemical
reactions resulting in conversion of chemical energy into electrical
energy. The word “storage” is analogous to electro-chemical batteries
due to their extensive use in powering handheld devices such as
flashlights, laptops, mobile phones to high energy consumption
applications such as electric cars and residential/commercial energy
back up.
Batteries allow seamless charging and discharging through an electric
current, which makes it easy for integration with the electric
consumables. Battery storage capacities vary from a few watts to multi-
MWh capacities owing to their ease in electrical connectivity. This
article focuses towards understanding various battery storage
technologies and their applications in large scale energy storage.
Mechanical As opposed to electro-chemical storage systems, physical elements
such as heat, water or air is used to store energy which is further
converted to electrical energy with the use of complex machinery
involving compressors, turbines, and generators for end consumption.
Most common mechanical storage technologies include flywheels and
pumped hydro storage systems.
Chemical Chemical energy storage involves storing energy chemically through an
energy rich gas such as hydrogen or methane. Electrical current is
passed through a chemical solution to produce hydrogen/methane
which can be fed through a natural gas pipe network for use at
predefined time periods. The gas is then fed to turbines coupled with
generators which produce electrical energy for further consumption.
In addition to BESS, hydrogen based chemical storage is gaining swift
acceptance in large scale energy storage due to negligible degradation
and thermal power plant like performance.
Technology wise performance characteristics is tabulated in Table 1-2.
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Table 1-2: Performance Characteristics of Major Energy Storage Technologies1
Technology Market Maturity Efficiency
Response
Time
Lifetim
e
Charge
Time
Discharge
Time
Environmental
Impact
Super-
Capacitors
In Development 90-95% ms 20+ s-hr ms-1hr None
Super-
Conductor
Magnetic
Storage
In Development 95-98% <100ms 20+ min-hr ms-8s Moderate
Pumped
Hydro-
Storage
Mature 75-85% sec-mins 40-60
hr-
months
1-24hrs Large
Compressed
Air Storage
Mature 70-89% mins 20-40
hr-
months
1-24hrs Large
Flywheels
Semi-
Commercialised
93-95% ms-secs 15+ s-min ms-15min None
Sodium
Sulphur
Batteries
Commercialised 80-90% ms 10-15 s-hr s-hr Moderate
Lithium Ion
Batteries
Commercialised 85-95% ms-secs 5-15
min-
days
min-hr Moderate
Redox Flow
Batteries
Semi-
Commercialised
60-85% ms 5-10
hr-
months
s-hr Moderate
Hydrogen
Chemical
Storage
Demonstrated 35-55% secs 5-30
hr-
months
hr-months
Production
Dependent
Based on the forecast made by Bloomberg New Energy Finance (BNEF), energy storage is
expected to increase exponentially from 17GWh in 2018 to 2,850GWh by 2040. China,
United States and India are expected to be subsequent leaders in the energy storage
segment as illustrated in Figure 1-1.
Energy storage installations in the US touched the 3.5GWh mark alone in 2020, with the
2GWh being deployed in third quarter. Wood Mackenzie predicts that the US will add five
times more storage in 2025 than the cumulative installations in 2020. China, on the other
hand has added a massive 533.3MW of battery storage in the first three quarters of 2020.
China has also mandated energy storage owing to the country’s renewable energy target
of 16.5% out of the total energy mix. Germany is known to spearhead the renewables
growth and has installed 2GWh at the end of 2019 and 2.3GWh in 2020.
Although India is not among the leaders in the battery energy storage market yet, it is
estimated that 33GWh of battery storage would be required by 2032 based on the
assessments conducted by ISGF (India Smart Grid Forum). Additionally, International
Energy Agency’s India Energy Outlook 2021 states that India is likley to have a battery
1 World Energy Council
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storage capacity of 140-200GWh by 2040, accounting to 30% of the world’s energy storage
market. In May 2021, the Cabinet Ministry has approved a proposal of PLI scheme
(Production Linked Incentive) allocating USD2.5$ billion dollars to establish a cumulative
local manufacturing capacity of 55GWh. Additionally, Solar Energy Corporation of India
(SECI) is leading the way for BESS integration in Solar + Storage and Round the Clock
(RTC) tenders.
Furthermore, on 15 June 2021, the Central Government of India announced plans to float
tenders having a cumulative battery storage capacity of 4,000MWh for the purpose of
ancillary services and shall be used as support mechanisms due to fluctuation caused by
renewable energy penetration in the grid. Each BESS plant shall have a maximum capacity
of 1,000MWh, strategically located at each Regional Load Dispatch Center (RLDC) to
provide grid support services. The tenders are also expected to have a part dedicated for
time shift applications.
Figure 1-2: Global Cumulative Energy Storage Installations (BNEF)
Approximately $662 billion of investment is needed for the 122-fold increase in stationary
energy storage. The rise in the electrochemical based storage can be largely attributed to
lithion-ion batteries owing to massive investments being made in the technology.
Additionally, lithium-ion based battery packs have seen a drop in price from $668/kWh to
$137/kWh from 2013 to 2020, as illustrated in Figure 1-3. This can be primarily attributed
due to aggressive adoption of electric vehicles and the need to integrate VREs with
batteries, especially solar generation.
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a
Figure 1-3: Historical Battery Pack Prices for Lithium-ion Technology (BNEF)
BNEF’s Energy Storage Outlook 2020 predicts a whopping price reduction to $101/kWh
by 2023 and further to $58/kWh by 2030. The figures do not assume associated BoS
costs, various duties and soft-costs, and may therefore vary based on geography.
2 Battery Technologies
Battery Energy Storage Systems have an advantage over their counter-part storage
technologies due to their distinguished flexibility, rapid response, simple modularity, and
ease in installation. Modern batteries provide long cycles, high volumetric and specific
energy density, and high efficiencies for integration with variable renewable energy and
various grid support services.
A simple series connection increases the voltage of battery system, whereas a parallel
connection increases the current capacity. An optimal series-parallel combination of
batteries further facilitates the sizing of energy capacity and power range for a specific
application.
Due to their effective ramp rate and response/settling time, a single BESS system can be
used for integrated applications such as energy shifting or arbitrage, frequency regulation
and spinning reserve. The applications are controlled by an Energy Management System
(EMS) that optimizes the charge-discharge power profiles based on user requirements.
Various applications are briefly discussed in Section 3.
Batteries usually contain useful metals like high-grade copper and aluminium to base
materials such as cobalt, lithium and nickel, which can be recovered based on modern
recycling mechanisms. Approximately 25 – 90% of the materials can be recovered
depending on separation processes.
Battery technologies differ based on the materials used for anode, cathode, and
electrolytes. Commercialised and semi-commercialised battery technologies are mapped
in Figure 2-1. SgurrEnergy discusses various prevalent BESS technologies, their working
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principles and presents an technology specific performance comparison to understand
their efficacy in grid scale storage applications.
Figure 2-1: Battery Storage Technologies
2.1 BESS Major Components
BESS constitutes of various components that enable seamless grid scale storage. A
typical schematic is presented in Figure 2-2 illustrating operational working, whereas
Table 2-1 provides component wise functionality.
BESS primarily contains cellular storage components that directly convert and store
chemical energy. Cells are combined serially to form a module which constitute of a BMS
which controls and supervises individual cell functionality. Battery modules are further
connected in series to form a string, thereby establishing a system voltage. Battery
modules are installed in a vertical arrangement or a rack; each rack has a voltage range
of 500-1500V based on available technologies. Racks are connected in parallel to increase
the overall storage capacity and are housed in a single container or a block. Racks have
their own BMS which directly interacts with and controls the module level BMS.
The master BMS is at the top of the battery management hierarchy and gives control
signals to batteries and connects with the EMS to relay overall battery performance, status
and obtain application-specific control signals. Batteries are also provided with an
auxiliary support system which gives cooling functionality to the cells, as their
performance is affected with varying temperatures.
A Power Conversion System (PCS) is required to convert the DC power obtained from
batteries to AC power, the properties of which are defined based on grid code
requirements. PCS are bi-directional power electronic devices that enable charge and
discharge of battery power into the grid based on control signals obtained from the EMS.
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The EMS is the primary controlling entity that interacts with all the components, provides
control signals and is also responsible to monitor the performance of BESS through BMS
in conjunction to generators such as VREs or thermal power plants.
Figure 2-2: Typical BESS Schema
Table 2-1: Typical BESS Components
Component Description
Unit Battery / Cell Smallest storage component within the BESS system that stores
chemical energy.
Module / Pack / Tray A collection of multiple unit-batteries/cells that are electrically
connected to form a larger battery pack. Each battery module
constitutes of a module-BMS that continually monitors cell level
voltages, currents and temperatures and performs the task of balancing
the SOC of the entire module. The module-BMS receives control signals
from a master-BMS or a superior controlling body within the SCADA
architecture.
Stack In case of redox flow battery technologies, cells are connected in series
to form a stack.
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Component Description
Racks / String Racks have multiple modules vertically stacked to increase the overall
storage and voltage capacity. The capacities range from several kWh
to few hundred kWh. Like a module-BMS, racks have rack-BMS to
monitor rack-level voltage, currents and SOC and controlling and
feeding information to the module-BMS.
Block / Battery
Containers
Allocation / Combination of several racks within a container to increase
the overall capacity of energy storage. In case an internal architecture
is required, a temporary building structure is constructed to include
battery racks.
Battery System /
BESS
Parallel connection of several racks / blocks to form a larger system.
The BESS rating ranges from a few kWh to hundreds of MWh. The
system level BMS then interacts with the Energy Management System
to obtain control signals for energy storage operation.
BMS Battery Management System (BMS) is an electronic controlling system
that ensures safe operation of batteries, monitors it operational state,
evaluates cell performance, receives control signals from EMS and
provides results to the larger monitoring system.
EMS Energy Management System (EMS) serves as a master controller for
BESS in addition to a generator. The EMS comprises of a computer
based control system that enables automated control and monitoring
of the PV power generated and the charging/discharging of the BESS
system based on power applications envisaged for the project.
PCS Power Conversion System serves as a bi-directional power conversion
device for the batteries. DC power stored in batteries is converted to AC
power during discharging and vice versa during a charging cycle.
2.2 Prevailing Battery Technologies
Batteries convert chemical energy contained in its interior active materials into electrical
energy through an electrochemical redox (oxidation-reduction) reaction. Redox reactions
are represented by transfer of electrons between two materials; one material is “oxidized”
(loss of electrons) and the other “reduced” (gain of electrons). This entails flow of
electrons from one material to another through an electric circuit. Batteries are charged
and discharged by reversing the redox process.
Electrochemical cells comprise of the following major components:
− Anode / Negative Electrode / Fuel Electrode: Gives up electrons in the external
circuit and is therefore “oxidized” during the redox reaction.
− Cathode / Positive Electrode: Accepts electrons from the external circuit and is
therefore ‘reduced” during the redox reaction.
− Electrolyte / Ionic Conductor: Serves as a medium of transferring charge from
anode to external circuit and from external circuit to cathode. Electrolytes are
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typically solvents, although solid electrolytes are also used in modern lithium ion
solid state batteries.
Figure 2-3 illustrates the charging and discharging phenomenon in an electrochemical
cell. During the discharging process, the cell is connected to an electrical load. Electrons
flow from the anode, which undergoes oxidation. The electrons travel through the load
and are further accepted by the cathode.
During charging, the current flow reverses and the cathode undergoes oxidation and the
anode reduction. In the illustration, the change in terminology of cathode and anode
should be carefully noted, although the electrodes are same. The terminology is switched
due to the definition of positive and negative electrodes.
Figure 2-3: Charging and Discharging of an Electrochemical Cell
It is important to understand the principle working of commercialised battery technologies
to enable an application specific, technology selection and evaluation. The following
subsections briefly discuss about the materials used in various battery storage
technologies and their comparative analysis.
2.2.1 Lithium Ion
Lithium ion batteries constitute of a positive electrode made of lithium oxides, negative
electrode made of graphite and electrolyte including lithium salt, organic solvents, and
others. Aluminium and copper act as current collectors at the electrodes. Three major
lithium-ion based chemistries are tabulated2
:
2 Lithium-Ion Battery Storage for the Grid—A Review of Stationary Battery Storage System Design Tailored for Applications in Modern Power
Grids: Holger et al
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Parameter NMC NCA LFP
Cathode Type
Nickel-Manganese-
Cobalt
Nickel-Cobalt-
Aluminium-Oxide
Lithium-Iron-
Phosphate
Cost per kWh + + + –
Safety – – – +
Cycle Life – – +
Calendar Life + + +
Energy Density + + + –
Power Density + + + –
One of the major reasons the battery storage market has observed a dominance of lithium
ion batteries is due to their scalability in diverse applications, specially in the electric
vehicle (EV) segment. EVs in addition to grid level deployments, have created a surge in
demand for lithium-ion batteries. Availability of multiple commercialised chemistries
further act as a catalyst for utilisation in applications differing in power, energy, and
response requirements.
2.2.2 Sodium Sulphur
Sodium-sulphur batteries constitute of molten sulphur as the positive electrode and
molten sodium as the negative electrode. Electrolyte separating the electrodes is sodium
alumina, a solid ceramic. Sodium sulphur batteries are categorised under high
temperature batteries due to their operating temperatures between 300° to 350°C and the
corrosive nature of sodium polysulfides.
These types of batteries are suited for stationary storage applications, and are not
supported for EVs, therefore, in comparison to lithium-ion, sodium-sulphur batteries are
not expected to show the same growth rate. Grandview Research3
reports the sodium-
sulphur battery market size to be a mere USD60 million in 2019 is expected to grow at a
rate of 29.6% up-to 2027.
2.2.3 Redox Flow
Flow batteries includes two liquid electrolytes that are pumped into the opposite sides of
a cell. The two electrolytes contain active materials in the form of metals which stay
dissolved as fluids. The two electrolytes corresponding to cathodes and anodes are
separately stored in tanks which are pumped into the cell; the two electrolytes are
separated by an ion-selective membrane, through which the anions and cations are
exchanged from anodes and cathodes, respectively. Figure 2-4 illustrates a typical
arrangement of a redox cell.
3 https://www.grandviewresearch.com/industry-analysis/sodium-sulfur-batteries-market
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Figure 2-4: Arrangement of a Redox Cell
Power Purchase agreements are usually signed for long term periods, usually ranging
from 15 to 25 years; developers usually do not like the risk to have another CAPEX infusion
for battery replacement during the PPA lifecycle. Redox flow batteries owing to their
highest shelf and cycle life are catching the eyes of Developers, especially in the Australian
subcontinent. The overall market size for redox flow batteries was valued at USD130.4$
million in 2018 and is expected to reach USD403$ million by 2026, at a growth rate of
15.2%. Flow batteries are envisaged to be tough competitors to lithium-ion counterparts,
especially in large scale stationary storage due to their long term efficacy with vanadium
and zinc-bromine being prevailing chemistries.
2.3 Comparison
Noting principal materials used in various commercialised battery technologies,
SgurrEnergy presents a performance based comparison in Table 3-1 and Table 3-2.
Table 2-2: Pros and Cons of Commercialised Battery Technologies.
Technology Advantages Challenges
Lithium-ion High Energy Density
Higher Efficiency
Comparatively minimal
maintenance
Broader Operational
temperature
Comparatively diverse cyclic
life
Faster charge-discharge rate
Risk of thermal runway
Requirement of advanced
protective circuitry
Difficult to charge at lower
temperatures.
Degradation at higher
temperatures
Relatively Susceptible to aging
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Technology Advantages Challenges
Availability of Multiple
Chemistries to suit diverse
applications
Relatively easy charge-
discharge algorithms.
Abundance of Raw Materials
Rapid commercialisation and
availability of multiple vendors
Sodium-Sulphur Higher energy and power
density
Relatively longer cycle life due
to liquid electrodes
Capable of short-term pulses
Lower Self-discharge rates
Capable of deep discharge4
High Efficiencies
Insensitive to Ambient
Conditions
High Cost
Higher Working Temperatures
(>300°C)
Highly reactive to metallic sodium
Higher O&M costs and stringent
maintenance.
Vanadium Redox
Flow
Longest Cycle Life (12,000+)
Longer shelf life up to 20
years.
Capable of deep discharge5
for short durations
Safe operation under normal
operating temperatures.
Complex design includes pumps,
sensors, and other auxiliary
equipment.
Lowest energy density among
commercialised technologies.
High cost of vanadium and
membrane components.
Table 2-3: Performance of Commercialised Battery Technologies
Parameter Lithium Ion Sodium Sulphur
Vanadium Redox
Flow
Energy Density (Wh/kg) 100-250 150-240 10-50
Battery Voltage (V) 2.5-4 1.7-2.1 1-1.5
Battery Efficiency ~98% ~90% ~80%
Usage Life (Shelf Life –
years)
5-15 10-15 ~20
Cycle Life (cycles) >2,000 >2,500 >12,000
Deep Discharge Ability Poor Good For Short Durations
4 Completely discharging the batteries below its voltage cut-off point.
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Parameter Lithium Ion Sodium Sulphur
Vanadium Redox
Flow
Operational
Temperature(°C)
20-65 300-350 5-45
Environmental Influence Less Influence Less Influence Less Influence
Cost (/kWh) ~200$ – 350$6
~300$ – 500$ ~100$ – 800$
Recyclability Cost Impact Moderate Moderate Good
Response Time milliseconds milliseconds milliseconds
3 BESS Applications
Battery characteristics and technologies presented in Section 2 and their falling prices in
Figure 1-3 clearly indicates the future landscape of BESS in grid scale energy storage. It is
therefore important to understand various applications BESS can cater to.
Figure 3-1 illustrates various power system applications for BESS, whereas Table 3-1
presents brief details about each application. Table 3-2 presents performance
requirements for relevant applications.
Figure 3-1: Map of BESS Applications
6 Noting the use of dominant chemistries: NMC and LFP
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Table 3-1: BESS Applications in an Electrical Grid
Application Type Description
Time Shifting /
Arbitrage / Peak
Shaving
Vanilla
BESS
Time shift or arbitrage works on a simple principle of charging
the batteries when the electricity prices are low and
discharging when the electricity prices are high. For example,
BESS can be charged during noon times and discharged
particularly during evening periods where loads are critical.
The difference in electricity prices during charge and
discharge is used to optimise the revenue for BESS.
Peak shaving also a time shift application, refers to storing
energy at time periods of peak power generation to avoid loss
in generation due to insufficient demand and curtailment of
power from generators.
BESS systems can be separately installed near large scale
VREs such as wind and solar parks, charge from low-cost
green energy and later dispatch at high energy arbitrage.
Peak Supply Vanilla
BESS
Deploying BESS can reduce the need to add new central
generating systems for electricity supply and/or purchase
capacity in the whole scale energy market. The battery
operation profile can be used as supply capacity profile based
annual frequency of operation and duration.
BESS supplies a park of the peak load requirement, thereby
relieving the generators and can further charge when the
demand is lower.
Load Following Ancillary Load following as opposed to Peak Supply / Time Shifting,
operates on a more granular level where concepts like ramp
rate and response rate determine the efficacy of the BESS
system.
BESS is required to compensate for load variations occurring
within an interconnected electrical grid network at the scale of
milli-seconds. Power balancing is achieved through ‘following
the load’ based on charging and discharging the batteries
when the load decreases and increases, respectively.
Frequency
Response
Ancillary An electric grid constitutes of several hundreds if not
thousands of generators and millions of consumers, thereby
increasing complexity in continuous operation. This causes
abrupt changes in supply and demand in addition to various
dynamic switching and faults occurring in this vast
ecosystem. Frequency imbalance is caused due to the
corresponding fluctuations, and if the variation in frequency is
greater than its permissible limits, generators may disconnect
from the grid and its cascading effect may result in a total
blackout.
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Application Type Description
BESS can provide frequency response services by adding
power to the grid when the frequency drops and charge when
the frequency surges. Due to the instantaneous nature of the
application the storage systems are required to operate at a
millisecond scale.
Operating
Reserves
Ancillary Some generators are kept at reserve to ensure efficient
system operation in case a significant fault or a disturbance
occurs or due to scheduled shutdowns. BESS can be used as
spinning, non-spinning, or supplemental reserves within the
power system.
Voltage Support Ancillary An electric grid is kept at its rated operating voltage
throughout the generation and transmission hierarchy. This
requires adequate reactive power management or VAR
support. VAR support is crucial during peak load periods when
there is significant stress on transmission and distribution
lines.
BESS can be installed at strategic locations within the LV, MV
or HV hierarchy which can act as a source or sink of reactive
power.
Black Start Ancillary During a fatal grid failure, BESS can provide backup power to
energise the grid and provide a reference frequency. While this
can also be coupled with a major application, where the
minimum DOD / SOC should be available to enable black start.
Power Quality
and Reliability
Microgrids BESS can provide both short term reliability and long term
sustainability for captive consumption applications and in
microgrids.
Short term disturbances such as frequency variation, flickers,
voltage, and power factor variation can be addressed by BESS
in a microgrid or to a captive consumer. The power quality
related applications briefed above are also applicable for mini-
grids, micro-grids, and captive consumers.
Long term reliability requires that the load be supported by
stored energy in BESS under frequency grid failures and/or
unavailability of solar or wind power.
Demand Charge
Management
Microgrids In this application, the tariff imposed on a captive consumer is
divided into two parts: consumption charges and demand
charges. Consumption charges are billed on energy (MWh);
whereas demand charges are billed on power (MW).
Demand charges are applicable for peak demand periods
during a monthly billing cycle; peak demand periods usually
result due to unmanaged load surges from the consumer.
Utilities tend to recover the cost associated with these surges
for providing sufficient electricity. Some commercial
17. Certified to ISO 9001, 14001 and 45001 Page 16 of 20
Application Type Description
consumers tend to have demand charges comprising of about
70% out of a monthly electricity bill.
BESS would be a vital addition to reduce the demand charge
for large scale captive consumers, by charging when load
reduces and dispatching energy during peak loading periods.
Renewable
Consumption
Maximisation
Microgrids Inexpensive energy generated by VREs, especially solar PV are
usually coupled at a common connection point between the
load and the utility grid. Such an arrangement is made to
ensure maximum utilisation of renewable consumption;
however, consumers are forced to consume from the grid
when the solar resource is unavailable.
VREs such as solar PV can be oversized, and BESS can be
installed in parallel to charge inexpensively from the additional
solar generation and discharge when it falls short.
Peak Shaving
and Energy
Shifting
VREs A combination of VREs + BESS would further increase the
viability in time shifting and arbitrage rather than having a
vanilla BESS. This is mainly due to availability of cheap and
economical LCoE from VREs such as solar and wind plants.
Charging from VREs and discharging during peak hours would
be comparatively more lucrative than a vanilla BESS.
Additionally, BESS integrated with renewables can further be
used for grid support applications as listed above and
facilitate and enhance grid performance.
Capacity
Firming
VREs Solar and wind resource varies indiscriminately within a few
seconds, which is far higher than the cumulative consumption
variation. Since it is preferrable to have a predictable and
constant power output from a generation source, BESS would
certainly help stabilize the combined output.
The constant output can vary between 15-mins to a few hours
based on optimal battery sizing, viz BESS Power and Energy
ratings. Capacity firming is a combination of time shift, and
specially ramp-rate control, usually expressed as
%Power/Minute.
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Table 3-2: BESS Performance Requirements in Grid Scale Applications7
Application Type
Power
Range
Expected
Response
Time
Discharge
Duration
Range
Charge-
Discharge
Cycles Per Year
Time Shifting
/ Arbitrage
Vanilla
BESS
1MW to
1GW
milliseconds
to minutes
2hours to
6hours
>250
Peak Supply
Vanilla
BESS
1MW to
1GW
minutes
2hours to
6hours
50 to 360
Load
Following
Ancillary
1MW to
100MW
less than 1s
15minutes to
4hours
250 to 10,000
Frequency
Response
Ancillary
20MW to
50MW
milliseconds
to second(s)
few seconds
to few
minutes
~200
Operating
Reserves
Ancillary
10MW to
100MW
milliseconds
to second(s)
minutes to
hours
50 to 365
Voltage
Support
Ancillary
1MVAr to
100MVAr
milliseconds
to seconds
few minutes
to an hour
Geography
Dependent
Black Start Ancillary
5MW to
50MW
minutes
seconds to
hours
10 to 20
Power
Quality
Microgrids
1MW to
10MW
milliseconds
Seconds to
minutes
100 to 10,000
Power
Reliability
Microgrids
1MW to
250MW
milliseconds
minutes to
hours
10 to 400
Demand
Charge
Management
Microgrids
10kW to
10MW
seconds to
minutes
15minutes to
4hours
50 to 500
Renewable
Consumption
Maximisation
Microgrids
10kW to
10MW
seconds to
minutes
15minutes to
4hours
200 to 500
Peak Shaving VREs
1MW to
1GW
milliseconds
to minutes
2hours to
8hours
>250
Energy
Shifting
VREs
1MW to
1GW
minutes
2hours to
8hours
50 to 360
Capacity
Firming
VREs
1MW to
500MW
milliseconds
to minutes
2hours to
6hours
>250
Although, the intention of this paper is to introduce BESS technologies and its
applications, SgurrEnergy will be realising various papers for each major application with
its relevance in stationary energy storage segment.
7 Sandia National Laboratories
19. Certified to ISO 9001, 14001 and 45001 Page 18 of 20
4 Services offered by SgurrEnergy
Service Head Description
Feasibility, Energy
Modelling and
Analysis
o SgurrEnergy’s experienced analysis team is capable of modelling
storage systems in conjunction with other variable energy resources
such as wind and solar.
o Usage of cell specific chemistry determines the overall performance
and yield of a storage project; SgurrEnergy accounts in the analysis
component specific performance model and chemistry in the
simulation. In addition to the chemistry, battery specific loss models
and thermal response is also accounted to accurately simulate
storage performance.
o Long term storage profile for understanding the impact of life cycles
on the storage capacity along with smaller simulation intervals such
as 1ms to 30 minutes accurately determines the effective utilisation
of battery storage systems for various stationary storage
applications. This includes the modelling of battery degradation,
therefore aiding in selecting the best performing storage technology.
o Sub-hourly yield assessments are generated in parallel with the solar
and wind generation profiles, to understand the efficacy and
efficiency of battery storage integration with solar/wind power
plants.
o The analyses can be conducted for various storage applications and
business models such as
▪ Frequency Regulation
▪ Ramp Rate Control
▪ Black Start Services
▪ Storing Clipping Energy
▪ Storing Curtailed Energy
▪ Energy Shifting / Arbitrage
▪ Transmission and Distribution Relief
Technology
Assessment
Batteries being a relatively dynamic technology, undergoes various
materialistic and design advances to enhance overall performance and
reliable operation. The dynamic changes in manufacturing results in
wavering confidence among various developers and lenders to select
an appropriate battery technology. SgurrEnergy’s battery technology
assessment and review services include the following
▪ Modelling and analysis of various battery technologies
incorporating cell chemistry, thermal behaviour, degradation,
and loss associated with power equipment.
▪ Consideration of financial KPIs such as the CAPEX, OPEX and
the LCOE for selecting a particular battery technology to
understand the commercial impact on the Project.
20. Certified to ISO 9001, 14001 and 45001 Page 19 of 20
Service Head Description
▪ Review of test reports and certifications to adherence with
national and international standards.
▪ Review of warranty documentation to keep the Project safe for
better long term performance.
▪ Preparation of associated project deliverables for project
bidding and design optimisation purposes.
Detailed / Owner’s
Engineering
Detailed engineering includes conceptualisation and design
optimisation including the following:
▪ Infrastructure Planning
▪ Civil Structural Engineering
▪ Hydrology Studies
▪ Electrical Engineering
▪ Mechanical Engineering
This includes a pool of Subject Matter Experts from engineering, data
analysis and BESS segments to design projects efficiently and
optimally.
Performance
Analysis
SgurrEnergy offers independent operational assessment and detailed
performance analyses for existing BESS assets and VRE integrated with
BESS portfolios. This aids in comparison of expected performance v/s
actual performance of systems thereby enabling a thorough
assessment of various reasons pertaining to underperformance and
identification of suitable mitigatory measures to increase the overall
efficiency of the assets. The following services can be undertaken by
SgurrEnergy under operational performance analysis.
▪ Detailed modelling and as-built simulation of components
comprising a BESS system.
▪ Comparison of simulated/expected performance v/s actual
performance over key performance indicators such as charge-
discharge currents, cell-degradation and SOC / DoD variation.
▪ A thorough evaluation of round-trip efficiencies, power
converter modelling for losses and prediction of remaining
capacities of the cells.
▪ Site Visits and formulation of testing required to increase the
asset performance.
▪ Identification of additional maintenance needs resulting from
the analyses for effective utilisation of BESS assets.
EPC Bid
Management
After the feasibility of the project is established, there comes a need of
evaluating and selecting the EPC or specialized contractors, with proven
capabilities to perform the engineering, procurement, and construction
of solar PV projects of the developers. And for this major requirement,
solar engineering consultants extend bid management services to
review contracts for ensuring these are complete, consistent, and
21. Certified to ISO 9001, 14001 and 45001 Page 20 of 20
Service Head Description
technically sound and in return can help selecting the best EPC or
specialized contractors for the project.
Bankability Studies
o Review of company background, historical track record and
evaluation of products for market use cases.
o Verification and evaluation of manufacturing processes, usage of
basic input materials, supply chain management, packing, storage,
and end testing of products.
o Evaluation of product technical characteristics, performance test
reports and reliability test reports.
o Review of warranty and claim management documents, product
certifications and adherence to international standards.