Suggestion Mining: Towards an Opinionated Artificial Intelligence
CommsInternational Mobilaris mining intelligence
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Transcript of CommsInternational Mobilaris mining intelligence
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POSITION BASED DECISION SUPPORT SYSTEM
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ABOUT MOBILARIS
Commercial Loca:on Based Services Helping operators and other service providers generate revenue by rapidly crea:ng value added services. Some examples are: Friend Finder Family Finder Workforce Finder Zone based billing Mobile marke?ng
Public Safety Services Increasing public safety by delivering applica:ons such as: Emergency call 112/911 system Community Warning and Informa?on System
Na:onal Security and Law Enforcement Helping authori:es figh:ng crime and terrorism by delivering Lawful Intercept systems
Industrial Loca:on Based Services Increasing personal safety and produc?on efficiency for the industry
• Established in 1999, spin-‐off from Telia Mobile and Telia Research • Mobilaris launched the worlds first Loca:on Based Services plaRorm with Telia and
Ericsson in 2000 • Present on four con:nents reaching more than 150 million subscribers • Mobilaris has a Partner and Global Distribu:on Agreement with Ericsson • Lawful Intercept and Public safety services business was established in 2004 • Industrial Loca:on Based Services was started in 2011
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Comms Interna:onal designs, deploys and supports fit-‐for-‐purpose, performance-‐driven communica:ons & technology integra:on solu:ons; engineered to improve efficiency, safety and produc:vity for our clients. Comms Interna:onal serves the global Underground and Open-‐Pit Mining industries as well as Rail and Off/On-‐shore Oil&Gas. Comms Interna:onal has its origins in Australia spanning almost two decades and our Brazilian founda:on in TecWise Sistemas de Automaçao having operated with excellence for 17 years. Comms Interna:onal is a privately owned, debt free company with a focus on the Brazilian, European & African markets, with an interna:onal expansion program targe:ng parts of Asia based on client pull. Comms Interna:onal is fortunate to aaract and retain some of the worlds leading Communica:ons engineers & Technology integra:on specialist, which are directly involved in the design and management of our different solu:ons. It is Comms Interna:onal’s goal to con:nue to grow in new markets, leveraging our current rela:onship base and case experiences to aaract and retain the best-‐of-‐breed people talent to support and work with our clients. -‐ RF AGNOSTIC WIRELESS ENGINEERING -‐ MOBILE APPLICATION INTEGRATION -‐ TRACKING & TAGGING (HIGH PRECISION) -‐ INTELLIGENT COLLISION AVOIDANCE -‐ RAIL ASSET MANAGEMENT -‐ SMART PMR SOLUTIONS -‐ AIRBUS
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TRANSFORMING POSITIONING INTO BUSINESS VALUE
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AIR TRAFFIC CONTROL BEFORE AND NOW
PRODUCTIVITY
NOW IN THE EARLY DAYS
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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IN MINING -‐ A NEW WORLD IS OPENING
PRODUCTIVITY
TIME
• Produc:vity in mining has grown by a factor of twenty in the last 40 years
• In open pit mines, maintenance related costs makes up 50% of all OpEX.
• In underground mines, maintenance related costs represents 30-‐40% of all OpEx.
• Mine Automa?on investments pays off
When basic communica:on and posi:oning technologies are in place, a new world of possibili:es opens up
– Increased mine automa:on – Increased personnel safety – Increased Visibility – Real-‐Time data collec:on
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MINING CHALLENGES • Generic
– Increase efficiency – decrease the cost to produce one ton of ore
– Increase safety – decrease number of incidents • Process automa:on
– Remote controlled or autonomous machines – Wireless controlled blasts – Communica:on of produc:on data
• Process control – Beaer visualiza:on of the mine in 3D – Increased decision support – Alarm handling from equipment, sensors etc.
• Communica:on and posi:oning – Data and voice communica:on – Posi:oning of personnel, equipment and vehicles – Wireless sensors
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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INCREASED EFFICIENCY • It is not unusual that the face u:liza:on in underground mines is
typical 25%. This usually due to reasons such as:
– Blast ven:la:on, machine breakdowns, shim changes, lunch breaks and travel :me within mine reduce face u:liza:on
– The complex sequencing of mine opera:on combined with a variable environment challenges op:miza:on of produc:on
• Mine Automa:on makes it possible to run a underground mine
24/7 and enhance the face u:liza:on. Open pit mines and underground can op:mize machine u:liza:on
• Autonomous Machines enables huge improvements but requires
huge investments and takes :me to implement • A Mining Opera:onal Centre enables improvements both in short
and long term – Easy and fast to implement – Requires an exis:ng datacom infrastructure 0
10
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30
40
50
60
70
Mining ac:vi:es during 24 hours
The effect of autonomous machines The effect of introducing a Mining Opera:onal Centre Today
Improvement poten:al: Autonomous Machines 40-‐80% Mining Opera:onal Centre 10-‐20%
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• From a cost effec:ve deployment and reuse of exis:ng datacom infrastructure, Comms Interna:onal with partners can deliver a Mining Opera:onal Center that:
– Increases the overall produc:on efficiency between 10-‐20 %
– Lowers opera:onal costs – Increases the personal safety in
underground mines – Delivers posi:on data and decision
support to other exis:ng mine automa:on applica:ons
MINING INTELLIGENCE VALUE PROPOSITION
A small investment but a giant leap in mine automa1on
Developed in coopera:on with & used by, Boliden and LKAB
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NEXT GEN PROCESS AUTOMATION & CONTROL
• Increase the situa:on awareness in the underground mines by enabling real-‐:me posi:oning of vehicles, equipment and personnel together with visualiza:on in 3D maps
• Increase the collabora:on between your personnel in the
underground mine by integra:on of voice, messaging and CCTV services from the 3D view of the mine
• Make beaer decisions by enabling data integra:on of various
informa:on sources to each visualized resource in the underground mine. Making it possible to search and visualize all tracked items (vehicles, equipment and personnel)
• Increase the mine automa:on by crea:on of sta:c or dynamical
geofences with customized triggers and ac:ons, e.g posi:on based ven:la:on control
• Avoid produc:on boalenecks by visualizing the mining process in 3D and correla:ng the reality with the produc:on planning and Workforce Management System
• Allow us to help you with Quality Assurance
– Make sure that the loading of materials have been performed in the correct part of the mine
– Avoiding people wai:ng on each other: Iden:fy people that
has performed their tasks but forgot to report – Full integra:on to 3rd party applica:ons such as Dispatch
systems.
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A NEW DIMENSION TO PERSONAL SAFETY
• Automate the surveillance of dangerous areas by adding geofences (user defined digital fences) that limit access to recently blasted areas, areas with dangerous gases, unsecure areas – high rock tension
• Simplify your permission access. E.g. limit access for personnel to certain
areas using geofences (can be integrated with HR system in use) • Minimize the :me for evacua:on by determine the best emergency escape
routes when there is an accident and send this informa:on to personnel at the right loca:ons
• Posi:on personnel more accurately by integra:ng mul:ple posi:on sources
(which increases the quality of the posi:on data and hence beaer and safer decisions)
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A ROBUST, LOW RISK SOLUTION FOR AUTOMATION
Mobilaris solu:on covers a mul:tude of posi:on technologies. This allows the Mobilaris approach to reuse your exis:ng data/telecom solu:on to create a technology agnos:c RTLS solu:on – i.e. a cost-‐efficient solu:on that could be based upon:
• A mining solu:on developed in partnership with high-‐tech mining corpora:ons as part of the Future mining strategies.
• A proven solu:on with focus on real customer value func:ons • A robust mining solu:on that is easy to deploy
– Web based graphical user interface makes it easy to execute on many plaRorms (PC’s, tablets, mobile phones)
• An open system
– Easy integra:on with other systems for Ven:la:on Control, Voice & CCTV, Produc:on Planning, Workforce Management, open API’s and SDk’s.
• A future proof solu:on
– Technologies evolves constantly. Do not base your mine automa:on solu:on upon only one technology. Communica:ons Interna:onal will partner with you to keep providing evolving technologies to further enhance your opera:ons and keep your solu:on up to date.
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MINING INTELLIGENCE – FROM PIT TO PORT
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MINING INTELLIGENCE – LEVERAGING ALL STANDARDS ACROSS ALL OPERATIONS
GPS TETRA, LTE, 3G, 2G
WiFi LEAKY FEEDER RFID
By combining underground posi:oning and Open-‐Pit posi:oning/comms technologies with mobile networks and GPS posi:oning; Communica:ons Interna:onal and Mobilaris are able to deliver a complete posi:on based decision support plaRorm.
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RFID tags for mass loca:on of equipment
M2M posi:oning
”I know where I am and now I see you. I’ll report your posi:on”
”We see eachother and as you are more precised posi:oned, I inherit your posi:on”
INDIRECT POSITIONING
GPS devices aaached to objects outdoors
Posi:oning from mobile network controllers
Posi:oning from WiFi controllers
Any kind of 2G/3G/4G mobile device on vehicles
Any kind of WiFi tag on vehicles
DIRECT POSITIONING
Iner:a or dead reconing based posi:onning
Posi:oned items
Intelligence layer
GIS
Posi:oning data gathering layer
WLAN (netw)
WLAN (client)
RFID
Vehicle INS
Nearby items
Mul:ple posi:oning sources
Mobile Network
GPS
Geofences Rules etc Other
Informa:on Sources
Applica:on layer
Posi:on vehicles, equipment and personnel using various posi:oning technologies Directly or indirectly
Gather the posi:on data and correlate it with GIS or other sources
HOW ITS DONE
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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”I know where I am and now I see you. I’ll report your posi:on”
”We see eachother and as you are more precised posi:oned, I inherit your posi:on”
RFID tags for mass loca:on of equipment
GPS devices aaached to objects outdoors
M2M posi:oning
Posi:oning from mobile network controllers
Posi:oning from WiFi controllers
Any kind of 2G/3G/4G mobile device on vehicles
Any kind of WiFi tag on vehicles
DIRECT POSITIONING
INDIRECT POSITIONING
Iner:a or dead reconing based posi:onning
Posi:oned items
Intelligence layer
GIS
Posi:oning data gathering layer
WLAN (netw)
WLAN (client)
RFID
Vehicle INS
Nearby items
Mul:ple posi:oning sources
Mobile Network
GPS
Geofences Rules etc Other
Informa:on Sources
Applica:on layer
Posi:oned items
Intelligence layer
GIS
Posi:oning data gathering layer
WLAN (netw)
WLAN (client)
RFID
Vehicle INS
Nearby items
Mul:ple posi:oning sources
Mobile Network
GPS
Geofences Rules etc Other
Informa:on Sources
Applica:on layer
Visualize the real-‐:me posi:oned objects in a 3D map of the underground mine
Add objects from other informa:on sources
Create geofences that triggers other apps
Integra:on with exis:ng or new applica:ons
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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MOBILARIS OFFERING 1. Install Mobilaris Mining Intelligence Solu:on and get
rapid payback on your investment by increased produc:on efficiency and safety
– Reusing your exis:ng datacom infrastructure
2. Integrate with other mining applica:ons to become even more efficient
MOBILARIS SERVICES
Voice CCTV
Ven:la:on Control
Produc:on Planning
Workforce Management
MOBILARIS MINING INTELLIGENCE SOLUTION ADVICE
IMPLEMENT & INTEGRATE
PRESTUDY TG
TG
Input Report
Def of scope Report
Def of scope
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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A MULTITUDE OF CUSTOMER VALUE
• A Mining Intelligence Solu:on not only for a selected few but for all
– Crea:ng a mul:tude of customer value for
personnel in various roles. – Able to trigger events based on opera:onal needs. – Able to search and find any person or asset
quickly.
• In :mes of recession, invest in solu:ons that will help you become more efficient and save money with a short pay-‐back period
Dispatchers Mining Management
Mine workers
Traffic Management
Ven:la:on/Energy
Maintenance personnel
IT department
Security/Safety
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A MULTITUDE OF VALUE !
Mobilaris Mining Intelligence MMI RTU
License
BUSINESS LOGICS
Integra:on with Fan SW
Decrease Energy Cost
Yearly savings
Yearly savings
Incr Efficiency for Dispatchers (situa:on awarenes)
Training
Yearly savings
Yearly savings
Integr
Yearly savings
Yearly savings Integra:on with
ext mine appl
Integr
Yearly savings
Yearly savings Integra:on with
ABB 800XA
Integr
Yearly savings
Yearly savings
Integra:on with Prod planning and Fleet Mgmt
Incr Efficiency for Miners (situa:on awarenes)
Tablets
Yearly savings
Yearly savings
Training
Increased Personal Safety
an investment in… …enables values in…
…as well as in…
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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ROADMAP
Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May
2013 2014
R 1.0
R 1.1
Major features planned for R 1.0: • Real-‐:me tracking of vehicles, equipment and personnel • Real-‐:me 3D map • Tools for crea:on and management of basic geofences • Analysis of historical data with posi:on logs • Cisco WLC based Wi-‐Fi posi:oning • RFID posi:oning via IDENTEC SOLUTIONS’ access control • Integra:on with external messaging systems such as Ascom, Skype
Major features planned for R 1.1: • Advanced rules for geofences • Visualiza:on of historical data • Wi-‐Fi posi:oning through integra:on with Cisco WLC (NMSP)
• Event and alarm no:fica:ons provided via SNMP • Mass loca:on of objects using RFID • Integra:on of ABB 800XA • Loca:on based notes
Prototype
Mobilaris Mining Intelligence prototype released
Suggested features beyond R 1.1: • Integra1on with third-‐party ERP systems • Simplified touch UI view for handheld devices • Integra1on with other posi1oning technologies
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
Developed in associa:on with LKAB and Boliden
Beta release
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A MULTITUDE OF CUSTOMER VALUE
• A Mining Intelligence Solu:on not only for a selected few but for all
– Crea:ng a mul:tude of customer value for personnel i various roles
• In :mes of recession, invest in solu:ons that will help you become even more efficient and save money with a short pay-‐back period
Dispatchers
Mining Management
Mine workers
Traffic Management
Ven:la:on/Energy
Maintenance personnel
IT Department Security/Safety
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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SCENARIOS
Where is the nearest pump?
What is the shortest route to Block 8-‐820?
I wonder if this is the route?
There is an alarm where am I?
I wonder when the scaling
machine is now?
Is this an updated map?
The fuelling sta?on should be here somewhere?
Where are they? I can´t see them on
the screen.
Ven?la?on on full speed but no one
there
Hmmm this seem to be the wrong machine.
INTRODUCTION VALUE PROP OFFERING CUSTOMER VALUE SCENARIOS TECHNOLOGY
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EXAMPLE OF CUSTOMER VALUE 1(8)
In some mines, the ven:la:on is controlled and setup according to the planned work, not how its actually done. According to exper:ze the energy cost for the ven:la:on can be reduced in many areas with more precise decision support. Es:mates on 20-‐30 % reduc:on of energy cost is proposed • Decisions based on density of vehicles and personnel
in a specific area combined with intelligent geofences will create the basis for this reduc:on
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EXAMPLE OF CUSTOMER VALUE 2(8)
• A good decision support system transforms data to informa:on and then informa:on to ac?on
• All mining opera:on center workers are not equally experienced.
With a good decision support system the less experienced will have a much beaer performance and learning curve and even the experienced will improve
• 3D visualiza:on of the mine and the assets will give a direct
improvement of the process flow • Possibility to connect underground and ground level visualiza:on
with addi:onal benefits • Tracking of
– Vehicles – Equipment – Staff – with privacy protec:on
• Some examples: – Visualisa:on –Overview
• A tool for an opera:on center for viewing • Easy access to other posi:oning based decision
systems launched in the visualiza:on mode
– Geofencing • Trigger alarms or events based on people or vehicle
movements in an area
– Search and filtering func:ons • Filtering of vehicles types, roles, equipment type • Searching for people/vehicles/equipment closest to a
posi:on (calculate es:mated distance)
– Messaging services • Direct messages to staff or vehicles in a certain area
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EXAMPLE OF CUSTOMER VALUE 3(8)
• Traffic management
– Improved logis:cs through visualiza:on – When a danger or obstacle occurs reroute or stop other
vehicles by dynamic geofencing and messaging – Avoid unnecessary :me for finding fuel or oil depots
knowing the loca:on of the closest one – Improve road maintenance by finding equipment like
traffic signs, informa:on signs, … by using cost efficient RFID iden:fied equipment
• Traffic management
– Gevng informa:on about traffic density – Warning other vehicles of traffic disturbing events – Improve evacua:on by direc:ng staff and vehicles based
on their posi:on – Direct informa:on to vehicles mee:ng in narrow areas
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EXAMPLE OF CUSTOMER VALUE 4(8)
• Guidance when an accident occurs
– Specific guidance to personnel how to evacuate based on their posi:on
– Directed communica:on to the personnel in
danger zones. Checking for response or movements
– Indica:on of people s:ll lem in the danger
zones
• Replay of events
– Amer an accident vehicles, personnel and equipment posi:ons can replayed to understand and inves:gate causes. To improve and avoid similar events
• Quality assurance
– Check that loading has been performed from-‐to the right posi:on
– Quality assurance of processes (example: a person has lem an area but not reported that the task is finished)
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EXAMPLE OF CUSTOMER VALUE 5(8)
• Geofencing
– By making it easy to create permanent or temporary geofences personnel or mining opera:on can be alerted that someone is moving into a restricted area – avoiding unnecessary produc:on stops
– Geofences can be created by mining
opera:ons or automa:cally by seismic warning systems or other alert
• Alarm func:onality
– Personnel not moving amer a specified :me may be injured
– Personnel or vehicles passing a geofence
• Automa:c events coupled to triggers
– Automa:c warnings to people or vehicles moving into areas with remotely controlled vehicles
– Automa:c events based on roles – specific roles may have access to an area but not others
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EXAMPLE OF CUSTOMER VALUE 6(8)
• Mining automa:on is dependent on infrastructure for communica:on, posi:oning and GIS informa:on
• Measurement of service level for Wi-‐Fi network is
a key
– Vehicles can be equipped with automa:c measurement equipment and Wi-‐Fi coverage can be visualized in 3D
• Example of func:onality:
– Simplify extension of Wi-‐Fi-‐network
• A tool for IT department to view status and plan reconfigura:on
• Iden:fy faulty access points
– Simplify the measurement of the mine (GIS)
• Tools for IT personnel to add informa:on to the 3D map and synchronize with the mine maps
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EXAMPLE OF CUSTOMER VALUE 7(8)
• Fault repor:ng and planned maintenance
– Handheld clients help personnel to simplify repor:ng of faults and broken equipment with their posi:on
– Planning of repair personnel movement
based on faulty units loca:on
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EXAMPLE OF CUSTOMER VALUE 8(8)
• Naviga:on in the mine for everyone but maybe specifically for new people
– Simple tablets or even smart phones with
3D visualiza:on gives you informa:on about where you are and where to go
– Access to handheld search func:ons – Easier decisions based on more local
informa:on will off-‐load central mine opera:ons
• Evacua:on support
– When an emergency situa:on occur route direc:ons can be visualized individually to find way out or finding an escape pod
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SCENARIO: EFFICIENT COOPERATION
• Klockan är 07:23, Nisse har just börjat skrota då en hydraulslang brister
• Nisse rapporterar felet i sin WLAN telefon
• Time is 07:23. At Block 7-‐820 Mike has just begun to drill when a hydraulic hose bursts on the drill ”Old Beay”
• A fast repair is now needed if valuable :me shall
not be wasted • Mike reports the incident immediately on his
Wi-‐Fi phone or Radio
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SCENARIO: EFFICIENT COOPERATION
• The fault is shown in the Mining Opera:onal Centre
• John can inves:gate the
fault and take ac:on to find the most suited personnel
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John clicks on ”more info” and realizes that this maaer needs aaen:on if not the whole produc:on cycle will be delayed
To gain beaer situa:on awareness, John clicks on ”Goto” that automa:cally transfers the 3D map to the place where the alarm was raised
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John gets a good real-‐:me overview over the area showing the posi:on of various resources in the produc:on area
John right-‐clicks on the alarming machine and gets more detailed informa:on
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John right-‐clicks on the alarming machine and gets more detailed informa:on
Search relative to this object Chat Voice call Object info
Chat Voice call View Workorder
Drill ”Old Betty”
Drive to Block 7-820 and be there at 07:00 Start drilling and report back to Operations Centre when finished Drive to the oil bar at 775 and fill up hydraulic oil
Workorder for ”Old Betty”
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Search for
Found items:
Repair personnel
Repair man Id 414 19 mins away Repair man Id 245 34 mins away Repair man Id 4 32 mins away Repair man Id 765 45 mins away Repair man Id 3 23 mins away Repair man Id 13 15 mins away
John then starts a local search for repair personnel located near Mike
John launches a chat with Mike via the Wi-‐Fi network
Search relative to this object Chat Voice call Object info
> Hi Hydraulic oil is pooring out! Can you hurry up please!!!
Mike
John selects the repair guy that are able to help out in the shortest possible :me and starts a chat
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Search for
Found items:
Repair personnel
Repair man Id 414 19 mins away Repair man Id 245 34 mins away Repair man Id 4 32 mins away Repair man Id 765 45 mins away Repair man Id 3 23 mins away Repair man Id 13 15 mins away
> Hi Hydraulic oil is pooring out! Can you hurry up please!!!
Mike
Hi again Mike, Peter will be there in 20 minutes
> Thanks mate ;)
Peter
Hi! Would you have the possibility to get to Block 7-820 quickly and change a hydraulic hose on the ”Old Betty”?
> Sure thing mate, I can be there in 20 mins
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SCENARIO: EFFICIENT COOPERATION
• Thanks to the efficient Mining Opera:onal Centre system, the right resources were used and the :me to repair was minimized – avoiding produc:on losses
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SCENARIO: PERSONAL SAFETY
• Time is 09:14. In Block 5-‐840 scaling is ongoing when suddenly the whole area shivers
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In the Opera:ons Centre at 775, John gets a cri:cal alarm from the seismic sensor system that reports increased rock tensions in Block 5-‐840
Seismiskt alarm: Förhöjd spänning
To get a beaer understanding of the situa:on, John clicks the ”Goto” buaon that automa:cally transfers the real-‐:me 3D map to the area of interest
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Seismiskt alarm: Förhöjd spänning
John seeks more informa:on and gets automa:cally directed to a mining engineer – Tom
John quickly creates a geofence in order to seal off the whole area
Enter Alert text Enter Notification text
Greate Geofence
Place markers
Create Geofence
Submit Message
Evacuate Block 5-840 immediately due to increased rock tensions. Report to OC when you are outside the area
Alarm!!! This area is sealed-off. Turn back immediately Evacuate Block 5-840
immediately due to increased rock tensions. Report to OC when you are outside the area
> Hi John!! My instruments shows large increased tensions in the whole Block 5-‐840. You’d beaer geofence it and start an evacua:on
Tom
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Seismiskt alarm: Förhöjd spänning
John can now see the effect of the broadcasted message to all personnel in the dangerous area
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SCENARIO: PERSONAL SAFETY
• Both Tom and the staff at Mine Control are happy that the evacua:on of Block 5-‐840 was executed as quickly and smoothly as possible
• All personnel are now outside the
dangerous area
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SCENARIO: TRAFFIC CONTROL
• In his own view of the mine, Bruce (responsible for all roads in the mine) can monitor the traffic situa:on and see:
– Traffic density – Where road maintenance ac:vi:es are ongoing – Where all equipment Is located – Where the roadsigns are placed – Where the digital signage displays are placed – Where heavy ore transports are – Warn others of heavy transports – Direct the traffic at evacua:ons – Lead and priori:se traffic at :mes of limited road
access – Assist transport that meet at conges:on points
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Bruce reads an alarm from one of the trucks that has reported a severe engine breakdown in Block 12-‐820. Bruce clicks on ”Goto” to quickly get an overview
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Now, Bruce sees the truck and zooms in to get a closer look
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Enter Alert text Enter Notification text
Greate Geofence
Place markers
Create Geofence
Submit Message
Warning! Road 11 is blocked by a truck with an engine failure. Take alternative route at Road 700
Warning, road block ahead! In order to redirect the traffic, Bruce quickly creates a geofence
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SCENARIO: TRAFFIC CONTROL
• Thanks to the Mining Intelligence System, Bruce could rapidly respond to the situa:on and see to that transporta:ons could con:nue, avoiding disturbances
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Road block ahead at Road 11. Take alternative route at Road 700
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