Platforms (277)
by Jack Ganssle
jack@ganssle.com
Recently our electric toothbrush started acting oddly – differently from before. I complained to Marybeth who said, “I think it’s in the wrong mode.”
Really? A toothbrush has modes?
We in the embedded industry have created a world that was unimaginable prior to the invention of the microprocessor. Firmware today controls practically everything, from avionics to medical equipment to cars to, well everything.
And toothbrushes.
But we’re working too hard at it. Too many of us use archaic development strategies that aren’t efficient. Too many of us ship code with too many errors. That's something that can, and must, change.
Long ago the teachings of Deming and Juran revolutionized manufacturing. One of Deming's essential insights was that fixing defects will never lead to quality. Quality comes from correct design rather than patches applied on the production line. And focusing on quality lowers costs.
The software industry never got that memo.
The average embedded software project devotes 50% of the schedule to debugging and testing the code. It's stunning that half of the team’s time is spent finding and fixing mistakes.
Test is hugely important. But, as Dijkstra observed, testing can only prove the presence of errors, not the absence of bugs.
Unsurprisingly, and mirroring Deming's tenets, it has repeatedly been shown that a focus on fixing bugs will never lead to a quality product - all that will do is extend the schedule and insure defective code goes out the door.
Focusing on quality has another benefit: the project gets done faster. Why? That 50% of the schedule used to deal with bugs gets dramatically shortened. We shorten the schedule by not putting the bugs in in the first place.
High quality code requires a disciplined approach to software engineering - the methodical use of techniques and approaches long known to work. These include inspection of work products, using standardized ways to create the software, seeding code with constructs that automatically catch errors, and using various tools that scan the code for defects. Nothing that is novel or unexpected, nothing that a little Googling won't reveal. All have a long pedigree of studies proving their efficacy.
Yet only one team out of 50 makes disciplined use of these techniques.
What about metrics? Walk a production line and you'll see the walls covered with charts showing efficiency, defect rates, inventory levels and more. Though a creative discipline like engineering can't be made as routine as manufacturing, there are a lot of measurements that can and must be used to understand the team's progress and the product's quality, and to drive the continuous improvement we need.
Errors are inevitable. We will ship bugs. But we need a laser-like focus on getting the code right. How right? We have metrics; we know how many bugs the best and mediocre teams ship. Defect Removal Efficiency is a well-known metric used to evaluate quality of shipped code; it's the percentage of the entire universe of bugs found in a product that were removed prior to shipping (it's measured until 90 days after release). The very best teams, representing just 0.4% of the industry, eliminates over 99% of bugs pre-shipment. Most embedded groups only removed 95%.
Where does your team stand on this scale? Can one control quality if it isn’t measured?
We have metrics about defect injection rates, about where in the lifecycle they are removed, about productivity vs. any number of parameters and much more. Yet few teams collect any numbers.
Engineering without numbers isn’t engineering. It’s art.
Want to know more about metrics and quality in software engineering? Read any of Capers Jones’ books. They are dense, packed with tables of numbers, and sometimes difficult as the narrative is not engaging, but they paint a picture of what we can measure and how differing development activities effect errors and productivity.
Want to understand where the sometimes-overhyped agile methods make sense? Read Agile! by Bertrand Meyer and Balancing Agility and Discipline by Barry Boehm and Richard Turner.
Want to learn better ways to schedule a project and manage requirements? Read any of Karl Wiegers’ books and articles.
The truth is that we know of better ways to get great software done more efficiently and with drastically reduced bug rates.
When will we start?
Jack Ganssle has written over 1000 articles and six books about embedded systems, as well as one about his sailing fiascos. He has started and sold three electronics companies. He welcomes dialog at jack@ganssle.com or at www.ganssle.com.
Internet of Things is the perfect example of something being so simple and elegant yet being an astounding and breakthrough innovation in the modern era of disruptive technologies. This technology has already projected its influence over typical machine-based industries like oil & gas, automotive, manufacturing, utilities, etc.
However, IoT is not only beneficial for production-based companies but can also be used for practical applications in B2C businesses like tourism and hospitality.
Internet of Things in the hospitality business not only helps hotels and restaurants to improve their services but also empower their guests to enjoy exceptional hands-on experiences. It creates a network of connected devices that offer smart and autonomous experiences to the visitors.
Internet of Things offers a ton of possibilities to a hospitality business. Big hotel chains like Marriott and Hilton have already implemented this disruptive technology to enhance their generous services and provide their guests with out of the box experiences.
Below are some applications of IoT that a hotel or any hospitality business can use:
1.Guestroom Automation to Elate Customers:
After a long journey, guests expect a pleasant and warm stay from their temporary accommodation. They prefer a completely customized service as per their expectations and likings. Smart IoT solutions now empower hotels and guesthouses to provide their visitors exactly what they desire.
IoT allows the development of a centralized and connected network between different automated systems and appliances. For example, based on their desire and liking your guests can alter the luminosity and intensity of the lights from IoT based smart lighting solutions. Moreover, appliances can also conduct operations autonomously. For example, proximity sensors embedded in the room can detect the movement of the guest and turn on the coffee machine to brew the beverage.
You can also use this connected network to identify the preferences of your customers and use this information to surprise your customers with customized and personalized services the next time they visit.
Furthermore, hospitality businesses having their hotels in different locations can also share data about their customers in a common CRM to make sure that the guests come across the same experience in every branch of the hotel chain.
This cross-property integration allows hotels to keep their customers’ profiles in a centralized system that can be accessed distantly. IoT plays a crucial role in this as it enables a hotel to collect guest’s data and share it with its patrons via the common info management software.
2. Predictive Maintenance of Room Appliance:
The biggest disappointment for a guest is when they enter their previously booked room and find a leaky pipe or damaged air conditioner. These instances not only affects the immediate experience of the visitor but also the overall reputation of your hotel.
In order to prevent these situations, you can use the predictive analytics capabilities of the IoT solutions. Smart sensors and meters can be installed in appliances and pipeline networks to identify the possibility of unexpected breakdowns and malfunctions before your guest encounters them. These sensors will notify the room service staff about bottlenecks and enable them to fix the issue before it actually occurs.
This predictive analytics system can hence be used by hotels to improve maintenance systems and prevent sudden failure of any appliance in any of the rooms. This not only will help you to boost your customer service but also protect your hotel chain’s reputation from getting spoiled. Additionally, you will also save a lot of money that is generally spent to repair the broken equipment at a moment’s notice.
3. Guestroom Transforming Features:
The appeal of any hotel lies in its rooms. Primarily, it is the main aspect of a hospitality business that visitors’ book. Even if you give your users with relaxing spa vouchers or free-swimming pool amenities, they are more likely to be disappointed if you don’t provide them with best in class staying experience.
It is hence of utmost importance for any hotel to keep its rooms abreast with amazing features. One way to do so is by using devices powered with quintessential technologies that are capable of presenting an amazing experience to the guests.
Some of these devices include smart switches, electronic key cards, and voice assistants. Voice assistants Amazon Alexa can be programmed to specifically cater to the demands of the customer staying in the room. This IoT and AI-powered device will enable hotel staff to monitor the preferences and likings of the guests and provide personalized services the next time they visit.
4. Smart Solutions for Hotel management:
IoT not only empowers hospitality businesses to provide outstanding services to its guests but also manage other tasks related to its conventional operations. By using facility management services of IoT, a hotel can manage the consumption of its utilities and reduce the cost associated with its usage.
Furthermore, these solutions can also be used by hotels to manage inventory and optimize resource utilization. Hence, hotels can reduce their manpower and cut costs. Moreover, these services will also aid the business to increase its guest satisfaction through its unique staying experiences.
CONCLUSION:
The success of any hospitality business depends on the satisfaction it can provide to its guests. By using the technology of IoT and its features, a hotel can enhance its services and capture the heart of its guests.
IoT helps the hospitality business to enhance its services related to housekeeping and accommodation that in turn boosts the satisfaction of the customers. This also increases the reputation of the hotel chain which results in better business opportunities.
Business among all industry domains are adopting IoT solutions. According to Statista, the total investment in the Internet of Things (IoT) connected devices is projected to amount to 75.44 billion worldwide by 2025. To build your IoT solutions and connect devices you would need an IoT platform. Let’s see what IoT platforms are and how they can help you with your IoT developments.
IoT Ecosystem and IoT Platform
In order to understand the IoT cloud platform, first, we should talk about an IoT ecosystem. An IoT ecosystem consists of hardware (devices, sensors), software (software hosted in the cloud), connectivity (cellular, satellite, Wi-Fi) and a user interface (web application with dashboard). To unlock the true value of IoT we need to successfully integrate these components effectively.
The IoT platforms fall under either software or the IoT system user interface. With the advent of IoT with billions of devices are getting connected each day, that are able to compute, store and run multiple applications. This is where we need an integrated IoT platform.
IoT platforms help in connecting hardware or sensors, provide security to devices, handle hardware and software protocols, and collect, visualize, and analyze data the sensors/hardware collects. IoT Cloud platform as a service offers IoT devices and cloud computing capabilities.
There are several IoT cloud platform providers available in the market that helps in filling the gap between the device sensors and data networks. This can be divided into two types, the public IoT cloud providers and industrial IoT cloud providers. The public cloud services providers include the widely used cloud platforms like Microsoft, AWS, Google, and IBM.
The industrial IoT platforms include PTC- ThingWorx®, Bosch IoT Suite, GE-Predix, Honeywell’s Sentience, and Siemens’s MindSphere. Before evaluating the public and industrial IoT platforms let’s look at the factors we should consider while comparing the IoT cloud platforms.
Factors to be considered while comparing different IoT Cloud Platforms
The key factors that account for the selection of an IoT cloud platform depend on business and technical requirements. You should consider the Reliability, Scalability, Operations, Protocols, Hardware agnostic, Customization, Technology Stack, Cloud agnostic, Security, Support and Cost.
Evaluating the Top Public IoT Cloud Platforms
Amazon Web Services (AWS), Microsoft Azure and Google Cloud Platform (GCP) are public cloud platforms that have IoT-specific components. Let’s evaluate them in detail. We will compare the key offerings of Microsoft Azure IoT Hub, AWS IoT Core and Google Cloud IoT Core
Azure IoT Hub
Azure IoT hub is a managed platform as service (PaaS) developed by Microsoft for various industry applications. It acts as a central message hub for two way communication between the IoT application and device. Azure IoT hubs enables you to build desired IoT solutions with reliable communication among IoT connected devices.
It supports device to cloud and cloud to device communication with support for multiple messaging patterns for example device-to-cloud telemetry. IoT hub also enables you to easy monitoring of IoT solution and perform regular health checks and record events like device creation, device failure, and device connections. The developers can containerize the cloud applications and locally run them on the device using the Microsoft Azure IoT edge. Containerization provides you higher speed in delivery of enhancement and improves security by isolating from the host system.
Azure IoT Hub is a flexible cloud platform that supports multiple protocols like HTTP, AMPQ, and MQTT. It also supports numerous open-source SDKs like .NET, Java, JavaScript, Python and C.
Key Advantages of Azure IoT Hub:
- It offers a data warehouse for storing the device metadata searchable using a specific search query
- Support almost all the languages for device libraries
- Azure IoT hub provides extensive device connectivity and data management
- Enable easy and secure peer connection to other azure services
- Devices can use different network protocols to setup seamless interconnection
AWS IoT Core
AWS IoT Core is a managed cloud platform from AWS that provides a seamless and secure connection between billions of connected devices and exchange trillions of messages. AWS IoT core enables us to easily build and scale IoT applications like connected home to industrial solutions.
Talking about the security AWS IoT core provides automatic authentication when the device first get connected and enable end-to-end encryption throughout the connection. This means the data is kept safe and never exchanged between the connected device and AWS IoT core without user permission.
AWS IoT Core can be integrated with other AWS services like:
- Amazon Simple Storage Service—provides scalable storage in the AWS Cloud
- AWS Lambda—runs your code on virtual servers from Amazon EC2 in response to events
- Amazon Kinesis—enables real-time processing of streaming data at a massive scale
- Amazon Simple Notification Service—sends or receives notifications
- Amazon DynamoDB—provides managed NoSQL databases
Similar to the Azure IoT Hub, AWS IoT Core also supports HTTP, WebSockets, and MQTT protocol.
Key Advantages of AWS IoT Core:
- AWS IoT Core supports both standard and custom protocols. Using custom protocol can establish communication with the other devices even though they are using different protocols.
- With AWS IoT core you can easily onboard connected devices in bulk
- For secure connection among various devices AWS provides a device defender
- Alexa Voice Service (AVS) Integration for remote management of devices
Google Cloud IoT Core
Similar to the Azure IoT Hub and AWS IoT core, Google also provides IoT platform services within its Google Cloud Platform services space. Google Cloud IoT Core is a manage service that allows you to Cloud IoT core operates on Google’s serverless infrastructure which automatically scales in response to real-time events. Using cloud Pub/Sub, you can manage the coming from decentralized device to a single centralized system. Talking about the security, Google Cloud IoT core securely connect millions of globally connected devices through protocol endpoints using horizontal scaling and automatic load balancing.
Similar to other two platforms, Cloud IoT core also supports standard MQTT and HTTP protocols. This allows you to use your existing devices without many firmware updates.
Key Advantages of Google Cloud IoT Core:
- Google cloud IoT core allows you perform downstream analytics by publishing device data to Cloud Pub/Sub
- You can also perform ad hoc analysis using Google BigQuery or run advanced analytics and apply machine learning with Cloud Machine Learning Engine.
- With power of Google Maps you can locate the devices IoT connected devices in real time and track them with precision.
Evaluating Top Industrial IoT (IIoT) Cloud Platforms
An industrial IoT platform is a software that allows industries to securely manage all the connected things like devices, people, and system. While selecting the IIoT platform you should consider the following key factors like Device Integration Capabilities, Process Integration, Data Integration and Ecosystem Services. Many industrial players like General Electric, Siemens, IBM, PTC, Bosch, Hitachi, ABB, Cisco, and Schneider have developed application-specific IIoT platforms. Let’s briefly evaluate a few of them,
GE- Predix
Predix is a platform as a service IIoT based solution developed by General Electric. GE has developed Predix for factories to directly collect data from devices and store. GE Predix allows you to optimize assets and operations, reduce unplanned downtimes and provides real-time operational intelligence.
Siemens- MindShere
For industrial companies MindSphere offers set of pre-defined packages with tailored capabilities. You can securely connect your assets to MindSphere with auxiliary MindShpere products such as Data Capture Unit or MindConnect Nano which allows you to gather and transfer relevant machine and plant data. Using MindShpere you can collect all kind of sensor data from moving cars to geographic data.
PTC- ThingWorx®
ThingWorx® enables designers and developers to create and deploy connected solutions for embracing Industry 4.0. Using AR and digital twin you can create efficient and error proof production processes. ThingWorx® generates alters for system or device failure and also monitors the connectivity and operations for improving productivity and avoiding unplanned downtimes.
Bosch- IoT Suite
Bosch IoT Suite is the open source-based software IoT platform by Bosch. It provides easy access management and allows you to visualize digital representations of the IoT connected devices. It enables you to visualize all the data coming from diverse sources into a single dashboard.
With the advent of digital transformation, businesses are looking to leverage IoT for smart manufacturing and Industry 4.0. We saw there are many IoT cloud platforms in the market that provides customized industrial IoT solutions for various applications like remote asset management, predictive maintenance and connected operational intelligence.
Conclusion
IoT is perhaps one of the fastest technology that business is adopting to connect millions of devices. We see connected devices in home, cars, industries and they day by day they are getting smarter and efficient. In this article, we have evaluated many IoT platforms to kick start your IoT deployment. Choose the one that best suits your technical, application and business requirements.
IoT in Healthcare is believed to achieve that envisioned ‘Smart Healthcare’ as it led to establishing a digitized healthcare system. What could we expect from Smart Healthcare with IoT? Connected medical resources and healthcare services as experts in the industry believe.
However, is it feasible? Alternatively, are we still talking about an imaginary world of healthcare services and solutions?
Although we know the healthcare industry suffers from many healthcare inefficiencies, IoT is considered as a game-changer for the domain. Convenience, efficiency, and automation are all IoT stands for.
Did you know that Healthcare in America is grossly inefficient? Due to this, the cost of healthcare services is high.
However, technology got the back of Healthcare and continually pushing up the sector to deliver better services with higher efficiencies.
Recently, the healthcare industry has gone through a significant transformation with the impact of IoT. According to Accenture, the forecasted value of the internet of healthcare things is expected to be $163 billion by the end of 2020.
IoT in Healthcare has shown to add value to critical healthcare operations. It is also believed to offer greater efficiency and accuracy in the operations of healthcare providers.
Let’s look at significant areas of healthcare services where upgrading systems and processes with IoT could bring significance is delivering value.
- Remote Health Monitoring
According to a stat, remotely monitored patients be 36 million by 2020, up from 4.9 million from the year 2015. World’s population has already become dense, and in that healthcare costs continue to increase. Individuals, as well as organizations, are seeking new ways to reduce costs and improve patient care.
In a scenario like this, IoT emerged as an excellent tech help for the industry. Using IoT, the healthcare industry is becoming capable of providing new services and solutions through remote health condition monitoring. Devices are in-built with sensors and actuators and are capable of collecting and sharing digital data to other remote locations using the capability of cloud. It is helping the industry enhance the patient experience as well as the efficiency of health professionals.
- Emergency Notification Systems
Innovation in IoT increases the number of connected devices, and emergency notification systems are one of its results. Due to connected devices and convenience of data sharing in real-time all due to IoT, today’s emergency notification system helps Healthcare overcome the two most essential in-efficiencies: speed and reach.
Reach is essential in medical assistance. IoT not only helps healthcare institutions and professionals to act proactively but also enable them to speed up the assistance processes.
- m-Health
Smartphones, along with innovative apps, are the most convenient way to collect health data and provide care. Besides smartphones, medical devices connected using a wireless networks also considered a vital health tool. However, one can look up to data and control and give command using the applications provided in mobile devices.
With the help of it, the patient can be monitored at home. IoT in Healthcare allows medical practitioners; on the other hand, the ability to set a patient-specific monitoring threshold as well as machine response parameters. It helps the practitioner look up to his patient not just from a remote location but also take action as per the change in the patient’s health.
There are several advantages of mHealth, such as remote patient monitoring at home, out-patient tracking, home nurse scheduling, remote diagnostics, and lots more.
- Wearable Heart Monitors
Heart rate is essential about your overall health. Heart monitoring is one of the easiest ways to gauge how well your body is working.
However, people usually avoid giving notice of irregular heartbeats or pain in the heart as they have to visit the doctor. However, today, smartwatches and fitness trackers are built with technologies like heart rate sensors. It has made it easy to keep tabs on your ticker without seeing your doctor. However, they’re starting to do a lot more than track your data.
- Point-Of-Care Medical Diagnostics
Point-of-care diagnostics though offered portability but lacked in delivering personalized and quick care — however, Point-of-care medical diagnostics with IoT.
Lead the industry towards smart and connected point-of-care that ensures personalized care and complete security at a global scale. It represents an excellent opportunity to provide sensitive, rapid, low-cost connected diagnostics through point-of-care medical diagnostics.
IoT not only helps patients and medical practitioners but also affects health insurance processes for better.
Connected devices have disrupted healthcare insurance completely. IoT based monitoring systems let the experts determine the trend in Healthcare. It enables them to come up with new strategies, i.e., replacing long-term health plans with short-term solutions explicitly designed as per individual needs. However, it needed precise data sets, and here, IoT in healthcare devices helps them collect. Having precise data, health insurance companies fine-tune their policies, and it also minimizes risks of losing funds due to unforeseen scenarios.
How IoT Exactly Helps?
Insurance firms are using monitoring sensor-based solutions which are today upgraded to perform IoT functions. These devices or solutions are biosensors, connected health devices, your Fitbit or other wearables along with mobile apps as a product in their insurance policies for monitoring and tracking your health factors, including customer behavior, identify kind of care needs to be served to a particular patient/customer.
This also helps policymakers design the bill accordingly and help them meet their target customers as well as their needs.
Having intensive and accurate data-set collected from IoT-powered health devices, health insurance companies are comprehensively stressing on the following processes for being predictable and forwarding with their policies and solutions foster customers spent more and more due to personalization.
Monitoring – Companies leverage IoT solutions and track patient behavior closely, such as their minute’s activity, and habits of day to day life. Smartphones, wearables, and other connected devices help companies significantly to collect data. They later consequently analyze the data to come up with predictive decision making.
Care optimization – Insurance companies also work closely with healthcare givers. You only get money once insurance claims are approved by the medical institutions.
IoT in Healthcare enables insurers to optimize your complete care. It helps customers avail exciting discounts on insurance premiums. Companies look up to IoT data along with analytical tools, and AI applied tools to have aggregated data.
With the help of analytics, insurers can quickly tracks which clinical processes would have a better impact on the patient’s wellness.
Payment – Payment systems are highly complex and often consist of multiple payers, insurance firms, government, and patients. In such scenarios, the industrial IoT system that provides real-time data as well as accessibility to enable care providers to get compensation for their services on time.
Having IoT in Healthcare, the industry can answer and overcome from in-efficiencies, such as:
- Waiting Time
IoT in Healthcare could significantly help reduce waiting time to get care. Availability of IoT powered devices lets the patient stay at home during the entire process. Even they don’t have to pay for an in-person visit to the doctor.
With IoT, a patient no longer needs direct medical attention; thus save himself from the stress of transportation, waiting times, and unnecessary additional tests. Therefore, no waiting time for healthcare assistance.
- Lost Time Accounts
A medical practitioner can’t recommend or suggest any healthcare support or service without looking into medical reports. Medical reports are essential, but it is challenging to keep them save and carry all the time. IoT that let the medical devices get access to data in real-time allows medical professionals to look up to patient’s information and reports.
It eliminates Lost Time Accounts from the process, thus fosters faster health support.
Wrapping Up
The future of Healthcare undoubtedly include IoT. Also, it is inevitable that IoT revolutionize the healthcare industry in several unexpected ways.
Internet of Things (IoT) is becoming one of the most popular technology aspects that get implemented practically. As IoT promises to provide excellent services and delivers support for powering the interconnected devices and automate the systems without any human intervention, the use of IoT is promoted and encouraged among businesses and individuals alike.
And this has given rise to the enormous growth of the IoT industry that leads many companies to start providing services in the same sector. The IoT industry is estimated to grow around 1.6 trillion U.S. Dollars by 2025. The continued progress of this technology leads to increased development and asks for excellent support. And developers can benefit the most from it.
IoT Development: Challenges and Solutions
The resources required for developing IoT-enabled devices are accessible to reputable firms and popular companies who hold the power to invest time and money equally. However, there still are frameworks that help in developing excellent IoT-enabled solutions without costing much.
IoT development with excellent resources still has to answer challenges and issues that any normal development faces. Lack of enough skills, security and privacy concerns, device compatibility, and more are the challenges that IoT development usually suffers from.
However, using the excellent support that multiple IoT frameworks deliver, it becomes easier to overcome these hurdles and produce the best results. While you can always rely on delivering exceptional results, the use of multiple frameworks provides excellent services that developers are looking forward to.
4 Excellent Open Source IoT Frameworks Every Developer Can Use
Here are the best open-source IoT frameworks that can be used to deliver excellent IoT-enabled solutions that encourage extended use of the IoT networks.
1. ThingSpeak
ThingSpeak allows for IoT analytics with its cloud supportive features that make it easier for you to analyze the live data. It supports MATLAB code that a developer can write and perform actions on the live data streams. It includes different functions like data visualization, preprocessing, analysis, and more.
The functions included in ThingSpeak are:
- Location Tracing
- Information distribution through public channels and gathering through a private channel
- Includes cloud support
- Online analytics of data to identify patterns and relations
- device executions supported through command schedule
- Social sharing support through Twilio and Twitter
- Alerts for every reaction
It allows one to prototype an IoT system in advance before they start the development. The analytics and data generated through ThingSpeak are incredibly reliable as the tool enables performing the best operations and delivers excellent results to make your IoT system full proof. The tool is open-source, and the latest update R2019b has been released in January 2020.
2. DeviceHive
DeviceHive is one of the popular and out-of-the-box tools most developers are searching for. The tool is open source, and hence there are many contributors ready to guide you through the usage of it. The prices are decided based on the customer requirements, but the performance of this tool is enough to explain its wide popularity.
DeviceHive includes functions that encourage excellent solution development. The functions and features offered by DeviceHive are:
- It supports WebSocket APIs, REST APIs,and adds MQTT API as a plugin.
- Allows testing the installation- using Swagger, and API developer tool.
- Includes support for multiple client libraries- Node.js, Python, Java are the primary ones supported through DeviceHive.
- Supports Android, iOS devices and other libraries
- JSON messages are used for efficient communication among devices.
- Includes support for Docker and Kubernetes installation and deployment.
DeviceHive is ultimately an open-source micro-services architecture encouraging platform that allows to control and test IoT systems under different circumstances. DeviceHive can be customized as per the business needs, and charges are calculated as per the requirements. Moreover, it includes support for public, private, and hybrid clouds and makes the management easier than ever.
3. Thinger.io
Thinger.io allows for connecting and prototyping the tools that are added in the IoT system a developer is developing. The tool provides excellent support to every software development company that aims to create an IoT system by connecting multiple devices altogether.
The features included in Thinger.io are:
- Support integration of multiple devices of various manufacturers.
- A freemium account for a lifetime that allows free access for prototyping, which later can be put in use by using premium servers.
- Most of the code modules are available in Github for free with MIT license. Therefore, it becomes easier to start from the basics.
- Easier programming, as only a few lines of code, is required to connect devices in the network and form an IoT system.
- The platform is entirely white-labeled. Hence, it can be updated according to your requirements; colors, fonts, names, and more.
- Includes cloud support.
- Allows real-time data retrieval and analytics to perform better operations according to the needs.
Thinger.io is an excellent tool that provides support for your every IoT need. The platform helps scale and manage the products of the IoT system and prototypes everything to allow efficient management and conclude the right way to perform the programming. It will enable multiple plugin inclusion that builds an extensive system supporting every need and creating a great impression over the users.
4. Zetta
Zetta is an open-source API-dedicated framework that is first of its kind and delivers excellent support for building IoT infrastructures. It helps manage the continuous streaming of data to provide excellent information exchange services. It includes a data visualization facility, but the primary advantage of using Zetta is its support for reactive programming.
There are multiple features integrated into this platform to support excellent data exchange:
- It comes for free
- Easy deployment among numerous cloud vendors
- It can display notifications and can fire queries
- The data collected can be shared among other analytics platforms easily
- Based on Node.js and hence, is easier to operate
Zetta is an IoT dashboard that is not very popular for development practices among the developers. However, the followers and users of Zetta are extremely satisfied with the performance of this tool. As it produces the best results for the IoT universe and its applications, Zetta is one of the favorites of developers who have already used it once.
Conclusion
There are many open-source frameworks available in the market apart from the discussed. However, based on the choices of expert developers, these tools are great at providing excellent results without demanding higher amounts. The primary benefit of using open-source tools is that there are contributors who support and promote the use of them by introducing changes and solutions to problems.
However, data security concerns remain questionable when using these tools. But the performance delivered through these tools is excellent. Based on the requirements and deadlines assigned, these tools provide excellent support and encourage the profound development of solutions that promote the use of IoT in everyday life.
The dynamic shift towards a digital and intelligent world has led to the emergence of various new and high-tech technologies. Among these innovations IoT stands above the rest, evolving at a remarkable rate, and providing benefits that were never seen before.
The hype of this technology is so immense that even cost-intensive and conventionally operating industries like oil & gas and manufacturing have started adopting it. It wasn’t just the hype that made IoT prevalent all around the industrial spectrum. Its benefits in the fields of remote monitoring and telematics were the main factors that helped it to become a recognized disruptive technology that connects the entire world.
Even though the Internet of Things has not reached its full potential yet, its benefits, especially for industries, cannot be underrated. One such industry that has benefited the most from the implementation of IoT is the industry of logistics.
Logistics companies play a crucial role in facilitating the transportation of goods from one location to another. IoT technology helps these companies to streamline their business processes and enhance visibility in the end-to-end delivery of products.
IoT in Logistics:
IoT devices are expected to reach a benchmark of 50 billion devices by the end of this year and the logistics industry will own the majority of them.
In 2016, the largest chunk of the entire global market presence of IoT was garnered by the segment of transportation and logistics. The global connected logistics market is again expected to grow by a CAGR of 30% until 2020.
Clearly, logistics is among the biggest playfields for the cutting-edge technology of Internet of Things. Companies in this vertical are leveraging the benefits of this technology to optimize their process execution practices and improve their overall efficiency of delivering the shipment.
IoT mainly revamps the two major verticals of a logistics industry namely warehousing and delivery. Both these segments take care of the goods while they are stored or delivered respectively. Let us explore the benefits of IoT in both these segments.
Benefits of IoT in warehousing:
1) Advanced Security and Safety Systems:
Keeping assets secure from theft is an essential aspect of any warehouse management system. IoT creates a secure environment via its advanced surveillance system that allows warehouses to keep their goods and articles secure from robbery.
Along with HD cameras and proximity sensors, IoT creates a complete surveillance system that allows warehouses to quickly detect theft. The handlers of warehouses can also gain alerts about theft in the form of a video from remote locations, which gives them ample amount of time to take necessary actions and contact the concerned authorities.
Furthermore, IoT also allow a logistic business to ensure the safety of their valuable workers and employees by reducing the possibilities of accidents. By monitoring the condition and performance of their heavy equipment and machines, companies can predict possible failures that can result in catastrophic situations.
2) Improved Quality and Performance:
IoT creates a connected infrastructure in the warehouses through RFIDs and sensors. These devices help a company to monitor parameters like temperature and humidity that can deteriorate the quality of the goods being stored in the warehouse. The connected ecosystem allows a warehouse to create a suitable environment for goods, whose quality depends on the environmental conditions.
Moreover, this ecosystem also helps logistics to boost their overall efficiency and improve the execution of different processes. Warehouses have clear visibility into their inventory levels that help them to manage their buffer stocks. Furthermore, the RFID tags help handlers quickly identify the location where the items are stored and get them prepared to be shipped at a moment's notice. Hence, all the tasks in the warehousing are optimized which results in boosted performance.
Benefits of IoT in Delivery:
1) Vehicle Tracking:
Delivering products to their destination is the primary purpose of any logistics company. Fleet vehicles like trucks are hence their most important assets. By using IoT capabilities, logistics companies can track their vehicles from remote locations and ensure timely cargo delivery.
This vehicle tracking makes use of GPS location tracking to identify the location of trucks while they are traveling. Logistic companies can remotely monitor:
- driving habits of drivers,
- weight of the truck,
- preferable trailer conditions in which cargo is being delivered,
- truck condition and performance.
By measuring and analyzing these parameters, logistics companies can make sure that the goods are being delivered safely. Moreover, these companies can use the data to reduce fuel costs, conduct on-board diagnostics, and ensure timely shipment delivery.
2) Predictive Analysis:
As we discussed above, IoT allows logistics companies to analyze data and develop useful insights. By using predictive analytics features, companies can get notified about probable component breakdowns or engine failure of a truck that can affect the delivery of items on time.
The data related to the route taken by the trucks, their speed, and road conditions can also be processed to determine the best routes for the fleet. Additionally, this feature of IoT can also be used to detect inefficiencies in the trucks and detect unexpected malfunctions that can delay the delivery of products.
CONCLUSION:
Logistic companies are now leveraging the technology of Internet of Things to boost their operations and gain visibility over their end to end supply chain. This transparency is further enabling them to keep a track of their goods, whether they are stored in a warehouse or are conveyed via fleet trucks.
This further helps these businesses to enhance their process execution and provide timely delivery services to their customers.
With ever increasing human population, urbanization, and connected digital lifestyle, many energy companies are now focusing on developing sustainable energy management and conservation solutions. Today, smart grid solutions or IoT solution for grid infrastructure is playing a major role in developing many use-case based energy conservation solutions, by connecting disparate platforms in home automation, building & infrastructure automation, and transmission & distribution systems. An IoT gateway for a grid solution can quickly help in connecting and transitioning the existing devices infrastructure, even legacy systems, to securely connect to any smart grid infrastructure, thereby enabling a highly scalable solution for energy conservation projects.
What is the role of IoT gateways in home & industrial grid systems?
- IoT gateway enables a wide range of connectivity to HAN or BAN (Home Area Network or Building Area Network) protocols like ZigBee, Bluetooth, Wi-Fi, BACnet, and LAN. Devices or sensors can connect to the gateway which in turn connects to the cloud. This allows the user to access the sensor data remotely through their mobile devices from any location at any time.
- . It collects energy consumption data on real-time from devices, and this data is later analyzed by gateway that is connected to AMI via HAN. Gateway escalates necessary output or command message to the control system. The message can be an alarm, HVAC control message or any other utility management commands. It enables communication between devices and AMI system. Combination of AMI connected to the HAN or BAN and an IoT gateway results in a smart grid system.
- It helps in analyzing energy utilization of each device, which aids the user in managing device up/down time. Users can access historical data from the cloud – insights such as which device consumed more data and at what time of the day, and accordingly they can optimize their consumption of energy.
How an IoT Gateway helps in business analysis of Transmission & Distribution / Utility companies?
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- IoT / Industrial IoT gateways provides utility companies with a broader view of their energy distribution patterns, by enabling high connectivity and real time analysis of resources.
- It enables to develop a Demand-Response mechanism for the utility providers to optimize energy distribution based on the consumption patterns.
- Collects data from all AMI systems that are connected to that utility provider and gives analytical results on high and low energy consumption periods. Accordingly, utility providers can utilize insights from analytics to predict peak load times and enable dynamic pricing options.
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- It collects energy data from the sources (Wind, Solar etc.) which are generally variable and non-static and provide a cumulative energy data statistics to utility providers so that they can accordingly distribute the power to substations. In power grid systems, a substation is the key point of energy distribution. The gateway provides connectivity between substations via LPWAN (Low Power Wide Area Network) that helps in maintaining a continuous energy flow.
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- There are gateways connected at both the levels – consumer (AMI) and Utility (Substation). At AMI level, gateway allows distributed edge computing and forms fog computing nodes at substation level. When these gateways are clustered it allows the utility companies to develop a distributed fog computing network. Clustering of Gateway also enables inter-gateway communication, providing benefits of horizontal and vertical scaling. For example: If one gateway that is associated to a grid substation fails due to the excess load or any other malfunction, it can transfer the running application container to another substation gateway. This results in the reduction of system failures. Fault identification and solution for the same can be done in minimal time period. That enables dynamic control on the substations at bigger levels – like city, state or may be at country level for the better grid system.
- It enables predictive maintenance of the system. It sends notification to utility companies on the faults identified in the system that would need a quick response. Gateway enables interoperability, provides a wide range of protocols that ensure connectivity to most of the grid components.eInfochips helps energy and utilities companies with IoT Gateway and DLM engineering solutions and services, to quickly transition their existing devices and legacy systems into smart systems.
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A network of physical objects interconnected through computing devices like machine appliances, digital devices, objects, vehicles and uses APIs (Application Programming Interfaces) and sensors to exchange data and connect with the internet is known as IoT or Internet of Things.
IoT platform connects the virtual and the real worlds. It helps the companies in managing IoT devices, connectivity, security, linking devices to back end system, collecting device data, building & running IoT apps as well as ensuring IoT interoperability.
According to a survey, approx. 75 billion devices will be IoT enabled by the end of the year 2025.
Also, in the coming 5-6 years, the world will witness an investment of near $ 6 trillion on IoT out of which at least $ 3 trillion is expected to be invested in the health care industry for IoT.
And why not? The experts are also of the same viewpoint that by the end of the year 2020, approx. 90 % of the health care industry will adopt IoT. Generally speaking, IoT has already made its way to the homes of general people through Google, Amazon, Alexa, etc.
Almost all the IoT enabled devices to have:
- A device or a sensor;
- Data processing unit;
- A connecting unit;
- User interface.
Challenges Faced By The Health Care Industry
The health care industry faces constant challenges. No compromise is entertained when it comes to health.
The number of deaths occurred due to delay in treatment or delay in the ambulance approaches, in the prevalence of road jam are recurring and very common.
However, these untimely deaths can be prevented by enabling IoT in house treatment in the health care industry.
The devices that are capable of monitoring heart rate sleep cycle, energy expenditure can be helpful in the timely detection of the problems arising in the human body.
In other cases, the risk of infection post-surgery is a real threat to the life of the patient, and the result can be anything from a prolonged hospitalization to even death.
The other problems faced by the health care industry are health monitoring, timely detection of health problems, tiresome diagnostic techniques, inappropriate ambiance, inaccurate measurements, human error, etc.
Although health care is relatively slow as compared to financial or other industries in the incorporation of IoT devices, 40 % of health care is already using IoT.
The slow growth is due to the following reason:
- The methods of health care go through rigorous tests.
- Security in health care is still a significant concern for the devices that are enabled with IoT.
Even the hurdle remains, yet the speed and connected health care are growing each day progressively.
Health care service providers need to innovate and plan for digital transformation and reach in those areas where there are not enough health care systems and professionals.
The industry needs a reliable communication network partner to provide mobile and cloud connectivity. IoT App Development Company should take care of this issue.
Now the question arises as to how IoT Is Transforming the Health care Industry? Following are attributes and contribution in the health care industry:
In the coming years, IoT devices such as Coagulation testing and Activity trackers will adopt the world of connected things with a common platform from handheld devices to medical equipment as well as health records. The capability of IoT is inexhaustible for these devices.
The potential to efficiently manage the health of the patient as well as monitor and track the problems is saving valuable seconds of the life of a patient, without having to visit the hospital.
With the help of IoT, the health experts can give a distant and remote diagnosis to the patient. Also, they can track medical assets that provide quality care instantly and manages health care efficiently.
With the help of Wi-Fi and sensors, the ability to locate the correct section in a hospital has become easy for patients as well as health experts.
Almost all the health experts who have already adopted the IoT enabled services do believe in the crucial benefits of it.
They think that the benefits will be to control and monitor sensors and medical devices from a patient’s heart monitor to his or her temperature gauges; the real-time data exist in health care.
Further, patients and staff can securely manage IoT data by creating an effective as well as a safer environment through a standard application on mobile devices.
Perpetual Collaboration
Continuous collaboration amongst health experts and patients is imperative for health care organizations. By providing access to non-core data and applications to them whenever they need, will boost up the productivity level and will help in enhancing efficiency.
When it comes to diagnostic accuracy, WCE short for Wireless Capsule Endoscopy comes into the picture.
The process involves the patient to swallow a small capsule camera that can record the patient’s internal organs.
It has the potential to capture specific parts of the gastrointestinal tract that are not visible otherwise through diagnostic procedures.
Also, it can detect bleeding in the gastrointestinal tract, which is not possible through traditional methods.
Maintenance of Cordial and Healthy Relationships
The health experts have to take special care to manage the risk by protecting the record of patients and other crucial data against external exploitations.
This refers to ensuring the service continuity and no disruption in the event of a breach of trust. Many experts are saying that you can combine IoT with Android & iOS apps as well.
It will help you to reach out to more and more people and also make use of this wonderful trending technology.
A Flourishing Transformation
Hence, IoT is indeed a boon not only for health care but almost every industry that is capable of enabling its services through IoT.
Its current pace of growth in health care is hopefully best for this domain. IoT health care means an efficient and more accessible patient care experience.
It allows staff to do their work in a better way, and this is the reason why 80 % of health care experts forecast that IoT is going to transform the industry in a better way.
With global network connectivity and infrastructure, it is high time for other health care providers to adapt and offer IoT enabled services to the patients nationally as well as internationally.
While the earlier decade was all about data communication and internet proliferation, the economy of the next few years will thrive upon digitization of systems, where we will encounter implementation of smartness into everything i.e. smart home, smart city, smart appliances, smart retail, etc. The demand for smart home appliances is increasing due to numerous advancements and adoptions of digital technologies in everyday life. According to Sandler Research, the global at a CAGR of 23.48% during the period 2016-2020.
Adoption of digital technologies in home appliances
IoT solutions is one of the key focus areas of digital transformation projects in the consumer electronics and home appliances industry. With the addition of smart devices and appliances, and with capabilities in sensing, connectivity, and data transmission, people can interact, collect, and analyze highly valuable data to automate various operations at home, which were previously performed manually.
Let us take a look at how smart appliances enable the digital home:
Smart Appliances using Artificial Intelligence (AI)
Today, technology has evolved to such an extent that there’s a possibility to design meaningful collaboration between humans and machines, primarily due to advancements in AI. Moreover, digital assistants, also called virtual assistants, work on voice-controlled AI, which can do functions like searching the internet, making calls, and connecting to other devices. These assisted devices can be embedded into smartphones or can also be used as a standalone device. This is a great approach to enhance and automate with working of home appliances.
A few scenarios of utilizing AI in appliances are listed below:
● Smart Washing Machines
Using AI techniques in washing machines, washers can autonomously regulate the washing strength and detergent to be used according to the load weight and the type of fabric. It can also automatically send an alert when detergent is out of stock. By adopting such technologies, users can reduce approx 30% of detergent and power consumption while increasing the cleaning power and thus saving energy.
Another scenario where deep learning and interoperability of smart appliances can be used is to learn the daily schedule of the user and work accordingly. For instance, if the user sets a gym workout on his/her calendar, the washing machine will set gym clothes setting on when he/she returns. Apart from this, using the ‘fuzzy logic’ system, the machine can ensure that once we press the start button, smart sensors automatically detect the laundry load and water level.
● Smart Refrigerators
An efficient solution can be developed using AI technology, which can easily track all the activities through a connected mobile application. Also, round the clock troubleshooting and diagnostics can be offered by monitoring the energy usage and usage patterns of the appliance.
Using a deep learning algorithm, we can remotely monitor and recognize food items inside the refrigerator. The whole information can be automatically stored into an inventory list, which will let the user take a note of everything in the refrigerator from anywhere. In addition, it will let the user select any item in the fridge using AI assistance and view relevant recipes that can be made with that item. A smart fridge can also let the user create shopping lists, upload photos using smartphones, and check inside the fridge to get an idea about things that are out of stock. Users can also monitor the temperature inside the refrigerator and freezer.
In a smart home system concept, all appliances should be inter-connectable. So, when a user selects a recipe on the smart fridge, AI assistance will automatically communicate this with the smart oven and begin the pre-heating process.
● Smart Speakers
Smart speakers are the most trending devices that make use of machine learning and artificial intelligence. Technically, any speaker that is capable of doing anything beyond just sound can be labeled as a smart speaker. Wireless speakers such as Amazon Echo or Google Home feature voice recognition software, Bluetooth, NFC, and speakerphone. All of these capabilities can be controlled by mobile apps, making them smart. Smart speakers can be controlled using voice commands to do various tasks such as create a playlist, turn on reminders, make grocery lists, and even search the web.
● Smart TVs
We are all familiar with Smart TVs that are Wi-Fi enabled and work with streaming sticks. AI-powered TVs are gaining popularity nowadays, as they come with new features like voice command, which can understand the context of a conversation using Natural Language Processing (NLP). These NLP algorithms help in understanding the intent of the query before providing a search result. It also supports mobile assistance, where we can view the same content on smartphone and on TV, thus delivering a better user experience.
Security System
● Door Lock System
Using remote assistance and smartphone connectivity, we can see if the doors are locked and accordingly update the family or friends. We can be notified when someone opens the door using a key or phone. All these door locking functions work on mobile-enabled technology, which improves the overall safety of the home premises.
● Smart Camera
Smart cameras are the most important factor in home security since it can monitor the minute activities of home as well as the surroundings. With the advanced function of smart cameras, we can record & live stream the critical areas of the home, 24/7. Also, the motion detection feature of smart cameras personalizes and alerts any movements in the vision zone, based on the availability or non-availability of residents in the home.
Remote Assistance
Energy Saving
The feasibility of remote connectivity and access through smart meters provides the functionality to track the electricity consumption and send information in real-time to a smartphone. We can remotely monitor electricity when appliances are not in use and cut off the power in order to save the electricity.
For example, a user can remotely control a smart washing machine via an app that alerts the user about the washing cycle progress, errors or threats, and the energy rate on demand.
In the washing and drying process, a user can monitor the cycle of a smart washer, energy consumption, and can get notified when the drying process is finished, using a remote application.
Using the smart grid technology, homeowners can save money by operating appliances during off-peak times, eliminating the need for the power plant to generate more electricity.
Baby Monitoring
Baby monitor ensures that the parents keep an eye on the baby during naptime, or whenever they step out or are away from the baby for a moment. A baby monitor is a two-piece device with a transmitter that stays in the baby’s room. The receiver is with parents, who can then monitor the baby through sound or video.
Most of the baby monitors are now Wi-Fi enabled or support 3G/4G network. This allows the smartphones to safely and securely transmit data and allows parents to easily check the status of their baby.
Robotic Cleaners
Dust is the common origin of causing allergies across the world. In a recent study, 63 percent of people agree that their house is not as clean as they would like it to be. After spending 8 to 10 hours at work, people hardly find time to clean their house. Also, not many prefer to hire someone to get the cleaning done. Here robotic cleaners can be used. Robotic cleaners can automatically clean the tight and usually overlooked spaces that are hard to access in traditional ways. This reduces the chances of falling ill, thus saving money that would be otherwise spent on additional help or medical bills.
The largest barrier to smart home electronic adoption is technological fragmentation within the digitally connected home ecosystem. Currently, there are many standards, networks, and devices used to connect the smart home, creating interoperability problems and making it confusing for the user to set up and control multiple devices. Interoperability will be the key to making the smart home a reality and transforming the landscape of connected consumer products.