Future Outlook of Autonomous Delivery Vehicles
Jun 23, 2020
11 min readAdd to Favourite
Jun 23, 2020
11 min readAdd to Favourite
In the last few months, the COVID-19 pandemic has caused global supply chain disruptions across various sectors such as healthcare, industrial manufacturing, construction, and retail. The concern is not only the non-availability of goods/material but also about the transportation and delivery of the goods/material available. The primary problem is also the non-availability of human labor for delivery. In this unprecedented situation, there is a growing opportunity for autonomous delivery vehicles (hereinafter, ADV) to address the delivery demand and reduce virus spread.
Further, due to social distancing norms, the rise of e-commerce continues, and companies around the globe are increasingly getting sensitive to changing consumer lifestyles. For retail, restaurant & food chains, and e-commerce companies, autonomous delivery is one of the most important emerging technology today. According to Sterling Hawkins, co-founder of CART, the Center for Advancing Retail & Technology, a platform that connects brands and retailers with emerging technology solutions, automated delivery could be transformational for the industry, which can help reduce delivery costs by 80% to 90% compared to a human doing it, depending on the vehicle and the platform. In this scenario, ADVs are in high demand considering they can safely perform the last-mile delivery operation.
Apart from the COVID-19 pandemic, the global population is expected to reach 8.5 billion by 2030, with 60% of people living in cities, accounting for 70% of global emissions. This increase in urban populations will cause exponential increases in congestion with some contribution from passenger cars but a much more disproportionate contribution by the delivery vehicles. ADV can be a cost-effective answer to this, along with answering some other issues, such as increasing global population and environmental concerns.
The market demand for ADVs is poised for significant growth in the next 7–9 years. The market is expected to grow at an 11% CAGR from 2019 to reach $200 billion in 2029. Following are the various factors that are driving its demand:
Many companies are developing different types of ADVs that can be categorized into side-walk vehicles, on-road delivery vans, and autonomous trucks. These companies are focusing on last-mile delivery as it is the most expensive part of the delivery chain that represents more than 50% of the overall cost. In recent years, companies are utilizing autonomous mobile robots, and autonomous vehicle technology to automate this step. The following exhibit illustrates some of the companies that are developing different types of ADVs:
The sidewalk vehicles are designed to travel at a speed of 4-6 km/hr. This lower speed is chosen to increase safety and give time to remote teleoperators to take control in case of an emergency. Based on the individual use, these vehicles can also be categorized as a personal device (vs. a vehicle), thus easing the legislative challenges.
This vehicle type has to be developed based on the number of motor-controlled wheels, payload size, compartment design, battery size, HD cameras. Also, IMUs, GPS, and ultrasound sensors are important for near-field sensing.
Currently, various sidewalk vehicle developers have to make an important choice for the vision system. There are three ways to have a vision system, either only lidar-based, only stereo-camera, or hybrid. Most of the companies prefer having lidar as it gives 3600 ranging information with spatial resolution and a point cloud to have good signal processing. However, on the downside, lidars are expensive and can have a near-field blindspot. The other approach of having a stereo camera as the navigation sensor requires the development of accurate algorithms, which is considered difficult by various companies.
Based on this current navigation challenge coupled with regulatory challenges, these sidewalk vehicles are yet to be seen running fully autonomous. They are currently deployed in closed environments such as university campuses that have little sidewalk traffic, and the sidewalks are well-structured. Also, these vehicles are restricted from operating in daylight and perception-free conditions. Therefore, various companies and regulatory authorities have eyes on the improvements of navigation technology. Companies are also focusing on having these vehicles operate in more complex and varied environments with minimal intervention.
Furthermore, the future of side-walk vehicles will depend on having constant technology improvements, which can be made possible by having continuous capital investments.
Autonomous Delivery Trucks and Vans
Autonomous delivery vans are electrical built-to-purpose on-road vehicles. In recent times, they are proving to be a competitor to sidewalk last-mile delivery robots. Their sensor system and algorithms are similar to autonomous cars, although the following considerations are made to ease the technical burden:
On-road delivery pods travel slowly; therefore, the perception of technology is not long-ranged. This gives the autonomous vehicle more thinking and reaction time.
These on-road delivery pods are deployed in limited known neighborhood areas, thus allowing more detailed HD maps to be developed to aid autonomous navigation.
Subjected to autonomous trucks, the mobility sector is trying to address several key pain points facing the trucking industry, such as driver shortage and productivity. Concerning driver shortage, it is estimated to reach 150k persons by 2028 in the US alone. Increasing productivity is difficult as the legislation limits drive time per driver per day, thus decreasing asset up time in favor of increasing safety.
Since late 2016, various start-ups have raised more than $430M to enable autonomous trucks. Major automotive companies such as Daimler have announced significant investment plans for the next five years. Companies are also in the semi-commercial prototyping phase, wherein the focus is on the level of autonomy and platooning.
Looking at the autonomy level, companies have different approaches based on the deployed sensing system. Some companies are using camera-based algorithms for navigation and have human teleoperators in case the truck is in complex environments. Some companies have a mixed approach wherein. The camera scans the long-distance, and lidars only focus on objects of interest within the few 100-meter radii. This mixed approach is made to overcome the challenge of using lidar for very long-range detection that results in high power consumption and signal-to-noise ratio.
In all, current deployed autonomous trucks are low in numbers, with companies having a fleet of 30 to 50. In the coming years, it is expected this fleet number will expand due to COVID-19. However, on the technology improvement side, it is expected these autonomous trucks will be in the trial phase to focus on collecting data to improve the learning further.
Novel coronavirus COVID-19 has pushed everyone out of their comfort zones and made to adapt to new ways of working. Telecommunication technology has enabled people to work from home, using the internet and video conferencing. People are getting used to this new normal of doing work-from-home for an extended period, amid the scare of contracting the virus. People are avoiding visiting crowded places to avoid contact and making use of delivery services instead. Autonomous delivery vehicles have got a new opportunity to showcase their benefits of enabling contactless delivery.
Growth of ADVs
Most of the organizations have suffered business losses due to the current global lockdown. However, the case is not the same for companies that offer autonomous vehicles for delivery service. In the past few months, companies like Starship Technologies have experienced their business growing like never before. Contactless delivery is currently a value proposition of these autonomous delivery vehicles, which has enabled these companies’ huge business growth.
Before this pandemic, autonomous delivery vehicles were primarily used in some urban areas, airports, universities, hotels, and large corporate campuses. The industry now is expecting the demand for them from many other areas and is expected to grow exponentially, as these last-mile delivery vehicles cannot get infected with COVID-19, as in the case with human delivery drivers, which are at risk with the person to person virus transmission.
Contactless deliveries during coronavirus
These autonomous vehicles are being relied upon by many people to deliver food during this lockdown. Side-walk vehicles by Starship Technologies, founded by two Skype co-founders in 2014, can roam around with people and in public spaces to deliver small grocery or take-out orders from restaurants. Similarly, autonomous van by UDI, a Chinese start-up company delivering food. Lastly, an autonomous van by JD.com is making medical deliveries during this lockdown.
These autonomous vehicles are an affordable means to bridge the gap between the global desire for same-day deliveries and the current labor shortage in the supply chain.
In 2019, companies that offer autonomous vehicles for delivery service started with a successful test run, for example, Amazon started with a successful test run in Washington and in the same year, launched its autonomous side-walk vehicle named Scout, in Southern California for last-mile delivery. This pandemic is aiding to expedite this testing process for various companies and regulatory authorities across the globe.
Companies that have already developed and tested these autonomous delivery vehicles/robots are currently serving in bounded premises such as corporate campuses, hospitals, and universities. Soon these autonomous delivery vehicles/robots could be seen on city streets transporting groceries, paperwork, food, lab tests, and among others.
Post-COVID, the world of new normal, will have delivery by autonomous vehicles at the home, workplace, public spaces, and city streets.
Last-mile delivery is always a challenge for companies across industries. With the development of autonomous vehicle technology, many industry players are now turning to autonomous solutions in the form of driverless delivery vehicles. This will not only help reduce the cost of delivery but also cater to the additional demand for online deliveries. The future of ADVs looks promising, with the market expected to grow at a staggering 11% CARG from 2019 to 2029.
With the customer’s benefit of having zero cost of ownership, RaaS-Robot as a Service business model will help ADV manufacturers to introduce their value proposition in the logistics market easily.
Historically, the traditional selling model has been adopted across, wherein major automation companies have sold their robots to their customers. Large automation companies like FANUC and ABB provide solutions that require millions of dollars of investment to get started. In this process, companies have to buy large-size robots and software solutions based on their specific needs. These large automation conglomerates have dominated this field for decades. However, it is about to change. Since the last few years, application-oriented automation or service robots have been on the rise, wherein start-ups focusing on autonomous delivery vehicles/robots have been increasing.
For the coming few years, start-ups such as Nuro, Starship Technologies, and Eliport will increasingly depend on RaaS – Robot as a Service model as logistics companies have less experience in using autonomous delivery vehicles and it is easier for them to outsource, especially the last mile of the delivery. This business model will also enable start-ups to make technology improvement resulting in having fleet management and route optimization solutions.
On the other side, large logistics companies such as Amazon and JD.com with an in-house technology team will not adopt this business model of outsourcing. Instead, these large logistics companies and retailers will focus on acquiring various start-ups after an initial try-out of their services.
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