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Monthly Archives: February 2024

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Revolutionizing E-Bicycle Propulsion: Inside Access to BLDC Hub Motor Control Platform

Category : automotive-insights

Elevating the efficiency and performance of electric bicycles (e-bikes) to new heights, our BLDC Hub Motor Control Platform stands as a testament to innovation in the realm of 2-wheeler electric propulsion. In this insight, we delve into the intricacies of our platform, showcasing its features, control strategies, and integrated functionalities.

BLDC Hub Motor: Powering the Future of E-Mobility

The Brushless DC (BLDC) hub motor, a cornerstone of our platform, redefines the landscape of electric propulsion. Operating brushless, this motor ensures longevity, low maintenance, and a compact design. Its integrated nature simplifies vehicle structures, offering high efficiency, quiet operation, and precise speed control—making it an ideal choice for e-bicycles.

System Overview

Our platform’s system architecture is meticulously designed, featuring model-based development (MBD) in MATLAB/Simulink. The inclusion of error codes and diagnostic information ensures real-time monitoring and swift responses to potential issues.

BLDC HUB

Key Features of BLDC Hub Motor:

Brushless Operation: Enhanced efficiency with reduced wear and friction.

Integrated Design: Compact and streamlined, minimizing external complexities.

High Efficiency: Optimal conversion of electrical energy to mechanical energy.

Quiet Operation: Noise reduction for a tranquil riding experience.

Precise Speed Control: Seamless acceleration and deceleration for enhanced control.

Compact and Lightweight: Ideal for applications where weight and space are critical.

Low Maintenance: Longer lifespan and minimal upkeep, thanks to the brushless design.

High Torque to Weight Ratio: Delivering powerful performance in a small, lightweight package.

BLDC Hub Motor Control Platform: Precision in Motion

 

Our platform offers a comprehensive solution for e-bicycle applications, ranging from 250W to 3kW. Let’s delve into the control algorithm and integrated features shaping the future of electric mobility.

Adding Some Character to the Display

  1. Battery SOC indicator
  2. The Battery State of Charge (SOC) indicator serves as a pivotal component within our internal electric cycle (e-cycle) project, developed in-house by our company. This indicator plays a crucial role in providing real-time feedback to users regarding the remaining charge level of the battery powering the e-cycle.

    By accurately monitoring the SOC, riders can make informed decisions about their travel routes and distances, ensuring they can effectively manage their energy consumption and plan recharging intervals optimally. Through meticulous design and integration, our SOC indicator enhances the user experience, promoting convenience, efficiency, and overall satisfaction with our e-cycle product.

  3. Odometer/ trip meter
  4. In the realm of electric cycling, the term “odometer/trip meter” refers to a sophisticated instrumentation feature integrated into the e-cycle’s system. Serving as a digital dashboard for riders, this component accurately records and displays crucial metrics related to the distance travelled by the e-cycle. The odometer function provides users with a comprehensive overview of their cumulative mileage, allowing them to track their overall usage and monitor the lifespan of the vehicle.

    Additionally, the trip meter aspect offers a more granular perspective by enabling riders to monitor the distance covered within specific trips or journeys. This functionality proves invaluable for both recreational cyclists and commuters alike, as it facilitates precise navigation planning and aids in assessing the efficiency of various routes.

    Within the scope of our in-house e-cycle project, the implementation of an advanced odometer/trip meter system underscores our commitment to delivering a seamless and user-centric riding experience. By leveraging cutting-edge technology, we aim to empower cyclists with real-time data insights that enhance their overall satisfaction and promote the widespread adoption of eco-friendly transportation solutions.

  5. Speed
    • Real-time Speed Monitoring: Providing a live display of the current speed, allowing riders to adjust their pace accordingly.
    • Speed Modes: Incorporating different speed modes such as eco, normal, and sport, catering to various riding preferences and scenarios.
    • Speed Limit Alerts: Notifying riders when they approach or exceed speed limits, ensuring safety and compliance with regulations.
    • Speed History Tracking: Logging and displaying past speed data for analysis or performance monitoring purposes.
    • Speed Optimization Tips: Offering suggestions or feedback on how riders can optimize their speed for energy efficiency or performance.
    • Speed Control Settings: Allowing users to customize speed limits or restrictions based on their skill level or environmental conditions.
    • Integration with Navigation Systems: Coordinating with GPS or mapping features to provide speed-related information along with route guidance.
    • Speed-Based Rewards or Challenges: Introducing gamification elements where users can earn rewards or compete based on their speed achievements.
    • Safety Enhancements: Introducing features like automatic speed reduction in hazardous conditions or when approaching obstacles.
    • Social Sharing of Speed Achievements: Enabling riders to share their speed achievements or records with friends or on social media platforms.
  6. Pedal assist modes
  7. “Pedal assist mode” is a cutting-edge display feature designed for our internal e-cycle project. This innovative mode seamlessly integrates the power of our electric motor with the rider’s pedal strokes, enhancing the overall cycling experience.

    With pedal assist mode, riders can effortlessly navigate various terrains while conserving energy. This feature not only promotes eco-friendly transportation but also offers users a personalized level of assistance, adjustable to their preferred intensity.

    As part of our in-house company project, pedal assist mode reflects our commitment to engineering advanced solutions that prioritize user comfort, sustainability, and performance in every ride.

  8. Modes of cycling (manual/automatic)
  9. Experience the freedom to choose your cycling style with our innovative internal e-cycle featuring customizable modes – manual for a traditional biking feel or automatic for effortless cruising. Seamlessly switch between these modes to adapt to any terrain or pace, ensuring an enjoyable ride every time. Whether you prefer the tactile feedback of manual pedalling or the convenience of automatic assistance, our e-cycle caters to your individual preferences, elevating your riding experience to new heights of comfort and convenience

Software Architecture Overview

Software overview

Control Algorithm: Field-Oriented Control (FOC)

Implementing the sophisticated Field-Oriented Control (FOC), our platform achieves precise control over torque and flux. This control method enhances efficiency and dynamic reactivity, replicating the behavior of a DC motor with advanced transform operations.

FOC

Controller Features for E-bicycle Application

Speed Control: Utilizing the FOC algorithm to regulate speeds up to 25 kmph.

Walk-in Mode: Enabling a strolling speed without pedaling, perfect for crowded areas.

Cruise Control: Maintaining a steady speed for a relaxing riding experience on flat terrains.

Pedal Assist Mode: Customizable assistance levels, enhancing user control.

Safety/Protection Features: Incorporating various protections such as short circuit, overcurrent, and temperature control for a secure riding experience.

Family of Microcontrollers Used

To optimize Electronic Control Unit (ECU) functionality, our platform targets the TI C2000 series from Texas Instruments and dsPIC series from Microchip Technology.

The Journey Ahead

As we continue to push the boundaries of e-mobility, our roadmap includes further advancements, exploring newer releases, and expanding our platform to cater to diverse applications within the electric vehicle ecosystem. The BLDC Hub Motor Control Platform stands as a pioneering solution, driving the evolution of electric propulsion in the e-bicycle landscape.


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Power Electronic Converters for Electric Vehicles – Trends & Challenges

Category : Embedded Blog

In the past decade, the demand for sustainable mobility has surged, driven by environmental concerns, accelerated climate change, fossil fuel depletion, and increased energy consumption. Electric vehicles (EVs) have emerged as a promising alternative to traditional internal combustion engine (ICE) vehicles, boasting user-friendly features and cost-effectiveness.

The building blocks for electric vehicles are efficient electric motor drives, high-voltage storage systems, electrified powertrains, and various types of Power Electronic Converters (PECs).  Electric motor drives and Power Electronic Converters (PECs) regulate the flow of electrical energy in and out of vehicles, managing interactions with charging stations and the grid.

PECs are essential for the efficient and rapid control and conversion of electricity, forming the technological foundation for widespread electric vehicle (EV) adoption. This article explores the role of PECs in all-electric vehicles, current trends, and the opportunities and challenges shaping the EV landscape.

Get ready for an insightful journey into electric vehicle technology!

Role of Power Electronic Converters in Electric Vehicles

PECs are typically used in three main systems of an electric vehicle: battery charging, powertrain, and regenerative braking. They are primarily needed for electrical power regulation in these systems.

Additionally, PECs facilitate the operation of various voltage ratings for various electrical loads, including low voltage electronic loads like sensors, tacho meters, and communication systems, as well as high voltage electrical loads like power windows, air conditioning, car interior lighting, electric power steering, and auto start/stop.

The block diagram of a typical electric vehicle with power supply system is shown below:

Power Electronic Converters

Power Electronics and Battery Charging System

The Battery charging system plays a major role in design and operation of electric vehicles. During the charging and discharging process, control, conversion, and management of electrical energy come from the power electronics. Two types of charging are possible in electric vehicles – On-board charging and off-board charging.

In Onboard charging, AC-DC converter (Rectifier) which is a type of PEC is used to convert the AC voltage from the three phase AC grid to a DC voltage suitable for charging the vehicle’s batteries, whereas in Off-board charging, DC fast-charging is included.

The PECs in these systems convert the AC supply from three phase AC grid into a high-voltage DC output, which can directly charge the vehicle’s batteries bypassing the . Apart from conversion, PECs regulate the charging rate of battery with the help of advanced control strategies.

While offboard chargers or DC fast charging stations are located outside electric vehicles at locations like parking garages, retail centres, hospitals, and charging stations, onboard chargers and battery storage systems are installed inside these vehicles.

PECs are also essential components of Battery Management Systems (BMS). These systems monitor the health, safety, and optimal operation of the battery pack, ensuring its extended life and effective energy use. EV batteries can be charged quickly and effectively while remaining within their safe operating limits due to advanced charging systems controlled by power electronics.

Power Electronics and Powertrain

For bidirectional power flow between a grid and a vehicle, a Bidirectional DC-DC converter with boost and buck modes are utilized in the powertrain. Both boost and buck modes can be used with a bidirectional DC-DC converter by choosing the appropriate switching patterns.

When in boost mode, it boosts the voltage from battery to a high voltage required for DC bus. This high-voltage DC bus has a voltage level of between 400 and 750 V. The vehicle’s batteries can be recharged when the electric motor’s generated voltage is bucked (stepped down) through a bidirectional DC-DC converter during regenerative braking.

The process of converting the vehicle’s kinetic energy—which is typically lost as heat when braking—into electrical energy that can be stored in the battery for later use is known as regenerative braking. It is a productive method of increasing an electric vehicle’s driving range and lessening the strain on its mechanical brakes.

Power Electronics and Traction Motors

Another type of power electronic converter is the Inverter, used to invert high DC voltage, resulting in a variable AC voltage and frequency supply that can be used to feed and power an electric traction motor. Inverter also determines the driving behaviour and electric motor control.

The inverter always operates in the same way, whether the motor is brushless DC, synchronous, or asynchronous. To improve the range, efficiency and performance of the electric motor, modern inverters also include intelligent control algorithms that enable variable frequency drive.

During regenerative braking, the traction motor functions as a generator. The generated AC power must be converted back to DC power for battery charging.

Innovations in the Field of Power Electronics for Electric Vehicles

Manufacturers of electric vehicles are searching for the newest technological advancements to satisfy the expanding market demands. In this section, we explore innovations and trends in the field of power electronics for electric vehicles.

  1. Wide Bandgap (WBG) semiconductor devices
  2. The converter’s core relies on power semiconductors. Wide Bandgap Semiconductors (WBGSs) such as Gallium Nitride (GaN) and Silicon Carbide (SiC) based devices are new types of semiconductor devices on which a lot of research is going on. SiC based converters are used for high voltage and power applications whereas GaN based converters are used for lower-voltage and power.

    Si-based power semiconductor technology, which was extensively employed in the electronics industry in previous decades, is no longer adequate for meeting today’s advanced needs. This is primarily due to their limitations in maximum switching frequency and device thermal dissipation.

    These drawbacks of Si-based power converters can be addressed by using WBGS-based power converters. In contrast to conventional silicon devices, SiC devices present advantages such as reduced losses, enhanced thermal conductivity, and the capability to function at elevated frequencies. These attributes contribute to the creation of more compact, lighter, and more effective systems, playing a crucial role in extending the mileage of electric vehicles (EVs).

    The price of WBGS-based devices is their only limitation. GaN devices are currently much more expensive than Si-based devices, which can be made more affordable by mass producing and shrinking the size of passive parts like capacitors and inductors.

  3. Wireless charging technology
  4. Although there are many advantages to using electric vehicles over traditional internal combustion engines (ICE) vehicles, there are still certain drawbacks, such as lengthy charging times, long lines at charging stations, and range anxiety.  These issues are all connected to the state of battery technology today and problems with energy density, cost, and capacity. The primary obstacle remains the absence of effective infrastructure for charging, in contrast to ICE vehicle refuelling stations.

    The limitation of the infrastructure for charging can be overcome by using new technologies, such as wireless power transfer, to charge the car while it is moving or stationary. Even though wireless charging technology is still in its early stages of development, a lot of research is being done on it.

    Wireless charging allows a vehicle to be charged without a charging cable by simply parking in a designated spot. Electromagnetism of the wire coils can be used to create wireless or inductive chargers. Wireless charging infrastructure still needs to address concerns like cost, performance, safety, and efficient power transfer even though it is a convenient method.

  5. Powertrain design with Integrated Power Modules
  6. Integrated Power Modules (IPMs) combine various power electronics components into a single module and offers higher power density, better thermal management, and reduced electromagnetic interference (EMI) than traditional discrete components. Power semiconductor devices lose a substantial amount of power because of reduced chip size, high power density, and increased power demand from electrical loads.

    There have been several high-power density power electronics packaging architectures proposed to address the shortcomings of the commercial power modules.  SiC MOSFETs can raise the operating device temperature in traction drive systems without affecting system performance, thus lowering the need for cooling.

  7. Aluminium Nitride
  8. Aluminium Nitride (AlN) is an emerging semiconductor in power electronics. It can act as a semiconductor, insulator, and semiconductor based on different temperatures and conditions. AlN exhibits extremely low power loss and efficient power dissipation due to its superior thermal conductivity.

    AlN has remarkable mechanical, electrical, and chemical characteristics that could make it one of the best Ultra WBG semiconductors available for the power electronics market. However, the availability and cost of manufacturing AlN compared to SiC and GaN is a challenging process for the coming years.

  9. Advanced battery management system
  10. Battery management is another area where PECs are used. Lithium-ion batteries, which are commonly used in EVs, require Battery Management System (BMS) to ensure their safe and efficient operation. BMS helps in regulation of charging and discharging of batteries and thermal management.

    In recent times, research work is going on using artificial intelligence (AI) algorithms for forecasting battery health and enhancing charging patterns. Features like state-of-charge estimation, overvoltage protection, and cell balancing are also included in advanced BMS systems.

Analyzing Trends in the Power Electronics Market for Electric Vehicles

The landscape of power electronic converters in electric vehicles is witnessing dynamic shifts, reflecting robust growth in the market. Here are some stats and figures showing how the numbers have been on a roll –

  • According to research by Prwireindia and Allied Market Research, in 2018, the market size of power electronics for electric vehicles globally reached $2.59 billion, and it is anticipated to achieve a substantial growth, reaching $30.01 billion by 2026, exhibiting a remarkable CAGR of 35.5% by 2026.
  • As per a study conducted by Future Market Insights, anticipated to grow at a 5% CAGR, the demand for power electronics is poised to reach a valuation of US$ 44 Billion by 2032. The market, which is expected to be valued at US$ 28 Billion in 2022, is driven by the expansion of power generation industries and heightened consumption in developing regions.
  • Certain reports show that the global market size for electric vehicle power electronics stood at US$ 1.8 billion in 2022 and is forecasted to experience significant growth, with an estimated CAGR of 24.1% from 2023 to 2031. By the end of 2031, it is projected to reach a valuation of US$ 12.8 billion.

Challenges to be Addressed for Power Electronic Converters in Electric Vehicles

  1. Recharge electric vehicles with fast charging
  2. Factors like long charging time, queuing time at charging stations, and range anxiety all are related to current battery technology and inefficient charging infrastructure. Fast charging stations that don’t compromise battery health are essential to ensure faster charging of electric vehicles.

    New technological solutions are required in the field of power electronics and battery charging system to ensure that chargers can deliver electricity at the highest currents and voltages without getting overcharged or overheated. Off-board charging through fast charging stations where peak demand is planned and managed, can be the key to reducing the impact of electric vehicles on the electricity grid.

  3. Efficient thermal management
  4. In countries like India, where climatic conditions get extreme with high temperatures and humidity, a thermal management system is essential for electric vehicles. This is particularly because the extreme climatic conditions can hamper the performance and reliability of power electronics products.

    The thermal management system must maintain the proper temperature for the electric motor, power electronics, and battery. Any malfunction in thermal control will cause electric motors to burn out, age, lose efficiency, and demagnetize magnets. It will also shorten their lifespan. In addition to extending the battery cells’ lifespan, an effective thermal management system is a crucial safety measure that averts thermal runaway.

    For EVs to operate safely and effectively, designers must take these conditions into account and include the proper thermal management systems.

  5. High-power density converters – Increased power per cubic centimetre
  6. High-power density converters are crucial to the powertrain’s ability to maximize vehicle mobility and reduce power consumption. The passive component size in all power converters is inversely proportional to the switching frequency. The most common method for minimizing the size of passive components and lowering the thruster’s volume and weight is to increase the switching frequency.

    The size of passive components and switching losses can be reduced in these converters by using WBG semiconductors and raising the switching frequency. However, when passive component volume is decreased, the surface area available for cooling them is also decreased. This could lead to new challenges in high-power density converters.

  7. WBG semiconductor impact on EMI
  8. WBG semiconductor-based inverters’ high switching frequency and quick switching present difficulties for EMI problems in the vehicle and shorten the lifespan and operation of the traction motor. While the problems may be resolved by slowing down WBG devices to the same pace as conventional switching devices, doing so will also result in the loss of the efficiency and power density gains that come with switching to WBG devices.

  9. Affordability and cost reduction
  10. As the need for luxurious loads grows, so will the number of power electronic converters in the vehicle. PECs result in a rise in the price and dimensions of the car. Electric vehicles need to be affordable for widespread adoption. The challenge is to reduce costs by using smaller and more affordable PEC units in electric vehicles.

  11. Unreliable power supply
  12. India’s power supply is unstable, with frequent power outages and variations in voltage.  It will be a challenge for power electronics designers to provide for safe and effective operation of EVs by designing suitable power conditioning and protection mechanism for power electronic products.

  13. Life cycle analysis
  14. Life cycle analysis of power electronic converters includes challenges in thermal, insulation, testing, manufacturing, and cost reduction as well as recycling to ensure the sustainability of power electronic products.

Conclusion

In the quest for EV supremacy, overcoming challenges is the name of the game. Addressing hurdles related to range worries and charging infrastructure is the key to unleashing the full potential of electric vehicles. And the advancements in power electronic converters is crucial here.

Thanks to groundbreaking strides in semiconductor materials like AlN, GaN, and SiC, power electronics devices have undergone a metamorphosis. Now, they boast of superior thermal properties and compact dimensions, paving the way for more efficient mobility.

We’re not far from a future where wireless power transfer technology and lightning-fast charging come together, slashing wait times at charging stations and transforming EV journeys into seamless adventures.

Get ready to buckle up for a ride into the future—where every charge is a step closer to a cleaner, greener world!


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How to Leverage Adobe Sensei to Boost Your Adobe Experience Manager Performance

Many years ago, everyone predicted the use of Artificial Intelligence into workflows. Now that it is already here and thriving in almost all sectors, one thing we need to assess is how equipped are we as businesses and teams to leverage its full potential?

To keep up with the fast-changing digital creativity and marketing scenario, you need cutting-edge technology. Adobe Sensei is a revolutionary technology that showcases Adobe’s innovation at its best.

Adobe Sensei is a set of Artificial Intelligence (AI) and Machine Learning (ML) technologies that power creative, intelligent, and secure experiences across Adobe products. This is one of the prime reasons why it is a powerful feature of Adobe Experience Manager (AEM).

Adobe Sensei Features & Capabilities

The key capabilities of Adobe Sensei are:

  • Auto-tagging of assets and metadata extraction on upload, which helps users to organize, search and manage their digital assets more efficiently.
  • Intelligent content analysis and optimized delivery, which enables users to create and deliver personalized and engaging experiences across different channels and devices.
  • In-depth customer journey analysis, segmentation, and insights, which helps users to understand their customers’ behaviour, preferences, and needs, and to tailor their marketing campaigns accordingly.
  • Incremental and cross-channel performance forecasting, which allows users to measure the impact of their marketing activities, plan their budget scenarios and optimize their return on investment.
  • Predictive scoring for leads and opportunities, which helps users to identify and prioritize the most valuable prospects and customers, and to increase conversion rates.
  • Generative AI solutions with Sensei GenAI, which empowers users to generate high-quality content and copy, humanize their conversational experiences, and create audiences and journeys with exponential productivity.

Additionally, Adobe Sensei modules can be used for image and video editing as described below:

  • Content-Aware Fill: This feature allows users to remove unwanted objects from images and videos, and automatically fill the gaps with realistic content that matches the surrounding scene.
  • Auto Reframe: It automatically detects the most important part of a video and adjusts the frame size and aspect ratio to fit different platforms and devices, without losing the quality or the context of the video.
  • Face-Aware Liquify: It enables users to easily modify facial features, such as the shape of the eyes, nose, mouth, and chin, with precise and natural results.
  • Colorize: This attribute uses deep learning to automatically add colour to black-and-white photos, or change the colour scheme of any photo, with realistic and harmonious results.
  • Neural Filters: It offers a collection of filters that use neural networks to transform images in various ways, such as enhancing details, smoothing skin, changing facial expressions, and creating stylized effects.

Adobe Sensei is Beneficial to AEM Users. Here’s How

Adobe Sensei is designed to augment human creativity and intelligence with AI. It works by analysing the content, context, and behaviour of AEM users and customers, and applying intelligent algorithms to deliver relevant and personalized experiences.

Some of the functionalities that Adobe Sensei enables in AEM are mentioned below. These functionalities are automatically generated by Adobe Sensei.

  • Smart Tags: It generates tags for images, videos, and documents based on their content and metadata.
  • Smart Crop: It crops images and videos to fit different screen sizes and aspect ratios, while preserving the focal point and quality.
  • Smart Layout: It creates responsive web pages and email templates based on the content and design preferences of the user.
  • Content Suggestions: It suggests relevant and engaging content for web pages, email campaigns, and social media posts based on the user’s goals and audience.
  • Style Transfer: It applies the style of one image to another image, creating unique and artistic effects.
  • Dynamic Media: It optimizes the delivery and performance of images, videos, and documents across different channels and devices, using adaptive streaming and compression techniques.
  • Analytics: It tracks and measures the performance and impact of digital experiences, providing insights into user behaviour, engagement, and conversion.
  • Segmentation: It segments users and customers based on their attributes, preferences, and actions, enabling targeted and personalized marketing campaigns.
  • Personalization: It delivers customized and relevant content, offers, and recommendations to users and customers based on their profile, context, and intent.
  • Visual search: It allows users to compare and find similar images based on colour, shape, texture, and content.
  • Automatic Text Summarization: it writes concise summaries of long documents or articles.
  • Expert Scoring: It recognises and rewards the topic experts, the buzz creators, and the community influencers on your site.
  • Automatic Form Conversion: It converts paper forms into digital ones through form recognition, form analytics and reusable components.

How Does Adobe Sensei Benefit Different Industries?

  • BFSI
  • For BFSI companies, Adobe Sensei offers personalized recommendations based on customer behaviour and preferences, automated document processing and analysis for faster and more accurate decisions.

    It helps in fraud detection and prevention using advanced analytics and biometrics, data visualization and insights for better understanding of customer needs and market trends.

  • Retail
  • For retail companies it optimizes customer experience, marketing campaigns, and business operations. Adobe Sensei can analyse customer data, such as preferences, purchase history, and browsing behaviour, to predict what they want and need. It can also personalize content, such as product recommendations, offers, and ads, to match each customer’s profile and context.

    Adobe Sensei can automate tasks, such as inventory management, order fulfilment, and fraud detection, to improve efficiency and accuracy. It can also enhance creativity, by providing tools and features that help designers and marketers create engaging and effective visuals and videos.

  • Marketing
  • Adobe Sensei helps marketing companies evaluate large amounts of data. Through content intelligence it can understand the meaning, sentiment, and emotion of content, and help marketers create engaging and relevant experiences for their audiences.

    Through customer intelligence, Adobe Sensei can segment and profile customers, predict their behaviour and preferences, and deliver personalized offers and messages across channels.

    Through marketing automation it can streamline and simplify marketing tasks, such as campaign management, email marketing, social media marketing, and web analytics.

  • Information Technology
  • Adobe Sensei helps tech companies improve their products and services. It can automate tedious and repetitive tasks, such as cropping images, tagging videos, or generating captions.

    It can provide insights by identifying customer segments, predicting churn, or optimizing campaigns. It can personalize and customize content and experiences for different users, such as creating dynamic landing pages, adapting layouts, or generating content variations.

    It can enable new forms of creativity and expression, such as transforming photos, synthesizing voices, or composing music.

  • Healthcare and Medicine
  • Adobe Sensei in medical enterprises can assess large amounts of data from various sources, such as electronic health records, medical images, clinical trials and research papers, and provide insights and recommendations for better decision making and patient care.

    It can automate and optimize tasks such as data entry, document processing, image analysis and report generation, and free up more time for medical professionals to focus on higher-value activities.

    It can enhance the user experience and engagement of medical applications and platforms, such as telehealth, patient portals and health education, by providing personalized, interactive and adaptive features that are powered by natural language processing, computer vision and voice recognition.

    It can enable new possibilities and innovations for medical companies, such as creating virtual assistants, chatbots and avatars that can interact with patients and customers, or developing new solutions for diagnosis, treatment and prevention using deep learning and generative models.

Conclusion

Almost all industries can benefit from Adobe Sensei. For simple, intuitive, and reliable automation of workflows, Adobe Sensei is surely the go-to platform for various teams across the development cycles in enterprises today.

Having said that, it is also imperative that you partner with an industry expert who knows the technology well.

Embitel is a qualified enterprise with a skilled team who handle AI, Adobe Sensei, AEM services and cloud solutions efficiently. We come with 17 years of experience and cater to our customers located across the globe. We offer end-to-end assistance and post implementation 24/7 support.

For more information and a free demo, contact our team at sales@embitel.com


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Generative AI in AEM – How it is used, how it helps SEO and its Use Cases

Generative AI will soon become the differentiating factor between businesses.

What has made it the game changer today?

Generative AI (GenAI) empowers businesses to unlock new and innovative ways to boost their income, lower their expenses, enhance their efficiency, and manage their risks better.

Generative AI is a branch of artificial intelligence that can create new content such as text, images, audio, or video.

Generative AI is led by Large Language Models (LLMs). LLMs are huge deep learning models that are trained beforehand with huge data at their disposal. The transformer that they are based on is a group of neural networks that have an encoder and a decoder with the ability to pay attention to themselves.

LLMs have become essential for many domains that rely on web and visual communication, such as design, marketing, journalism, writing, consulting, customer service, and more.

However, many enterprises still struggle to deploy AI solutions at scale. There is excitement, of course, but there is also confusion and lack of knowledge about GenAI.

Adobe is one of the front-runners that has quickly embraced AI as a key component of its products like Adobe Experience Manager and demonstrated its potential at the Adobe Summit 2023.

Let’s examine AEM and Generative AI to help you adopt a more balanced perspective on this topic.

Generative AI Use Cases with AEM

Generative AI has many potential use cases in Adobe Experience Manager content management system that helps businesses deliver personalized digital experiences.

Some of the use cases are:

  • Content generation: Generative AI helps AEM users create engaging and relevant content for their websites, apps, or campaigns. It can write product descriptions, blog posts, headlines, captions, or summaries based on the user’s input or preferences.
  • Content optimization: GenAI enables to improve the quality and performance of your content by suggesting edits, enhancements, or variations. It can rewrite content to match a specific tone, style, or audience, or to optimize it for SEO or conversion.
  • Content personalization: It guides you to tailor the content to different segments, personas, or contexts. It generates personalized recommendations, offers, or messages based on the user’s behavior, preferences, or location.
  • Content moderation: The tool empowers AEM users filter out inappropriate or harmful content from their platforms. It detects and removes spam, profanity, hate speech, or fake news from user-generated content or comments.

How Generative AI in AEM Helps SEO?

In Adobe Experience Manager, Generative AI can help SEO by producing high-quality, relevant and engaging content for web pages, blogs, social media posts and more.

Some of the benefits of using GenAI in AEM for SEO are:

  • It saves time and resources by automating the content creation process and reducing the need for manual editing and review.
  • It improves the content quality and consistency by following the best practices and guidelines for SEO, such as keyword density, readability, structure, metadata and more.
  • It increases the content variety and diversity by generating different versions of the same content or creating new content based on user feedback, preferences and behaviour.
  • It enhances the user experience and satisfaction by providing personalized, relevant and engaging content that matches the user intent and context.

Generative AI in AEM is powered by Adobe Sensei, a framework that leverages machine learning, natural language processing and computer vision to deliver intelligent and creative solutions. Adobe Sensei can analyse large amounts of data, learn from it, and generate content that meets the specific needs and goals of the users and the businesses.

When is the Right Time to Combine AEM and Generative AI in Your Project?

Before integrating AEM with GenAI, here are some factors you should consider:

  1. The scope and complexity of your project. If your project involves a large amount of content, multiple languages, or diverse formats, generative AI can help you automate and streamline the content creation and delivery process. However, if your project is simple or small-scale, you may not need generative AI, or it may not be worth the investment.
  2. The quality and reliability of your data. Generative AI relies on data to learn and generate content. Therefore, you need to ensure that your data is accurate, relevant, and consistent. AEM can help you manage and organize your data sources, but you also need to verify and validate the data quality before feeding it to Generative AI models.
  3. The goals and expectations of your project. Generative AI can produce impressive and novel content, but it is not a magic solution that can solve all your problems. You need to have clear and realistic goals and expectations for what Generative AI can do for your project, and how it aligns with your business objectives and user needs. You also need to monitor and evaluate the performance and impact of Generative AI on your project outcomes.

Generative AI will require constant technological innovation at every level, as the underlying technology is expected to change rapidly. To leverage new capabilities and meet the high computing demands of Generative AI, a modern, cloud-based infrastructure and a data platform and architecture that span the enterprise will be crucial.

We at Embitel are equipped with an expert team who handle AEM services and Cloud solutions for our customers globally and bring 17 years of experience to the table. We offer end-to-end support for our customers with 24/7 support. For more information and a free demo, reach out to our team at sales@embitel.com


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Spotlight on Infotainment Apps and the New Era of In-Car Experiences

Category : Embedded Blog

In the world of connected cars, the journey is just as important as the destination.

Today, an average car buyer seeks enhanced in-vehicle experiences. They are willing to spend more to own a vehicle with connected technologies, comfort, and convenience features. Hence, car manufacturers have the important task of providing buyers exactly what they want – and are constantly redefining the boundaries of innovation to accomplish this.

So, it’s not uncommon to see modern vehicle interiors enhanced with –

  • AI-powered passenger and driver monitoring apps
  • Multiple dashboard displays merged into a single, sleek digital cockpit interface
  • Curved, shaped and adjustable in-vehicle HMIs with 3D graphics
  • Intuitive infotainment systems with advanced apps

Let’s focus on the last point above.

The role that in-vehicle infotainment apps play in transforming the experience of vehicle occupants should not be overlooked. In this article, we explore how far these apps have evolved and how they are catalysing exceptional user experiences.

What are Infotainment Apps?

Infotainment apps are the main channels through which the driver and passengers receive a range of unique services so that they stay informed and entertained during a journey.

After Google introduced Android Auto, users are able to access some of the apps residing on their phones via the in-vehicle infotainment systems. For this, the user would initiate Android Auto app on their smartphone and connect the phone (using Bluetooth or a USB cable) to the vehicle’s infotainment system. Once the pairing is successful, the apps available on the user’s phone can be accessed directly from the infotainment screen.

The infotainment systems in some newer models of cars are powered by Android Automotive – a dedicated operating system that Google introduced specifically for automotive applications. In such vehicles, an extensive assortment of infotainment apps resides on the IVI system itself.

Top car manufacturers who develop their own car operating systems are releasing custom-designed, advanced infotainment apps to their customers to ensure brand loyalty. For instance, Hyundai Motor Company and Kia Corporation have recently partnered with Samsung Electronics to implement seamless connectivity between mobility and residential spaces.

This solution enables owners of Hyundai and Kia cars to remotely control their home digital appliances through their vehicle infotainment systems. Likewise, they will be able to control various systems in their vehicles remotely from their home TVs or smartphone apps.

Automotive Mobile App Categories and Benefits

The common factor between all infotainment apps is that each one of them eases the journey of the user and elevates the travel experience to a whole new level. Let’s analyse the top 5 categories of infotainment apps:

  1. Navigation Apps – One of the most popular categories of infotainment apps is navigation or GPS apps. In the market, we see a wide range of these apps, as they can help drivers in traversing unfamiliar terrains to reach their desired location. Such apps also provide valuable real-time insights on traffic conditions and roadblocks, while also suggesting alternate routes to reduce the time spent commuting. These apps monitor the position of the vehicle and track it using GPS data. Maps are also integrated with these apps to guide the user.
  2. Music Streaming Apps – There are multiple music streaming apps being used by vehicle owners around the world. It is possible to listen to your favourite song online, without having to download it. The user can also put together their favourite music in playlists which can be accessed based on their moods.
  3. Parking Assistance Apps – Various innovative companies in the US and Europe have come up with the idea of developing vehicle parking assistance apps. When you are facing difficulty in finding a suitable parking spot for your vehicle in shopping centers, malls, theme parks, or any such crowded places, these apps can prove to be handy. Parking management apps make use of data retrieved from cameras, GPS, and real-time location to suggest the nearest parking slot available for the user.
  4. Bus or Train Ticket Booking Apps – In the mobility apps space, bus or train ticket booking apps are gaining popularity. Such apps give the user access to an online ticketing platform from where they can easily book tickets, without having to wait in queues at the counters.
  5. Car Service and Maintenance Apps – Vehicle owners need not worry about car maintenance schedules, as they will be reminded of a pending car service at the right time by these apps. Some of these apps also enable you to book an appointment with the car service company and they can pick up the vehicle from your residence.

What Are the Most Popular Infotainment Apps?

The most downloaded Android Auto apps in 2024 are as follows:

  • YouTube for playing videos
  • CARFAX for car care
  • Drivvo for car management
  • Waze for navigation and live traffic
  • Spotify for music playback
  • GasBuddy for gas prices
  • Google Maps for navigation and maps
  • Audible for audio entertainment
  • Pocket Casts for playing podcasts

The best CarPlay apps for iPhones in 2024 are mentioned below:

  • Amazon Music for music playback
  • Tom Tom Go for navigation and maps
  • Pandora for audio entertainment
  • TuneIn Radio for radio content
  • WhatsApp for messaging and communication
  • NPR One for updated news on the go
  • PlugShare for finding charging station locations
  • Spot Hero for locating and booking parking spots

Automotive OEMs and Their Proprietary Infotainment Apps

Apart from the apps listed above, some leading car manufacturers provide customized apps to vehicle owners to enhance convenience and establish brand loyalty.

For example, Skoda offers a bouquet of in-car infotainment apps for their customers. Here are a few of them:

  • Pay to Fuel – This application enables users to effortlessly make payments for fuel at petrol stations.
  • Pay to Park – This infotainment app allows users to search, select and make payment for parking spaces directly from the car.
  • Traffication – This app provides the driver information about the route and also notifies them of incorrect paths or directions.
  • Service Scheduling – This infotainment app allows the driver to schedule servicing for the vehicle with a Skoda service partner.
  • Digital Manual – This app is a digital version of the car’s manual. Vehicle owners have all the information about their car at their fingertips, even while they are commuting.

Similarly, sellers of vehicle parts have dedicated apps that enable customers to place orders and check inventories from the comfort of their homes.

Guidelines to Follow While Developing Infotainment Apps

Developing apps for infotainment systems entails much more work than simply coding for the specific OS. Mobile app developers who are proficient in developing applications for smartphones may not have the expertise to create these automotive apps. Since vehicle operating systems are not clones of mobile versions of Android OS or iOS, there are multiple unique factors to be considered when developing automotive mobile apps.

For instance, infotainment apps should operate in specific environments and on specialized automotive hardware. The design of the user interface should be such that driver distractions are minimal.

iOS and Android have released some guidelines (mostly related to safety and distractions) for developers building automotive apps:

  • The UI should be minimalistic with easy-to-navigate options so that driver distraction is minimized.
  • The amount of information displayed on the screen at a time should be limited.
  • The visual elements should have good clarity when viewed from infotainment screens in different lighting conditions.
  • The complexity and length of tasks should be short. This is based on the mandate that each off-road look at the gadget should not require more than 2 seconds of the driver’s time.
  • Since the usage of the gadget is limited to a single hand, the app should be designed to
    accommodate that.
  • The number of manual inputs needed to achieve an outcome should be limited.

Overall, the essence of these guidelines is that the information displayed by the app should complement the driving experience – rather than creating an additional layer of cognitive load on the driver.

Steering wheel buttons and voice assistants are great for assisting drivers in using their infotainment apps. However, there should be a fine balance between the excessive use of both. Too many interactions with the steering wheel buttons or infotainment screen can be distracting, while voice assist can be taxing for the driver.

In-Vehicle Apps Market Forecast

Automotive apps are essential for ensuring uninterrupted connectivity between a vehicle and the surrounding devices – such as mobile phones and wearable tech. A recent report from Verified Market Research shows that the global in-vehicle apps market size is expected to grow at a healthy CAGR of 8.59% between 2024 and 2030.

In-Vehicle Apps Market Forecast

Image Source – Verified Market Research

These apps promise vehicle occupants unbeatable driving experiences through the wide range of entertainment and information options that they provide. However, their benefits can be derived completely only if there is a dependable infrastructure established for communication.

Technological advancements such as 5G connectivity, extended reality (AR, VR, etc.), predictive maintenance, and remote vehicle management offer endless opportunities in this context.

Infotainment apps witnessed an exciting growth trajectory over the past few years. If you would like to stay updated on more such connected vehicle technology trends, subscribe to our blog.


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Essentials of Automotive Network Conformance Testing of CAN, LIN and Ethernet Protocols

Category : Embedded Blog


 

In the context of automotive electronics, the phrase “communication is key” takes on a literal significance. Every ECU on the CAN or LIN bus requires seamless, reliable, and time-bound communication to work properly.

Each network protocol serves a distinct purpose: CAN bus handles critical functions like engine management and braking, LIN manages simpler tasks like mirror adjustments, and Automotive Ethernet caters to high bandwidth needs such as infotainment and advanced sensor networks. Conformance testing verifies that these networks reliably perform their designated roles.

Consider the real-world implications of network failures in vehicles: a self-driving car might misread sensor data due to a network issue, leading to incorrect responses to road conditions. Or imagine an infotainment system failing to communicate with the ADAS features – these are not mere inconveniences but potential safety risks. Automotive Network conformance testing ensures that such issues are identified and addressed well before a vehicle hits the road.

As we advance into an era of vehicles that are not just transport tools but integrated technology platforms, network conformance testing is the safeguard ensuring that all ECUs of the vehicle communicate effectively. Conformance testing is the backbone of vehicle reliability and safety, standing as a non-negotiable requirement in automotive network system development.

But why are talking about it now? Aren’t CAN and LIN being used for decades now?

Yes, they are! But conformance has become even more relevant now.

Network conformance testing in the automotive industry has gained unprecedented importance due to the complex integration of advanced systems like autonomous driving and connected services in modern vehicles. This complexity demands rigorous testing to ensure effective communication and functionality. Enhanced safety standards, driven by increased automation, make the reliability and safety of vehicle communication systems more critical than ever.

Additionally, the need to adhere to stringent global regulatory standards is more pressing, as is ensuring the seamless integration and performance of components sourced from various suppliers. With the rise of connected vehicles, cybersecurity has become a paramount concern, necessitating rigorous testing against cyber threats.

Okay… we are done with stressing on how indispensable network conformance test is! It’s now time to understand what this test is all about! Let’s go..

Network Conformance Testing: An In-Depth Analysis

Network conformance testing stands as a critical process, ensuring that vehicular communication networks like CAN (Controller Area Network), LIN (Local Interconnect Network), and Automotive Ethernet operate reliably, safely, and in accordance with established standards. This in-depth analysis will explore the nuances of network conformance testing, delving into its technical aspects and the standards that govern it.

Network Conformance Testing is not a single-threaded task; it is a multifaceted process that touches every aspect of a vehicle’s network protocol. It begins with an in-depth understanding of the ECU information and the applicable test standards. What follows is a meticulous identification of test cases pertinent to the ECU’s supported features, ensuring a comprehensive evaluation across various scenarios.

The test begins from the physical layer, where the resilience of network cabling is tested against electrical interferences, to the data link layer, where the integrity of frame transmission is tested. Testing scenarios such as recessive and dominant states of CAN nodes, signal threshold voltages in LIN, and physical layer compliance in Ethernet are covered thoroughly.

The process encapsulates rigorous diagnostics services and timings verification, fault management, and, crucially, cybersecurity requirement verification. In an era where cyber threats loom large, the lock and unlock algorithms of ECUs, secure boot, and firmware integrity are also tested with the same way as the physical safety features.

Since, CAN, LIN and Ethernet are the most widely used network protocols in modern automobile, we will try to understand conformance tests specific to these three protocols.

  • CAN Conformance Test: A Multilayered Approach
  • At the core of a vehicle’s communication matrix, the Controller Area Network (CAN) facilitates the seamless interchange of information between various control units. The conformance of CAN and its flexible data-rate variant, CAN FD, across the network’s physical, data link, and diagnostic layers, is vital. Standards such as ISO11898 and ISO15765 are not just benchmarks; they are the pillars that support the reliability of in-vehicle communications, ensuring everything from engine management to safety systems functions without a glitch.

  • LIN Conformance Test: Precision in Simplicity
  • The Local Interconnect Network (LIN) may be simpler than CAN but is no less critical. Local Interconnect Network (LIN) serves as the cost-effective, lower-speed complement to CAN. While it may not handle the bulk of data that its counterpart does, its role in managing sensors and actuaries is crucial. Adhering to standards like LIN 2.x series and ISO17987, conformance testing for LIN ensures that even the simplest nodes in a vehicle’s network contribute to the overall harmony of the system.

  • Ethernet Conformance Test: The Future of Automotive Networking
  • Automotive Ethernet is a high-speed data transmission protocol that caters to the growing demand for bandwidth in vehicles. From infotainment to advanced driver-assistance systems (ADAS), Ethernet is the backbone that supports these data-intensive applications. By conforming to Open Alliance TC8 standards, automotive Ethernet is rigorously tested across all OSI layers, paving the way for innovations like firmware over-the-air (OTA) updates and autonomous driving.

The Significance of Conformance Testing in Automotive

At the heart of vehicular innovation lies the imperative to safeguard passengers. Network conformance testing is instrumental in ensuring the safety and reliability of vehicle systems.

By simulating real-world scenarios and stress-testing the communication networks—such as CAN, LIN, and Ethernet—engineers can identify and rectify potential failures before they occur. This is not merely about adherence to functionality; it’s a commitment to the passengers’ safety.

Through rigorous validation of the physical layers and data protocols, network conformance testing assures that critical systems, from brake controls to airbag deployments, are fail-safe and reliable, even under the most challenging conditions.

  • Compliance with Industry Standards and Regulations
  • Adherence to industry standards and regulations requires a robust conformance testing process. By thoroughly testing against established protocols such as ISO11898 for CAN or ISO17987 for LIN, automotive manufacturers can certify that their vehicles are not only meeting but exceeding the global benchmarks for network communication.

    In an industry regulated by stringent standards, conformance testing provides a clear path to compliance, ensuring that every vehicle network is robust against regulatory scrutiny and is engineered to the highest quality.

  • Enhancing Interoperability Among Diverse Components
  • As automotive systems become increasingly complex, the need for seamless integration between diverse components becomes critical.

    Network conformance testing ensures that different systems within the vehicle—ranging from simple sensor networks to sophisticated infotainment modules—communicate effectively with each other.

    This testing fosters a level of interoperability that supports the harmonious function of multiple vendor systems, reducing incompatibility issues and paving the way for advanced features that rely on cross-component communication.

  • Preventing Costly Recalls and Enhancing Brand Reputation
  • The implications of network failures in the automotive industry can be severe, including costly recalls that tarnish brand reputation.

    Network conformance testing serves as an early detection system, uncovering vulnerabilities before they escalate into larger issues. By addressing these issues early, manufacturers can prevent the financial and reputational damage associated with recalls.

    Furthermore, a consistent track record of high-quality vehicle networks enhances customer trust and solidifies the manufacturer’s reputation for reliability and excellence in the competitive automotive market.

Conclusion

Network conformance testing is an indispensable part of automotive solutions development that ensures vehicles are not only compliant with global standards but are also safe, reliable, and secure for the end-user.

Embitel offer specialized conformance testing services across various layers of CAN, LIN, and Ethernet systems. Embitel helps OEMs and Tier-1s in mitigating risks, streamlining certification processes, and safeguarding their reputation by bringing to market only the most reliable and robust automotive solutions.