British Antarctic Survey Leverages Ruggedized Data Transport
Antarctica inhabits a unique place in the human exploration mythos. The vast expanse of uninhabitable land twice the size of Australia has birthed legendary stories of human perseverance and cautionary tales about the indomitable force of nature. However, since those early years, Antarctica has become a rich research center for all different kinds of data collection – from climate change, to biology, to seismic and more. And although today there are many organizations with field stations running this data collection, the nature of its, well, nature still presents daily challenges that technology has had a hand in helping address. Can You Send Data Through Snow? British Antarctic Survey (BAS) – of recent Boaty McBoatface fame – has been collecting data from its field station network for more than 60 years. Over that time, BAS has become a global leader for polar science and polar operations, collecting data on sediments, ice cores, the polar atmosphere and the ever-changing ice shelves – all of which are vitally important for helping predict the climate of the future. To collect this data, BAS required a network that could reliably transmit it in what could be considered one of the harshest environments on the planet. This means deploying GPS equipment, motion and atmospheric sensors, radios and more that could stand up to the daily tests. In order to collect and transport the data in this harsh environment, BAS needed a ruggedized solution that could handle both the freezing temperatures (-58 degrees F in the winter), strong winds and snow accumulation. Additionally, the solution needed to be low power due to the region’s lack of power infrastructure. The Solution BAS found that FreeWave’s 900 MHz radios could handle this myriad of requirements. The organization deployed 19 radios across its network, each connected to a remote GPS station containing sensors that track the movement of the Brunt Ice Shelf near one of the primary research stations. The GPS sensors determine the Shelf’s position and dynamics before sending the data back to the station. There are several other specs that make the deployment of these radios operationally viable for British Antarctic Survey, but to find out more check out our case study with all the details: https://www.freewave.com/case-studies/british-antarctic-survey/!
IIoT Top News: Internet of Things Growth Continues at Dizzying Pace
The Industrial Internet of Things, or IIoT, has fundamentally transformed the way organizations not only conduct business in their current day-to-day operations, but also has changed the way businesses plan for the future. The explosive growth in data, and the corresponding business decisions driven by that data, is causing a massive ripple effect through the industry and is driving hyper-growth in software, hardware, cloud services, security and integration platforms. Here are some of the recent headlines in IIoT that are shaping the landscape. IIoT’s Growth Shows No Signs of Slowing A recent report released by ABI Research and published by Fierce Wireless forecasts that industrial manufacturing applications will generate more than $138 million this from cellular and satellite connectivity fees alone. Driving this massive fee generation is the expectation that the IIoT will exceed 53M installed connections in 2017. The largest marketplace for this activity is the Asian-Pacific region, where an additional 5 million connections are expected over this year. IIoT Security Concerns Increase While the IIoT is experiencing massive growth, new security concerns continue to arise. A new study from Tripwire published in IoT Tech News sought insight from 400 IT professionals who describe security as a “significant” part of their job. Of the respondents, over 50% say they do not feel prepared for security attacks that exploit unsecured IIoT devices. 94% of those same respondents believe that the IIoT exposes their organizations to increased vulnerability for cyber attacks. Robert Westervelt, security research manager at IDC, said: “The apparent contradiction of known risks and continued deployment demonstrates that security and operations need to coordinate on these issues. While IIoT may bring new challenges and risks, the fundamentals of security still apply. Organisations do not need to find new security controls, rather they need to figure out how to apply security best practices in new environments.” IIoT is Booming — But is Your Company Ready? Industry leaders across the globe are making large-scale investments in the IoT — but are they ready for all the challenges that come along with it? In a recent report developed by the BPI Network and featured in the Data Center Journal, 52 percent of executives at large enterprises expect IIoT to have a significant or major impact on their industry within three years — yet only 1.5% of executives surveyed say they have a clear plan and are on their way to implementation. These aren’t leaders from small brands, but executives from huge organizations like Whirlpool, Hitachi and Philips Lighting. And what is these executives biggest concern about the IIoT? You guessed it — security and data privacy. Robotic Automation Changing the Workforce Secretary of the Treasury Steve Mnuchin recently made news when he claimed that the effect of automation on the U.S. workforce is still “50 to 100 more years” away. A recent working paper from the National Bureau of Economic Research strongly disputes that. As written about by the MIT Technology Review, the NBER claims that just in the time period from 1990 to 2007, as many as 670,000 U.S. jobs were lost to automation. Despite this significant impact, robots are still relatively scarce in the U.S. economy. With the growing strength of the IIoT, the number of robots used for automation are expected to increase rapidly, and it will be worthwhile to monitor the impact on the U.S. labor force, particularly in the area of manufacturing.
IIoT News RoundUp – Security, New Products and More
The Industrial IoT (IIoT) continues to drive big news headlines. Recently we’ve seen news on security, connectivity and new products. We’ve compiled a handful of the most compelling IoT headlines from the past couple of weeks (including exciting news from FreeWave). IIoT in the News How I Learned to Stop Worrying and Love the Industrial IoT Posted on @RTInsights | By @joemckendrick “Moving to IIoT — to capture and be able to act on real-time information on production, machine health, facility conditions, supply chain movements, inventory, shipping, and a host of other capabilities — is nothing short of a new industrial revolution. Embracing these capabilities requires hefty investments, training, skills acquisition, re-directing of resources, and even re-thinking the business you are in.” Standardized Connectivity Protocols Lead to Growth of IIoT Apps Posted on @ITKE | By @S_Allen_IIoT “IIoT app development programs will begin to outgrow/outpace consumer IoT app development programs within the next three years. Third-party IIoT application development at the edge (i.e., fog computing) specifically will eliminate need for big data transmission capabilities. The ability to filter specific data needs directly at the source means less of a need to collect all the data for broad analysis.” First Industrial IoT Programmable Radio Enables World of Connected Possibilities Posed on @CEAsiaMag | By Lim Guan Yu “The rise of Fog Computing as a driver of intelligent analytics created a need for industrial companies to transport more data faster from Edge sensors. Rather than transport massive packets of data – Big Data –a programmable platform deployed at the edge of IP networks enables sensor control functionality and allows them to send smaller packets of data as determined by the IIoT app. This results in Smart Data that streamlines decision making, provides predictive analytics for maintenance and support, and allows organizations to automate processes that previously required ongoing, manual attention.” Data Leakage And The IIoT Posted on @SemiEngineering | By @Chip_Insider “In the past, the complexity and size of an operation generally provided safeguards against data theft or leakage. But with commonly used data mining tools, it’s now possible to separate out meaningless shop floor data and hone in on the important events, which roughly adhere the 80/20 rule. Add in multiple companies and begin correlating bottlenecks and other noteworthy industrial events, and that data suddenly becomes much more valuable to a lot of people—makers of equipment, government or industry policies, marketing groups, as well as the highest bidders within a particular industry or those looking to invest in an industry.” FreeWave Technologies Updates New WaveContact Wireless Technology Solutions Posted on Yahoo Finance “WaveContact products interface with a wide variety of sensors deployed in industrial and critical infrastructure markets such as oil and gas, electric power, water and wastewater and environmental monitoring. The product line is built for short-range field applications where simplicity and ease of use in Class 1 Division 1 hazardous locations are critical for success.” Why Collaboration Is the Key to IIoT Posted on @automationworld | By Phil Marshall “Building the Industrial Internet of Things (IIoT) is a complex undertaking. When Hilscher started to create an IIoT strategy, we realized that no single organization would be capable of a total solution. Too much was involved across too many domains. Plus, there is a lot that automation vendors don’t know about IT, while the IT world also knows little about automation—at least for now.” FreeWave Technologies Teams Up with Alliance Corporation Posted on @IoTEvolution | By @KenBriodagh “FreeWave said it is expanding its traditional channel partner distribution network with new relationships with distributors who offer new avenues for sourcing through the channel. As FreeWave expands its product offerings further into the IIoT space, aligning and building relationships with partners, like Alliance, is a critical step in offering a full system of integrated hardware and software solutions.” Security Professionals Expect More Attacks on IIoT in 2017 Posted on @HeardOntheWire | By @notjbg “The fears of a large-scale attack waiting to happen were solidified this week when security firm Tripwire released the results of a study it performed about the rise of industrial IoT deployment in organizations, and to what extent it is expected to cause security problems in 2017. The IIoT includes segments ranging from critical infrastructure such as energy and utilities all the way to government, health care and finance. Not surprisingly, more than 50 percent of the security professionals surveyed said they weren’t prepared for an IIoT attack, and 96 percent expected to see an increase in such attacks this year.”
Join the ZumLink IPR Pilot Program
What if you could collect, analyze and react to data in real-time at the sensor edge? Zumlink IPR combines RF wireless communication with programmability to control sensor data at the edge. CLICK HERE to participate in our Zumlink IPR Pilot Program. What types of Apps can you develop? Develop an App that only sends data when Modbus exceptions occur Translate Modbus to MQTT to send messages to the cloud For perimeter security, transmit still photos in real-time And more…. ZumLink IPR Pilot Program Prerequisites A use case that would solve a wireless communication problem for your company Access to developers with Java or Python programming skills
FreeWave to Attend Three Industry Events This Week
FreeWave is taking on three major events across the globe this week to showcase our latest and greatest Industrial IoT Solutions, including a couple new product releases (read about them here and here). We will be attending IWCE, Internet of Things North America and IoT Asia. At IWCE and IoT Asia, we will be showcasing our latest technology in the exhibit halls. Find us at Booth #768 at IWCE and #E28 at IoT Asia. During exhibit hours, we will be offering live demos of our S2S communication solutions. We will also have company experts giving educational sessions at Internet of Things North America and IWCE. Here’s the rundown for each show: Speaking at IoT North America Sensor-2-Server: Execute Locally, Communicate Globally Wednesday, March 29 at 3:45 p.m. The idea of comparing data in motion (at the sensor level) to data at rest (in a big data server warehouse) with predictive analytics in the cloud is very appealing to many industrial customers. However, the problem is access to that data in motion at the sensor location. The increasing shift toward Industrial Internet of Things (IIoT) tends to bring up a lot of questions about the continued value of Supervisory Control and Data Acquisition (SCADA) systems that have traditionally served as the driver for monitoring and control in industrial markets. Although OT and IT are beginning to converge, there is still high demand for SCADA data. However, new technology offers the opportunity for data to be used in ways that were previously not possible, such as predictive analytics. This doesn’t make SCADA obsolete, as many operators are using it and will continue to employ it. Speaking at IWCE FAN, Smart Grid and SCADA: The Original IoT Thursday, March 30 in Room S224 from 10 a.m. – 11:15 a.m. The increasing shift toward Industrial Internet of Things (IIoT) tends to bring up a lot of questions about the continued value of Supervisory Control and Data Acquisition (SCADA) systems that have traditionally served as the driver for monitoring and control in industrial markets. Although OT and IT are beginning to converge, there is still high demand for SCADA data. However, new technology, such as Field Area Networking (FAN), offers the opportunity for data to be used in ways that were previously not possible, such as predictive analytics. SCADA may not be obsolete, but examine how it and FAN fit into this new world of smart grids and smart cities. Network Management and Cybersecurity for IoT: The First Step to Smarter Cities Thursday, March 30 in Room S224 from 11:30 a.m. – 12:45 p.m. IoT management systems that are able to extend control over a wide net of dissimilar technologies and provide relevant personnel with timely actionable-intelligence are essential components to these next-generation networks. Examine the hardware and software of fully-automated management systems, able to function autonomously and “intelligently” beyond the network edge to collect, analyze and decide on the best course from a set of alternative actions. Then explore the security goals you need to have in place with the influx of IoT information and the resulting IT/ OT convergence, including who is responsible for the overall security of IoT management systems. Products Featured at IWCE Booth (#768) and IoT Asia Booth (#E28) WaveContact Family (https://www.freewave.com/wavecontact-wireless-oilfield/) – WaveContact Modular wireless systems provide rugged, simple and flexible communication solutions that are easily and quickly deployable. WaveContact products interface with a wide variety of sensors deployed in industrial and critical infrastructure markets such as oil and gas, electric power, water and wastewater and environmental monitoring. The product line is built for short-range field applications where simplicity and ease of use in Class 1 Division 1 hazardous locations are critical for success. ZumLink IIoT Programmable Radio (IPR) (https://www.freewave.com/products/zumlink-ipr-iiot-programmable-radio/) – The industry’s first wireless IIoT radio capable of supporting third party applications for Edge and Fog Computing in Industrial IoT (IIoT) communication networks. FreeWave’s IPR can support JAVA, Python, C, C+ and GO, and it connects to any IT device or sensor. The platform is capable of hosting third party and proprietary IoT applications for energy, utility, municipal, smart city, government and military use cases. ZumLink Z9-C and Z9-T (https://www.freewave.com/products/zumlink-900-series/) – Serial radio modules for OEM and Embedded wireless applications. The ZumLink Z9-C and Z9-T are ideally suited for unmanned systems and other industrial machines and solutions that require highly reliable, high-speed data communications and networking. WavePro (http://go.freewave.com/l/68372/2015-12-16/37myq8) – Designed to secure and transport Voice, Video, Data and Sensor (VVDS™) information, this cost-effective, high-speed, rugged wireless communication platform is specifically designed for outdoor industrial locations and has proven reliability in extreme environmental conditions. It’s an ideal field area network solution for oil and gas, utilities, mining, power plants, municipalities, disaster recovery or for any other applications that require remote and resilient Wi-Fi connectivity in nontraditional settings. Are you attending any of these events? Be sure to stop by the IWCE and IoT Asia booths for a demo of our latest offerings. Or, stop in for one of our educational sessions.
What’s Your Emergency Communications Plan?
As our cities become increasingly connected and transform into Smart Cities, there is an opportunity to streamline emergency communications. Cities and municipalities can leverage a variety of advanced technologies and incorporate them into their own emergency communication plans. Emergency management decision makers tasked with improving city-wide emergency and disaster plans now have access to technology that can assure connectivity in the harshest weather or environmental conditions; increase visibility into dangerous environments; and, optimize response times. Wireless Short-haul for the Win Wireless short-haul solutions can create an industrial-strength Wi-Fi connection that was built to withstand earth’s most challenging conditions. These Sensor-2-Server (S2S) types of technologies are used for a variety of municipal and government use cases, but they are particularly suited for outdoor communication needs. While they are often used for day-to-day use, such as traffic management, they are a viable option for providing secure, reliable connectivity as part of any city or local government’s emergency communication plan. VVDS for Emergencies With an industrially hardened, high-speed wireless short-haul solution in place, cities can experience the benefits of Voice, Video, Data and Sensor (VVDS) information, even when cell towers are overloaded. In a world where we increasingly rely on connectivity, it is essential to keep government and municipalities online during the worst-case scenario. Industrial-grade Wi-Fi that is tested and proven in the most extreme weather conditions is designed with that in mind – keeping local government officials and first responders online. As a result, rescue efforts stay motion. With a VVDS-enabled technology in place, first responders achieve additional visibility into conditions. This real-time view allows for fast action that minimizes collateral damage. It also protects first responders, giving them an advantage in dangerous situations and offering a real-time view of environment they are heading into. Secure, Reliable Solutions Industrial wireless short-haul networks also offer the benefits of being highly secure. There are solutions with encryption capabilities that prevent data hijacking. As more cities become Smart Cities, decision makers will need to make Smarter emergency communication plans that align with the new technology landscape. There are S2S solutions on the market today that are designed for unrelenting performance in the outdoors. These solutions enable better response times, secure data transmission, increased visibility and higher-level risk assessment. When emergencies strike, every moment counts. Having a reliable connection can make the difference in saving lives. Is your city leveraging wireless short-haul solutions for emergency preparedness?
Busting the Myths About FHSS for Industrial IoT
IT/OT convergence has shaken the way businesses operate from a networking, connectivity and communications perspective. As IT decision makers look to find technology that will support the needs of modern digital networks, it is easy to overlook Radio Frequency (RF) solutions. Frequency Hopping Spread Spectrum (FHSS) technology is a viable option that has been around for decades. With the right solution in place, FHSS technology is reliable and robust enough to get important data from the field back to the central office. With newer, high-speed and high-throughput options, it can be ideal for helping solve modern convergence challenges. FHSS technology is well-known for its use in OT networks in industrial settings, but the IT side might not be as familiar with the technology. There are a number of myths about FHSS technology that need to be clarified in order for an IT decision maker to understand its potential. Today we’re going to bust three big myths: Myth One: FHSS Technology is Not Secure Enough for Modern IIoT Networks 900 MHz FHSS technology leverages an unlicensed spectrum which has led to the misperception that it is vulnerable to jamming and DoS attacks. The reality is that the signal is constantly hopping in the spectrum and does not stay on a single frequency for long. This one of its greatest strengths and makes it much more difficult to jam. IT decision makers who are greatly concerned with security should also know that some manufacturers offer two layers of security. The first is the natural built-in protection from the frequency hopping and the second is 128 or 256 bit AES encryption. Myth Two: Crowded Spectrums Lead to Poor Coverage Network congestion is a long-standing misperception associated with FHSS technology. Operators are often concerned that performance could be affected in an unlicensed spectrum if too many devices are trying to use it at once. However, the frequency hopping nature of the technology actually serves as a strength. The jumping allows the technology to identify the better channels, even in areas that are known for being noisy and congested. FHSS technology has been proven and trusted by the U.S. military for decades to perform in situations where lives are on the line. Myth Three: FHSS Technology is Best Suited for Industrial Environments Like Oil and Gas In oil and gas and military circles, FHSS is frequently used and widely known as a strong wireless communication option. However, the technology may not even be on the radar of an IT decision maker tasked with new responsibilities as the OT/IT divide closes. What IT decision makers need to know is that FHSS technology is also currently used in networks completely outside the scope of traditional industrial networking. Here are a handful of unique ways FHSS is currently being used: Oceanic Monitoring and mapping Auto and Boat Racing Testing for Electric Cars Plant Automation Asset Tracking in Healthcare Golf Course Communications and Golf Cart Monitoring Aquarium research A Good Fit FHSS technology fits nicely into the evolving technology landscape – especially when data needs to be transported from the access layer back to the business office. Despite the challenges that OT and IT teams face as they learn to work closer together, FHSS remains a proven, reliable option to help bridge the gap.
IT/OT Convergence – The Impact from the Industrial Internet of Things
Without question, the number of connected sensors and devices on your IIoT network are going to increase, and also without question, the volume of data created by these devices on your IIoT network are going to increase as well. Both increases are intended to improve operational efficiency and streamline business processes. As a result, your Information Technology (IT) and Operational Technology (OT) departments will likely need to adopt new strategies. An increasingly popular strategy is IT/OT convergence. The Bandwidth Burden For many industries, SCADA and M2M networks have historically used serial communications for operational networks. This has changed and is changing for many. As networks transition from serial to Ethernet communications, data is now freed for routing to any business system. There is a new twist for SCADA, M2M and now IIoT networks that have limited bandwidth capabilities. With more business systems needing critical data to improve business process, utilization of bandwidth on networks with already-limited bandwidth is also increasing based on the traditional Poll/Response or Request/Response model. To reduce the bandwidth burden, systems are now transitioning from Poll/Response operation to a Publish/Subscribe model. There are several benefits to the Publish/Subscribe model. Sensors or devices in bandwidth limited networks can publish data when events change or select criteria are met. This reduces the demand for network bandwidth in two ways; 1) there is no prerequisite Poll message, and 2) devices publish when needed. Publish data is routed to a Broker or Publish/Subscribe server that operates on networks where network bandwidth is not a limitation so any number of subscribers can subscribe needed data without burdening the IIoT network. While the Publish/Subscribe model is a significant improvement to IIoT network efficiency, it is not a panacea for all operational information. Network monitoring systems, e.g. SNMP based systems, will still need to poll devices to gather operational, performance and prescriptive data; essential for proactively maintaining an efficient and operational IIoT network. Secure Devices to Support Convergence Newer sensors and devices are also being designed with security in mind because no legitimate manufacturer wants their IIoT device to be part of a DDoS attack, as we saw in 2016 with the Mirai DDoS attack. While IIoT device security services and features are rapidly improving, it is still incumbent on OT and IT organizations to: Train personnel on network security because the human element can still be the weakest part of any network, e.g. phishing emails, Deploy networks with Defense in Depth so there are numerous barriers to obstruct and deter entry with timely audit trails to identify entry, and Perform periodic Risk Assessments and implement action plans. SCADA, M2M and IIoT networks are operating more as IT networks thanks to the close work between OT and IT groups and their convergence. Want to learn more on this topic? Join my presentation at the ENTELEC conference on Thursday, April, 27, 2017 at 2 p.m.
What’s New in IIoT
Industrial IoT (IIoT) is making waves as we inch closer to the end of the first quarter of 2017. Recently, Network World and Forbes, published articles exploring the proliferation of Smart Sensors deployed for Edge networks. We are starting to see more coverage addressing the big challenges of IIoT, as well as the big opportunities. Other, IIoT-focused publications continue to highlight the latest mega-trends and research from leaders in the IIoT trenches. Recent IIoT Headlines Four Artificial Intelligence Challenges Facing the Industrial IoT By @AAllsbrook | Published on @Forbes “Companies building IoT devices are solving this challenge by using gateways, also known as edge-based processing, to connect to cloud-based IoT platforms. This enables the machines to get data to the internet. However, connecting devices isn’t as easy as updating software; instead, it’s an investment in retrofitting old machines, replacing existing equipment, and enabling a workforce to leverage this equipment.” 5 Things to Think about for Industrial IoT Readiness By @ryan4francis | Published on @NetworkWorld “In order to achieve the full potential of the IIoT, the gap between these two cultures needs to be bridged so that the competing priorities of IT and OT are met. We’re beginning to see the emergence of “industrial technologists,” who bring a combined IT/OT perspective to the enterprise. These “industrial technologists” understand that for IIoT to be a reality, “always on” availability needs must be met. Because they live in both worlds, they play a key role in meeting both OT and IT priorities.” 3 Keys to Financial Success in the Industrial Internet of Things By @Scott_Nelson19 | Published on @CIOonline “One of the most frequent misperceptions about the IIoT is that it is all about the machines. Traditionally automation saves cost by reducing the number of people required to operate the line. The machines are important, but today operational improvement, particularly of legacy systems, comes from leveraging and facilitating human knowledge and action.” IoT Edge Shifts Data Gravity in the Enterprise By @AAllsbrook | Published on @iotagenda “But the internet of things is changing this gravitational constant in our technical universe. As IoT matures, the black holes of data gravity we have been placing into clouds will be ripped apart by millions of smaller data planets. These smaller planets will be located in our factories, warehouses, buildings, homes and everywhere else IoT runs to make data actionable.” Smart Grid: Overcoming Data Exchange to Increase Efficiency By @S_Allen_IIoT | Published on @SmartDataCo “As sensors bring connectivity to more endpoints than ever before, utility decision makers are able to obtain detailed data for Advanced Metering Infrastructure (AMI) and Distribution Automation (DA) networks. With rugged wireless solutions, the sensor data is readily available in real-time for IT decision makers. The unrestricted access to data from all network endpoints forces decision makers to shift their focus from Big Data to Smart Data – the data that matters most to the business. It also drives the need for real-time analytics in order to streamline operations. This not only simplifies the convergence issue, but it drives Smart Grid efficiency.”
Smart Grid: Overcoming the Challenges to Increase Efficiency
Recent research estimates that the Smart Grid will be a $120 Billion industry by 2020. As Industrial IoT (IIoT) drives digital transformation for utilities, there are a fair share of challenges and opportunities facing the Smart Grid industry today. To keep up with rapid growth and new technology that is shaping the utility markets in particular, Smart Grid decision makers must continue to improve efficiency. This allows the organization to leverage better data and make smart business decisions that align with an increasingly connected infrastructure. The Convergence Challenge In utilities markets, the IT/OT divide is rapidly shrinking, revealing significant challenges between the two groups. OT and IT each come to the convergence line with functional and operational differences, yet the changing technology landscape makes it impossible to avoid the inevitable meshing of the two formerly disparate organizations. As Smart Grid decision makers adjust to this shift, strong communication between teams will be essential – as well as careful selection of technology. For example, if utilities can work to integrate their legacy systems on the OT side with the more modern IT systems through a carefully selected communication solution, the Smart Grid will become more efficient, leading to better business decisions, as well as improved system operations and overall visibility. Going Digital IT/OT convergence, coupled with the new digital landscape has also driven Smart Grid organizations to reorganize under IT and address new technology challenges from a jobs perspective. Utilities are facing an ageing, traditional workforce on the OT side coming head-to-head with a new digital-centric workforce on the IT side. For Smart Grid organizations, it is essential to find the balance between hiring new technology savvy talent and nurturing existing staff. IoT will continue to drive automation, as Smart Grid decision makers either upgrade their legacy systems or figure out how to connect existing ones. We may see an increase in privately funded secondary education programs designed to create a more skilled workforce. If decision makers embrace the inevitable shift to digital, they will not only see the impact on efficiency, but they will stay competitive in an IoT driven market. Smart Sensor Boom IoT sparked a digital technology shift that resulted in the proliferation of Smart Sensors. Now utilities are able to monitor and transfer critical data from any asset – from the network Edge back to the central office. The demand for sensors hasn’t slowed – research is pointing towards continued and substantial growth in the Smart Sensor market between now and 2021. As sensors bring connectivity to more endpoints than ever before, utility decision makers are able to obtain detailed data for Advanced Metering Infrastructure (AMI) and Distribution Automation (DA) networks. With rugged wireless solutions, the sensor data is readily available in real-time for IT decision makers. The unrestricted access to data from all network endpoints forces decision makers to shift their focus from Big Data to Smart Data – the data that matters most to the business. It also drives the need for real-time analytics in order to streamline operations. This not only simplifies the convergence issue, but it drives Smart Grid efficiency. There are many factors contributing to the efficiency of the Smart Grid. While some initially present themselves as challenges, increasing connectivity and digital transformation give decision makers better data, connect more field assets and enable more opportunities to benefit the business.