1. | EXECUTIVE SUMMARY |
1.1. | Key Summary |
1.2. | What's new in this report |
1.3. | How can mobile robots be used in logistics? |
1.4. | Major impact factors for the current market of logistics mobile robots |
1.5. | Major impact factors for the current market of logistics mobile robots |
1.6. | Return on Investment (ROI) Comparison (1) |
1.7. | Parameter Comparison - Payload (kg) versus Max Travelling Speed (m/min) |
1.8. | Sales Leap in 2022 |
1.9. | Supply Chain Analysis of Mobile Robots |
1.10. | Yearly Revenue Forecast Summary - Mobile Robots Excluding L4 Trucks |
1.11. | Forecast Summary - Mobile Robots Excluding L4 Trucks |
1.12. | Yearly Unit Sales Forecast Summary - Mobile Robots Excluding L4 Trucks |
1.13. | Forecast Summary - Yearly Unit Sales (Thousands) |
1.14. | Forecast Summary - Heavy-Duty L4 Trucks |
1.15. | Mobile Robotics in Intralogistics (1) |
1.16. | Mobile Robotics in Intralogistics (2) |
1.17. | Mobile Robots vs. Fixed Automation |
1.18. | Yearly Revenue - Intralogistics Material Transporting Robots |
1.19. | Yearly Unit Sales - Intralogistics Material Transporting Robots |
1.20. | Two Forms of Mobile Picking Robots |
1.21. | Market Outlook for Mobile Picking Robots |
1.22. | Why Autonomous Last Mile Delivery? |
1.23. | Market Outlook for Last-Mile Delivery Robots |
2. | 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. | How can Mobile Robots be Used in Logistics? |
2.5. | Typical Sensors for Object Detection |
2.6. | SLAM - LiDAR SLAM and vSLAM |
2.7. | LiDAR SLAM and vSLAM |
2.8. | Major impact factors for the current market of logistics mobile robots |
2.9. | Labour Shortage |
2.10. | E-commerce |
2.11. | Near the End of Chip Shortage? |
2.12. | Covid impact - Past and Now |
2.13. | Sales Leap in 2022 |
2.14. | The Impact of Economic Contraction on the Decline of Mobile Robots in 2023 |
2.15. | Robot-as-a-Service (RaaS) |
2.16. | Historic Funding Trend |
2.17. | Funding Trending |
2.18. | Acquisitions and Mergers |
3. | INTRALOGISTICS MATERIAL TRANSPORTING MOBILE ROBOTS |
3.1. | Different types of mobile robotics in material handling |
3.2. | Different types of mobile robots in intralogistics material transporting |
3.3. | Automated Guide Vehicles & Carts (AGV/Cs) |
3.4. | Grid-Based Automated Guided Carts (Grid-Based AGC) |
3.5. | Autonomous Mobile Robots(AMRs) - (1) |
3.6. | Autonomous Mobile Robots(AMRs) - (2) |
4. | COMPARISON OF TECHNOLOGIES |
4.1. | Transition to AGVs and AMRs |
4.2. | Transition of Navigation Technologies |
4.3. | Mobile robots vs. fixed automation |
4.4. | Why use mobile robots in warehouses? |
4.5. | AGV/Cs vs. AMRs |
4.6. | AGV/Cs vs. AMRs |
4.7. | Technology evolution towards fully autonomous independent mobile robots |
5. | TEARDOWN AND PAIN POINTS OF MOBILE ROBOTS |
5.1. | Clearpath - Dino |
5.2. | Otto - HD1500 |
5.3. | ForwardX Robotics - Wi-Fi Connection |
5.4. | ForwardX Max Components |
5.5. | MiR100 Mobile Robots |
5.6. | MiR500 |
5.7. | MiR 250 |
5.8. | Safe Zone Identification |
5.9. | THIRA |
5.10. | Pain Point - Gap and Slope Detection |
5.11. | Heavy-duty Mobile Robots and Forklifts at Automatica 2023 |
5.12. | Jungheinrich AG Acquires AMR Provider Arculus |
5.13. | Heavy-duty Mobile Robots and Forklifts - IDTechEx's Research |
6. | ANALYSIS OF KEY PLAYERS |
6.1. | Overview of Regional Players |
6.2. | Regional Player Distribution - As of 2023 |
6.3. | Players - Funding |
6.4. | Players - Leading Companies for AGVs |
6.5. | Players - Leading Companies for AGVs |
6.6. | AGV companies: partnership with forklift companies (1) |
6.7. | AGV companies: partnership with forklift companies (2) |
6.8. | Players - Leading Companies for grid-based AGC |
6.9. | Players - Leading Companies for AMR |
6.10. | Other forms of goods-to-person robot (1) |
6.11. | Other forms of goods-to-person robot (2) |
6.12. | Other forms of goods-to-person robot (3) |
6.13. | Yearly Revenue Forecast - Unit Load AMR, Heavy-load AMV, Other Material Transporting AMR |
6.14. | Yearly Revenue Forecast - Unit Load AMR, Heavy-load AMV, Other Material Transporting AMR |
6.15. | Table of Content: AGVs and AMRs for Intralogistics |
7. | EXAMPLES OF AGVS |
7.1. | Overview |
7.1.1. | Toyota Material Handling |
7.1.2. | Toyota Material Handling - Automated Horizontal Carrier CDI120 |
7.1.3. | Dematic |
7.1.4. | ASTI: Acquired by ABB in July 2021 |
7.1.5. | Linde |
7.1.6. | Linde - Autonomous Mobile Robots (AMR) - C-Matic Series |
7.1.7. | Daifuku - M100-TT and M100-ST |
7.1.8. | Daifuku - M300 Series |
7.1.9. | Daifuku - MXK Series |
7.1.10. | SSI Schaefer - AGV WEASEL |
7.1.11. | Murata Machinery - (1) |
7.1.12. | Murata Machinery - (2) |
7.1.13. | Swisslog |
7.1.14. | Swisslog - Latest Goods-to-Persons AGVs: CarryPick |
7.1.15. | Multiway |
7.1.16. | America in Motion |
7.2. | Examples of grid-based AGCs |
7.2.1. | Amazon Robotics (formerly Kiva) - (1) |
7.2.2. | Amazon's AGV and AMR - (2) |
7.2.3. | Amazon Robotics - Proteus AMR |
7.2.4. | Geek+ |
7.2.5. | Hikrobot |
7.2.6. | GreyOrange |
7.2.7. | Swisslog |
7.2.8. | Swisslog's AGVs in AutoStore™ Kardex |
7.2.9. | Quicktron |
7.2.10. | Prime Robotics |
7.2.11. | Malu Innovation |
7.2.12. | Scallog |
7.3. | Examples of AMRs |
7.3.1. | Omron |
7.3.2. | Omron - LD Series |
7.3.3. | Omron - HD Series |
7.3.4. | SeeGrid - (1) |
7.3.5. | SeeGrid - (2) |
7.3.6. | Mobile Industrial Robots (MiR) |
7.3.7. | Locus Robotics - (1) |
7.3.8. | Locus Robotics - (2) |
7.3.9. | Fetch Robotics |
7.3.10. | Fetch Robotics Acquired by Zebra |
7.3.11. | ForwardX Robotics |
7.3.12. | Standard Robots (1) |
7.3.13. | Standard Robots (2) |
7.3.14. | Standard Robots (3) |
7.3.15. | Standard Robots in Photovoltaic (PV) Industry in China |
7.3.16. | Milvus Robotics |
7.3.17. | 6 River Systems - Shopify Sold To a Ocado Group |
7.3.18. | Honeywell Intelligrated |
7.3.19. | KNAPP |
7.3.20. | Otto Motors |
7.4. | Mobile Picking Robots |
7.4.1. | Two forms of mobile picking robots on the current market |
7.4.2. | Case-picking robots |
7.4.3. | Comparison: grid-based AGCs and multi-layer case-picking robots |
7.4.4. | Comparison: grid-based AGCs and multi-layer case-picking robots |
7.4.5. | Comparison: grid-based AGCs and multi-layer case-picking robots |
7.4.6. | Navigation technologies of case-picking robots |
7.4.7. | Mobile manipulators |
7.4.8. | Manipulator Picking Algorithm Evolution |
7.5. | Players |
7.5.1. | Players - Case-Picking Mobile Robots |
7.5.2. | Players - Mobile Picking Manipulators |
7.5.3. | Hybrid mobile manipulator |
7.6. | Forecasts |
7.6.1. | Yearly Revenue Forecast of Mobile Picking Robots |
7.6.2. | Yearly Unit Sales of Mobile Picking Robots |
7.6.3. | Forecasts - Yearly Revenue of Case-Picking Robots |
7.6.4. | Forecasts - Mobile Picking Manipulators |
7.6.5. | Table of Content - Mobile Picking Robots |
7.7. | Examples of Case-Picking Robots |
7.7.1. | HAI Robotics |
7.7.2. | Geek+ |
7.7.3. | Exotec Systems |
7.7.4. | InVia Robotics |
7.7.5. | Magazino |
7.7.6. | BionicHive |
7.7.7. | Caja Robotics |
7.8. | Examples of mobile picking manipulators |
7.8.1. | IAM Robotics |
7.8.2. | Fetch Robotics |
7.8.3. | Youibot |
7.9. | Heavy-duty Level-4 autonomous trucks |
7.9.1. | Pain points in the trucking industry |
7.9.2. | Why Automate Trucks? |
7.9.3. | SAE levels of automation |
7.9.4. | Level-2 And Level-4 Trucking |
7.9.5. | Level-4 MaaS for trucking |
7.9.6. | Authorities for regulating autonomous driving |
7.9.7. | The Autonomous Legal Race |
7.10. | Players |
7.10.1. | Funding and Maturity |
7.10.2. | Technology Maturity Status Definitions |
7.10.3. | Market readiness level of L4 autonomous truck companies |
7.10.4. | Testing Distances |
7.10.5. | Autonomous Trucking Activity |
7.10.6. | Company Locations |
7.10.7. | Business Model Adoption |
7.11. | Forecasts |
7.11.1. | Autonomous Truck Pricing Forecast: 2018-2043 |
7.11.2. | Yearly Unit Sales Forecast of L4 Autonomous Trucks: 2018-2044 |
7.11.3. | Yearly Revenue of L4 Autonomous Trucks Forecast: 2019-2044 |
7.11.4. | Table of Content: L4 Autonomous Trucks |
7.12. | Examples of level-4 autonomous trucking companies |
7.12.1. | TuSimple - Overview |
7.12.2. | TuSimple's AFN |
7.12.3. | TuSimple's unique perception solution |
7.12.4. | Perception system of TuSimple's autonomous trucks |
7.12.5. | World's first fully autonomous semi-truck operating on public roads without human intervention |
7.12.6. | TuSimple's Business Model |
7.12.7. | Embark - Overview |
7.12.8. | Embark - Sensors |
7.12.9. | Embark - Trials And Rollout |
7.12.10. | Einride - Overview |
7.12.11. | Einride: a closer look into the T-pod and E-truck |
7.12.12. | Kodiak Robotics - Overview |
7.12.13. | Kodiak - Sensor Suite |
7.12.14. | Kodiak - Trials And Business Model |
7.12.15. | Plus - Overview |
7.12.16. | Plus - Sensor Suite |
7.12.17. | Plus - Testing, Trials and Deployments |
7.12.18. | Inceptio - Overview |
7.12.19. | Inceptio - Sensor Suite |
7.12.20. | Inceptio - Driverless Test |
7.12.21. | Waymo - Background |
7.12.22. | Waymo - Sensor Suite |
7.12.23. | Waymo - Trials |
7.12.24. | Torc Robotics - Overview |
7.12.25. | Torc Robotics - Sensor Suite |
7.12.26. | Torc Robotics - Testing And Trials |
7.12.27. | Aurora |
7.12.28. | Aurora - Sensor Suite |
7.12.29. | Aurora - Trials, Rollout And Business Model |
7.12.30. | Pony.ai |
7.12.31. | Pony.ai Sensor Suite (Robotaxi version) |
7.12.32. | Tesla |
7.12.33. | Solo AVT |
7.12.34. | DeepWay - A Baidu Founded Start-up |
7.13. | Autonomous last mile delivery |
7.13.1. | What is Last Mile Delivery? |
7.13.2. | Last Mile Delivery: The Most Expensive Part |
7.13.3. | Why autonomous last mile delivery? |
7.13.4. | Supporting Infrastructure |
7.13.5. | Decentralized Warehouse Infrastructure to Meet e-commerce Demands? |
7.13.6. | "Last Metre" Delivery: Robot Delivery to Doorsteps |
7.13.7. | Autonomous Last Mile Delivery |
7.13.8. | Comparison: Ground-Based Vehicles vs. Drones |
7.14. | Technologies |
7.14.1. | Technologies for ground-based delivery vehicles: sensors |
7.14.2. | Technologies for ground-based delivery vehicles: localisation and mapping |
7.14.3. | Technologies for ground-based delivery vehicles: vehicle connection |
7.14.4. | Technologies for Drones: Two Forms of Design |
7.14.5. | Technologies for drones: sensors |
7.14.6. | Technologies for drones: restrictions |
7.15. | Regulations |
7.15.1. | Regulations - for delivery vehicles |
7.15.2. | Regulation recent updates - for delivery vehicles (1) |
7.15.3. | Regulation recent updates - for delivery vehicles (2) |
7.15.4. | Regulation - for delivery drones |
7.15.5. | Regulation recent updates - for delivery drones |
7.15.6. | Summary of Drone Regulations by Country |
7.16. | Market Players |
7.16.1. | Players - Funding of Last-Mile Start-Ups |
7.16.2. | Players - Regional Distribution by Number |
7.16.3. | Players - What do they deliver now? |
7.16.4. | Players - autonomous delivery ground-based vehicles |
7.16.5. | Players - autonomous delivery drones |
7.16.6. | Timeline - drone delivery companies |
7.17. | Forecasts |
7.17.1. | Market revenue forecasts for autonomous last mile delivery vans, sidewalk robots and drones |
7.17.2. | Cost comparison - employing human delivery drivers vs. ground-based autonomous delivery vans |
7.17.3. | Forecasts - autonomous delivery ground vehicles |
7.17.4. | Yearly Unit Sales Forecast of Last-Mile Robots |
7.17.5. | Yearly Revenue Forecasts - Autonomous Delivery Drones (1) |
7.17.6. | Yearly Revenue Forecasts - Autonomous Delivery Drones (2) |
7.17.7. | Table of Content: Last-Mile Delivery Robots |
7.18. | Examples of Autonomous Last Mile Delivery Vans |
7.18.1. | Nuro - (1) |
7.18.2. | Nuro - (2) |
7.18.3. | Nuro - R2 |
7.18.4. | Neolix |
7.18.5. | JD.com |
7.18.6. | Meituan - (1) |
7.18.7. | Meituan - Autonomous Vehicle Configuration |
7.18.8. | Alibaba |
7.18.9. | Cleveron - Multi-purpose Autonomous Delivery Vehicle |
7.18.10. | Udelv - Last-Mile Autonomous Electric Vehicle |
7.18.11. | Udelv - Last-Mile Autonomous Electric Vehicle - Transporter |
7.18.12. | Refraction.ai |
7.19. | Examples of Autonomous Last-Mile Delivery Sidewalk Robots |
7.19.1. | Starship Technologies |
7.19.2. | ZMP |
7.19.3. | Amazon - Project on Hold |
7.19.4. | Kiwibot |
7.19.5. | Serve Robotics (Formerly Postmates X) |
7.19.6. | Robby Technologies |
7.20. | Examples of Autonomous Last Mile Delivery Drones |
7.20.1. | Amazon Prime Air: Longer Than Expected |
7.20.2. | Zipline |
7.20.3. | Wing |
7.20.4. | Matternet |
7.20.5. | Flytrex |
7.20.6. | Wingcopter |
7.20.7. | Flirtey |
7.20.8. | Antwork |
8. | FORECAST SUMMARY |
8.1. | Overall Revenue Forecast - Mobile Robots Excluding L4 Trucks |
8.2. | Yearly Revenue - Forecast Numbers |
8.3. | Yearly Unit Sales Forecast Summary - Mobile Robots Excluding L4 Trucks |
8.4. | Forecast Summary - Yearly Unit Sales (Thousands) |
9. | MARKET REVENUE FORECASTS BY PRODUCT CATEGORIES |
9.1. | Yearly AGV Revenue Forecast |
9.2. | Yearly Revenue Forecasts - Grid-Based AGC |
9.3. | Yearly Unit Sales Forecasts - Grid-Based AGC |
9.4. | Forecasts - Yearly Revenue of AMRs |
9.5. | Yearly Unit Sales Forecasts - AMRs |
9.6. | Forecasts - Yearly Revenue of Mobile Case-Picking Robots |
9.7. | Forecasts - Yearly Revenue of Mobile Manipulators |
9.8. | Yearly Unit Sales Forecast of Mobile Picking Robots |
9.9. | Forecasts - heavy-duty autonomous L4 trucks |
9.10. | Yearly Unit Sales Forecast - L4 Autonomous Trucks |
9.11. | Forecasts - Ground-Based Autonomous Last Mile Delivery Vehicles |
9.12. | Yearly Unit Sales Forecast of Last-Mile Robots |
9.13. | Forecasts - Autonomous Last Mile Delivery Drones |
10. | MARKET REVENUE FORECASTS - INTRALOGISTICS |
10.1. | Forecast - Yearly Market Size by Product Type |
10.2. | Forecast - Forklift and Tow Tractor AGVs |
10.3. | Yearly Revenue Forecast - Forklift and tow tractor AGVs |
10.4. | Yearly Revenue Forecast - Unit load and other AGVs |
10.5. | Yearly Unit Sales Forecast - Forklifts, Unit Load AGVs, Tow Tractors, and Other AGVs |
10.6. | Yearly Revenue Forecast - Grid-based AGC |