turning big data into useful analyticscdn.modexshow.com/seminars/assets-2016/1083.pdf ·...

Presented by:

Mike Maris

Sr. Director, Transportation &

Logistics

Turning Big Data into Useful Analytics

© 2016 MHI® Copyright claimed for audiovisual works and sound recordings of seminar sessions. All rights reserved.

Data

Information Value Per Bit

of Data

Compute Power

1970s 1960s 2010s 2000s 1990s 1980s Networked (Wired) Distributed Centralized Personal Cloud & Context Mobile (Wireless)

Cognitive Effort

Needed to Obtain Useful

Information

COGNITIVE OVERLOAD MANAGING MASSIVE AMOUNTS OF DATA

SMART T&L VISION CONVERGING SOLUTIONS

TRANSFORMED EXPERIENCES

Customer Sites

Drop-Boxes Local Delivery

Distribution Center

Hubs |Air Hub Existing WiFi LAN Backhaul

Existing WiFi LAN Backhaul

Existing WiFi LAN Backhaul

Smart T&L Management

Smart Trailer

Smart Hub

Smart Fleet

Smart Package

Dynamic Pickup

Dimensioning

Wearables

Short & Long Haul

Empowered Worker

ADVANCED LOAD ANALYTICS SOLUTION OVERVIEW

• Measuring Efficiency & Quality

– ~70% space utilized on trailers

– Manual trailer fullness monitoring

– Manual load quality monitoring

– Manual detection of hazardous work behaviors

– Manual scheduling (line haul mgt)

• TLA System

RGB Image

Depth Map

Real-Time Dashboard

Line-haul volume, quality, performance optimization

SMART PACKAGE SOLUTION OVERVIEW

• Sensing Objects of Interest – Packages

– Pallets

– Trailers

– Equipment

• Electronic Label (& other form factors) – 802.11 Std based

– Ultra Low Power & Disposable, Eco-friendly

– Read/Writeable for dynamic labeling

– Flexible, very low profile tag using: • Printed battery & electronics | System-in-Foil technology

• Printed barcode and serial number for provisioning

– Ability to sense: • Movement, vibration (accelerometer), presence

• Temperature, Humidity

• Toxic gases, Explosives

– Extremely easy to provision & use - Like postage stamps • Activation of Tag: Removing the tag from the roll or booklet, activates it for provisioning (IP Pending)

• Provisioning of Tag: Via WiFi from any mobile computer, smartphone app, or desktop

RFID RTLS CONCEPT Server-based Analytics Software

• Each tagged pallet within the facility is typically within

range of 3-4 overhead readers (based on reader per 3-

dock door configuration)

• Location analytics fuses multiple AOA estimations from all

readers to triangulate a more precise location estimation

• Location analytics fuses multiple location estimations over

time to further enhance the precision of location

estimation

Objective

• Track each pallet in real time

• Identify the door where pallets enter or leave from

• Locate pallets sitting in staging areas to better

than 4’ accuracy

Low-cost Reader Hardware

• Advanced Array Reader (AAR)

• 16 element, omni-directional phased array antenna

structure

• Digital beamforming enables advanced location techniques

Reader-based Core Location Technology

• Uses adaptive monopulse method for fast, accurate, Angle

of Arrival (AOA) estimations

Package Dimensioning

L x W x H

Pallet Dimensioning

L x W x H

W L

H

…can be inputs to volumetric weight measurement

…can move towards vwm profiles

RFID RTLS

DIMENSIONING SOLUTION OVERVIEW

Mobile Dimensioning:

• Hand-held box and pallet 3-D dimensioning solution

• Using newly emerging 3-D low-cost sensors and 3-D processing technology

• Robust measurement in a challenging environment (e.g. low-light, clutter)

• Exceeds the performance of RGB camera and label based solutions

• Creating new technology to dimension cuboid shaped boxes & pallets

• Extending technology to dimension irregular shaped boxes and pallets

• Applies to field workers (LTL, Delivery/Pickup etc.)

Dynamic Dimensioning (Fixed)

• Wall or ceiling mounted 3-D dimensioning solution

• Dimensioning mobile pallets (80% of freight) (i.e. a type of scan tunnel)

• Extending technology to dimension irregular shaped items (20%)

• Robust measurement in a challenging environment

• Applies to freight & parcel (x-Docking etc.)

HANDS-FREE COMPUTING FUTURE CONCEPT

Multiple Component System

• Create unified User Experience

• Streamline manageability (components/accessories/backroom)

Flexibility

• Right mix of solutions for the right job – tailored productivity

• A light architecture to build a flexible solution stack

• Variable mounting and deployment options

Adaptability

• Scales to adapt to a number of application needs

• System adapts to the mix and use scenario behavior

• Intelligent paring – connectivity (wired/wireless)

• Optimized for hybrid picking

Ergonomics

• Human performance is not burdened by technology

• Uninterrupted workflow/interactions

• Reduce operating fatigue

Enhance Productivity Workflow

• Smart Environment interacting with users

• Productivity Metrics – dashboard

HANDS-FREE COMPUTING FUTURE CONCEPT

Information when you need it - in appropriate task sequence

Information displayed as real-time overlay – augmented reality

Accessing information does not interrupt workflow – no stopping to check display

For More Information:

Speaker email: mike.maris@zebra.com

Website: www.zebra.com/tl

Or visit MODEX 2016 Booth 2127