1. | EXECUTIVE SUMMARY |
1.1. | Executive introduction |
1.1.1. | How can mobile robots be used in logistics? |
1.1.2. | Major impact factors for the current market of logistics mobile robots |
1.1.3. | Major impact factors for the current market of logistics mobile robots |
1.1.4. | Sales leap in 2022 |
1.1.5. | Forecast summary - mobile robots excluding L4 trucks |
1.1.6. | Forecast summary - heavy-duty L4 trucks |
1.1.7. | Forecast numbers - intralogistics transporting robots |
1.1.8. | Forecast numbers - other products and the sum of market revenue |
1.2. | Chapter-by-chapter findings, analysis and conclusions |
1.3. | Intralogistics material transporting |
1.3.1. | Different types of mobile robotics in material handling |
1.3.2. | Different types of mobile robots in intralogistics material transporting |
1.3.3. | Mobile robots vs. fixed automation |
1.3.4. | Market outlook for intralogistics material transporting robots |
1.4. | Mobile picking |
1.4.1. | Two forms of mobile picking robots on the current market |
1.4.2. | Market outlook for mobile picking robots |
1.5. | Level-4 autonomous trucking |
1.5.1. | Market outlook for heavy-duty level-4 autonomous trucks |
1.6. | Last-mile delivery |
1.6.1. | Why autonomous last mile delivery? |
1.6.2. | Market outlook for last mile delivery robots and drones |
2. | MOBILE ROBOTICS IN LOGISTICS: OVERVIEW AND INTRODUCTION |
2.1. | What are mobile robots? |
2.2. | Why mobile robots? |
2.3. | How can mobile robots be used in logistics? |
2.4. | SLAM |
2.5. | Typical sensors for object detection |
2.6. | Major impact factors for the current market of logistics mobile robots |
2.7. | Labour shortage |
2.8. | E-commerce |
2.9. | Chip shortage |
2.10. | COVID impact |
2.11. | Sales leap in 2022 |
2.12. | Robot-as-a-Service (RaaS) |
2.13. | Funding trending |
2.14. | Acquisition |
2.15. | Methodology and assumptions for forecasts |
2.16. | Illustration of S-curve |
3. | INTRALOGISTICS MATERIAL TRANSPORTING MOBILE ROBOTS |
3.1.1. | Different types of mobile robotics in material handling |
3.1.2. | Different types of mobile robots in intralogistics material transporting |
3.1.3. | Automated Guide Vehicles & Carts (AGV/Cs) |
3.1.4. | Grid-based automated guided carts (grid-based AGC) |
3.1.5. | Autonomous Mobile Robots(AMRs) |
3.2. | Comparison of technologies |
3.2.1. | Transition to AGVs and AMRs |
3.2.2. | Mobile robots vs. fixed automation |
3.2.3. | Why use mobile robots in warehouses? |
3.2.4. | AGV/Cs vs. AMRs |
3.2.5. | Technology evolution towards fully autonomous independent mobile robots |
3.3. | Players |
3.3.1. | Players - Region |
3.3.2. | Players - Funding |
3.3.3. | Players - Leading Companies for AGVs |
3.3.4. | AGV companies: partnership with forklift companies |
3.3.5. | Players - Leading Companies for grid-based AGC |
3.3.6. | Players - Leading Companies for AMR |
3.4. | Forecasts |
3.4.1. | Forecast - market size by product types |
3.4.2. | Forecast - Forklift and tow tractor AGVs |
3.4.3. | Forecast - Unit load and other AGVs |
3.4.4. | Forecast - Grid-based AGC |
3.4.5. | Forecast - Grid-based AGC |
3.4.6. | Other forms of goods-to-person robot |
3.4.7. | Forecast - Unit load AMR, Heavy-load AMV, other material transporting AMR |
3.4.8. | Toc for examples |
3.5. | Examples of AGVs |
3.5.1. | Toyota Material Handling |
3.5.2. | Dematic |
3.5.3. | ASTI: acquired by ABB in July 2021 |
3.5.4. | Linde |
3.5.5. | Daifuku |
3.5.6. | SSI Scheafer |
3.5.7. | Murata Machinery |
3.5.8. | Swisslog |
3.5.9. | Multiway |
3.5.10. | America in Motion |
3.6. | Examples of grid-based AGCs |
3.6.1. | Amazon Robotics (formerly Kiva) |
3.6.2. | Amazon Robotics (formerly Kiva) |
3.6.3. | Geek+ |
3.6.4. | Hikrobot |
3.6.5. | GreyOrange |
3.6.6. | Swisslog |
3.6.7. | Quicktron |
3.6.8. | Prime Robotics |
3.6.9. | Malu Innovation |
3.6.10. | Scallog |
3.7. | Examples of AMRs |
3.7.1. | Omron |
3.7.2. | SeeGrid |
3.7.3. | Mobile Industrial Robots (MiR) |
3.7.4. | Locus Robotics |
3.7.5. | Fetch Robotics |
3.7.6. | ForwardX Robotics |
3.7.7. | Standard Robots |
3.7.8. | Milvus Robotics |
3.7.9. | 6 River Systems |
3.7.10. | Honeywell Intelligrated |
3.7.11. | KNAPP |
3.7.12. | Otto Motors |
3.7.13. | Syrius Robotics |
4. | MOBILE PICKING ROBOTS |
4.1.1. | Two forms of mobile picking robots on the current market |
4.1.2. | Case-picking robots |
4.1.3. | Comparison: grid-based AGCs and multi-layer case-picking robots |
4.1.4. | Navigation technologies of case-picking robots |
4.1.5. | Mobile manipulators |
4.1.6. | Manipulator picking algorithm evolution |
4.2. | Players |
4.2.1. | Players - case-picking mobile robots |
4.2.2. | Players - mobile picking manipulators |
4.2.3. | Hybrid mobile manipulator |
4.3. | Forecasts |
4.3.1. | Forecasts |
4.3.2. | Forecasts - case-picking robots |
4.3.3. | Forecasts - mobile picking manipulators |
4.3.4. | Toc of examples |
4.4. | Examples of case-picking robots |
4.4.1. | HAI Robotics |
4.4.2. | Geek+ |
4.4.3. | Exotec Systems |
4.4.4. | InVia Robotics |
4.4.5. | Magazino |
4.4.6. | BionicHive |
4.4.7. | Caja Robotics |
4.5. | Examples of mobile picking manipulators |
4.5.1. | IAM Robotics |
4.5.2. | IAM Robotics |
4.5.3. | Fetch Robotics |
4.5.4. | Youibot |
5. | HEAVY-DUTY LEVEL-4 AUTONOMOUS TRUCKS |
5.1.1. | Pain points in the trucking industry |
5.1.2. | Why autonomous trucks? |
5.1.3. | SAE levels of automation |
5.1.4. | Level-2 and level-4 trucking |
5.1.5. | Level-4 MaaS for trucking |
5.1.6. | Authorities for regulating autonomous driving |
5.1.7. | The Autonomous Legal Race |
5.2. | Players |
5.2.1. | Funding |
5.2.2. | Players |
5.2.3. | Market readiness level of L4 autonomous truck companies |
5.3. | Forecasts |
5.3.1. | Forecast |
5.3.2. | ToC of examples |
5.4. | Examples of level-4 autonomous trucking companies |
5.4.1. | TuSimple |
5.4.2. | TuSimple's AFN |
5.4.3. | TuSimple's unique perception solution |
5.4.4. | Perception system of TuSimple's autonomous trucks |
5.4.5. | TuSimple's enhanced night vision camera system |
5.4.6. | World's first fully autonomous semi-truck operating on public roads without human intervention |
5.4.7. | Embark |
5.4.8. | Embark: sensors |
5.4.9. | Einride |
5.4.10. | Einride: a closer look into the T-pod and E-truck |
5.4.11. | Einride: sensors of T-pod |
5.4.12. | Kodiak Robotics |
5.4.13. | Plus.ai |
5.4.14. | FABU |
5.4.15. | Volvo Truck |
5.4.16. | Daimler |
5.4.17. | Waymo Driver in autonomous trucks |
5.4.18. | Hyundai catching up in the autonomous trucking race |
6. | AUTONOMOUS LAST MILE DELIVERY |
6.1.1. | What is last mile delivery? |
6.1.2. | Last mile delivery: the most expensive part |
6.1.3. | Why autonomous last mile delivery? |
6.1.4. | Supporting infrastructures |
6.1.5. | How warehouse infrastructures goes de-centralized to adapt to e-commerce needs? |
6.1.6. | "Last metre" delivery: robot delivery to doorsteps |
6.1.7. | How can the items be autonomously delivered in last mile? |
6.1.8. | Comparison: ground-based vehicles vs. drones |
6.1.9. | Comparison: ground-based vehicles vs. drones |
6.2. | Technologies |
6.2.1. | Technologies for ground-based delivery vehicles: sensors |
6.2.2. | Technologies for ground-based delivery vehicles: localisation and mapping |
6.2.3. | Technologies for ground-based delivery vehicles: vehicle connection |
6.2.4. | Technologies for ground-based delivery vehicles: teleoperation and cyber security |
6.2.5. | Technologies for ground-based delivery vehicles: restrictions |
6.2.6. | Technologies for drones: two forms of designs |
6.2.7. | Technologies for drones: sensors |
6.2.8. | Technologies for drones: restrictions |
6.3. | Regulations |
6.3.1. | Regulations - for delivery vehicles |
6.3.2. | Regulation recent updates - for delivery vehicles |
6.3.3. | Regulation - for delivery drones |
6.3.4. | Regulation recent updates - for delivery drones |
6.4. | Market players |
6.4.1. | Players - funding of start-ups |
6.4.2. | Players - number of companies: share by region |
6.4.3. | Players - what do they deliver now? |
6.4.4. | Players - autonomous delivery ground-based vehicles |
6.4.5. | Players - autonomous delivery drones |
6.4.6. | Timeline - drone delivery companies |
6.5. | Forecast |
6.5.1. | Market revenue forecasts for autonomous last mile delivery vans, sidewalk robots and drones |
6.5.2. | Cost comparison - employing human delivery drivers vs. ground-based autonomous delivery vans |
6.5.3. | Forecasts - autonomous delivery ground-based vehicles |
6.5.4. | Forecasts - autonomous delivery ground-based vehicles |
6.5.5. | Forecasts - autonomous delivery drones |
6.5.6. | ToC for examples |
6.6. | Examples of autonomous last mile delivery vans |
6.6.1. | Nuro |
6.6.2. | Neolix |
6.6.3. | JD.com |
6.6.4. | Meituan |
6.6.5. | Alibaba |
6.6.6. | Cleveron |
6.6.7. | Udelv |
6.6.8. | Refraction.ai |
6.7. | Examples of autonomous last mile delivery sidewalk robots |
6.7.1. | Starship Technologies |
6.7.2. | ZMP |
6.7.3. | Amazon |
6.7.4. | Kiwibot |
6.7.5. | Serve Robotics (formerly Postmates X) |
6.7.6. | Robby Technologies |
6.8. | Examples of autonomous last mile delivery drones |
6.8.1. | Amazon Prime Air: when will it be ready? |
6.8.2. | Zipline |
6.8.3. | Wing |
6.8.4. | Matternet |
6.8.5. | Flytrex |
6.8.6. | Wingcopter |
6.8.7. | Flirtey |
6.8.8. | Antwork |
7. | FORECAST SUMMARY |
7.1. | Overall forecasts |
7.1.1. | Overall forecasts - mobile robots excluding L4 trucks |
7.1.2. | Overall forecasts - heavy-duty L4 trucks |
7.1.3. | Forecast numbers - intralogistics transporting robots |
7.1.4. | Forecast numbers - other products and the sum of market revenue |
7.2. | Market revenue forecasts by product categories |
7.2.1. | Forecasts - AGVs |
7.2.2. | Forecasts - grid-based AGC |
7.2.3. | Forecasts - AMRs |
7.2.4. | Forecasts - mobile case-picking robots |
7.2.5. | Forecasts - mobile manipulators |
7.2.6. | Forecasts - heavy-duty autonomous L4 trucks |
7.2.7. | Forecasts - ground-based autonomous last mile delivery vehicles |
7.2.8. | Forecasts - autonomous last mile delivery drones |