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Coal Barge Schedule Optimization
Feb. 2020
Executive Summary
» In an attempt to reduce or eliminate these delays, Sinarmas Mining and Smartfren conducting assesment to develop a
modeling framework and decision support system to facilitate the planning and management of BC’s transshipment
operations.
» The system utilizes fast search algorithms that deliver efficient schedules, minimizing the cost of delays and additional
resources required.
Scientific
Approach
» Digitalization of transhipment process utilizing AIS as location sensors
» Involving of coal-barges/tug boats, Floating Cranes and Coal Mother Vessels
Scope
» Feasibility on vessel where about for safety and security
» More effective and efficient operation
Business
Impact
Backgrou
nd
» This focuses on BC’s maritime operations in Indonesia, where coal is transported from mines to ocean-bound vessels
via roads, rivers and off-shore. Currently, transportation delays are causing BC to lose tens of millions of dollars per
year in demurrage and detention penalties.
» Additional resources such as barges and floating cranes can be hired in advance to minimize the impact of delays, but
their economic benefit is often unclear.
» Barges rotate from BC’s hub to a supplier jetty, where they are loaded, to the port,
where they are discharged onto a client vessel, and back to the hub.
» Waiting for available loading and discharging resources can happen at every stage.
Barges logistic process
» Overall, a voyage (from hub to hub) can require anywhere between 3 and 10 days, and therefore a barge voyage
needs to start well in advance of the anticipated arrival of the customer vessel in order to be able to start
discharging on time.
» Each vessel has an estimated time of arrival (ETA, see Figure ), mutually agreed upon by Noble and the customer
at least two weeks in advance.
» Also mutually agreed upon is the laytime, a time window that starts with the vessel’s arrival, after which the vessel
has to be fully loaded
» On rare occasions, loading finishes before the end of the laytime, resulting in despatch, a bonus for BC, typically at
half the rate of demurrage.
» The estimated time of arrival (ETA) of a vessel denotes the start of the lay time, i.e., the maximum time window in
which the vessel has to be loaded. Overruns result in demurrage penalties (left), and early completion in despatch
bonuses (right).
Demurrage and Despatch
AIS – R
Sensor
UNLOADING
Barge Optimization Description
Mother
Vessel
Tug Boat, Barge
Jetty
NEAR
TRANSHIPMENT
IN
QUEUING
Floating
Crane
VTS
Analytical
dB
TCPIP
Network
Realtime Info : Position, Speed,
Heading, Status, ETA
Visualization and Reports
Actionable Items
Auto Schedule
Location
beacon Location
beacon
» Continuously track vessel activity being
conducted across upstream and
downstream operations
» Gain a competitive advantage in terms
of understanding upstream trends to
better assess the next work site
» Monitor in real-time all shipping
activity taking place in and around
transhipment and the platform itself to
minimize potential disaster
» Ensure consistent, tracking of all
vessels even as offshore activities at
open ocean:
Ability to set geo-fencing based on
real-time location: Shipment,
Queueing, Loading, Unloading and
& Returning
Automatic vessel scheduling and
optimization
...the digitalization is expected to
bring in benefits,
❶ Operational Process of Coal Transhipment
❷ Operational Process in Digital Space
UNLOADING
From Jetty to Mother Vessel on Open Sea - Coverage Plan
20 km
SUARAN
LATI
SAMBARATA
22 km
30 km
TRANSHIPMENT
Network Topology
AIS Server
in Cloud
Internet
Connection
BC Command
Center
Land
Sea
35 NM
A B
Transponder
Receiver
Class A
Lat, Long
User Acess
» AIS receiver achieve data from
transponder in the vessel
» Data store in the cloud server
via internet
» Command center monitor
realtime movement of vessel
» User acces data via browser on
handset or notebook
Receiver
Class A
System Architecture and Scenario
Install AIS Receiver Class
A / Repeater
On Tower at BC Port
Using AIS Transponder Class B
Existing Installed In Vessels
AIS Server
in Cloud
Internet
Connection
Internet Connection
Remote Console BC Command
Center
1. Install AIS Receiver Class A at tower at one of port in Berau Site Area
2. Turn on AIS unit existing installed in vessel and add it into AIS platform
application for monitoring (at least one vessel)
3. AIS Transponder installed in vessel send location data to AIS Receiver as long
as cover by coverage area every 5 minutes period time
4. AIS Receiver / Repeater located at at tower at one of port in Berau Site Area
to receive the AIS data and send it to AIS cloud server through internet
connection
5. AIS Server will process the data about vessel location etc
6. AIS server can be access remotely from internet by the user via internet
browser.
AIS Receiver class A
and Repeater
On Tower at BC Port
AIS Server
in Cloud
Internet
Connection
Internet Connection
Remote Console
BC Command
Center
Per barge tracking
1. Icon of barge speed
2. Limit Number of History
(location each 30min)
3. Speed
Vesel Information
1. Date time
2. Status
3. Connected/disconected
4. Long-Lat
5. Heading
6. Speed
Point A
Point B
Tracking
1. Distance
2. Heading
3. Speed
4. Tracking History
5. Vessel Company profile
Interconnection and monitoring AIS
transponder Class B in Vessel, to the AIS
receiver class A in port and monitoring
system
System Architecture and Scenario
Vessel move from Point A to point B
Using AIS Transponder Class B
Existing Installed In Vessels
 The barge rotation algorithm
decomposes the problem into a
voyage allocation part and a
voyage scheduling part, which are
invoked initially to generate a
feasible schedule, and then are
called iteratively in a voyage
improvement heuristic, i.e., a local
search procedure that modifies
the initial allocation decisions.
 The barge rotation algorithm is
comprised of a voyage allocation
(block V) and a voyage scheduling
part (block VI).
 Blocks III-IX iterate between the
two parts, in order to generate
improved feasible solutions
The Barge Rotation algorithm: voyage allocation, scheduling and improvement
Proof of Concept Barge Optimization
4
JETI Loading Shipment Queuing
Unloading
Mother Vessel
Returning
Queuing
Approaching
Loading
One Cycle of Coal Shipment:
1. Eleven hours
2. Normal cycle (There are unscheduled
and vessel dispatch)
Receiver VHF ICOM
“1” hour “1.5” hour “3” hours
“2” hours
“3” hours
“1.5” hours
AISSAT Imani Prima
Shipping Approaching
Thank You

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Vessel and barge track and monitoring

  • 1. Coal Barge Schedule Optimization Feb. 2020
  • 2. Executive Summary » In an attempt to reduce or eliminate these delays, Sinarmas Mining and Smartfren conducting assesment to develop a modeling framework and decision support system to facilitate the planning and management of BC’s transshipment operations. » The system utilizes fast search algorithms that deliver efficient schedules, minimizing the cost of delays and additional resources required. Scientific Approach » Digitalization of transhipment process utilizing AIS as location sensors » Involving of coal-barges/tug boats, Floating Cranes and Coal Mother Vessels Scope » Feasibility on vessel where about for safety and security » More effective and efficient operation Business Impact Backgrou nd » This focuses on BC’s maritime operations in Indonesia, where coal is transported from mines to ocean-bound vessels via roads, rivers and off-shore. Currently, transportation delays are causing BC to lose tens of millions of dollars per year in demurrage and detention penalties. » Additional resources such as barges and floating cranes can be hired in advance to minimize the impact of delays, but their economic benefit is often unclear.
  • 3. » Barges rotate from BC’s hub to a supplier jetty, where they are loaded, to the port, where they are discharged onto a client vessel, and back to the hub. » Waiting for available loading and discharging resources can happen at every stage. Barges logistic process
  • 4. » Overall, a voyage (from hub to hub) can require anywhere between 3 and 10 days, and therefore a barge voyage needs to start well in advance of the anticipated arrival of the customer vessel in order to be able to start discharging on time. » Each vessel has an estimated time of arrival (ETA, see Figure ), mutually agreed upon by Noble and the customer at least two weeks in advance. » Also mutually agreed upon is the laytime, a time window that starts with the vessel’s arrival, after which the vessel has to be fully loaded » On rare occasions, loading finishes before the end of the laytime, resulting in despatch, a bonus for BC, typically at half the rate of demurrage. » The estimated time of arrival (ETA) of a vessel denotes the start of the lay time, i.e., the maximum time window in which the vessel has to be loaded. Overruns result in demurrage penalties (left), and early completion in despatch bonuses (right). Demurrage and Despatch
  • 5. AIS – R Sensor UNLOADING Barge Optimization Description Mother Vessel Tug Boat, Barge Jetty NEAR TRANSHIPMENT IN QUEUING Floating Crane VTS Analytical dB TCPIP Network Realtime Info : Position, Speed, Heading, Status, ETA Visualization and Reports Actionable Items Auto Schedule Location beacon Location beacon » Continuously track vessel activity being conducted across upstream and downstream operations » Gain a competitive advantage in terms of understanding upstream trends to better assess the next work site » Monitor in real-time all shipping activity taking place in and around transhipment and the platform itself to minimize potential disaster » Ensure consistent, tracking of all vessels even as offshore activities at open ocean: Ability to set geo-fencing based on real-time location: Shipment, Queueing, Loading, Unloading and & Returning Automatic vessel scheduling and optimization ...the digitalization is expected to bring in benefits, ❶ Operational Process of Coal Transhipment ❷ Operational Process in Digital Space UNLOADING
  • 6. From Jetty to Mother Vessel on Open Sea - Coverage Plan 20 km SUARAN LATI SAMBARATA 22 km 30 km TRANSHIPMENT
  • 7. Network Topology AIS Server in Cloud Internet Connection BC Command Center Land Sea 35 NM A B Transponder Receiver Class A Lat, Long User Acess » AIS receiver achieve data from transponder in the vessel » Data store in the cloud server via internet » Command center monitor realtime movement of vessel » User acces data via browser on handset or notebook Receiver Class A
  • 8. System Architecture and Scenario Install AIS Receiver Class A / Repeater On Tower at BC Port Using AIS Transponder Class B Existing Installed In Vessels AIS Server in Cloud Internet Connection Internet Connection Remote Console BC Command Center 1. Install AIS Receiver Class A at tower at one of port in Berau Site Area 2. Turn on AIS unit existing installed in vessel and add it into AIS platform application for monitoring (at least one vessel) 3. AIS Transponder installed in vessel send location data to AIS Receiver as long as cover by coverage area every 5 minutes period time 4. AIS Receiver / Repeater located at at tower at one of port in Berau Site Area to receive the AIS data and send it to AIS cloud server through internet connection 5. AIS Server will process the data about vessel location etc 6. AIS server can be access remotely from internet by the user via internet browser.
  • 9. AIS Receiver class A and Repeater On Tower at BC Port AIS Server in Cloud Internet Connection Internet Connection Remote Console BC Command Center Per barge tracking 1. Icon of barge speed 2. Limit Number of History (location each 30min) 3. Speed Vesel Information 1. Date time 2. Status 3. Connected/disconected 4. Long-Lat 5. Heading 6. Speed Point A Point B Tracking 1. Distance 2. Heading 3. Speed 4. Tracking History 5. Vessel Company profile Interconnection and monitoring AIS transponder Class B in Vessel, to the AIS receiver class A in port and monitoring system System Architecture and Scenario Vessel move from Point A to point B Using AIS Transponder Class B Existing Installed In Vessels
  • 10.  The barge rotation algorithm decomposes the problem into a voyage allocation part and a voyage scheduling part, which are invoked initially to generate a feasible schedule, and then are called iteratively in a voyage improvement heuristic, i.e., a local search procedure that modifies the initial allocation decisions.  The barge rotation algorithm is comprised of a voyage allocation (block V) and a voyage scheduling part (block VI).  Blocks III-IX iterate between the two parts, in order to generate improved feasible solutions The Barge Rotation algorithm: voyage allocation, scheduling and improvement
  • 11. Proof of Concept Barge Optimization 4 JETI Loading Shipment Queuing Unloading Mother Vessel Returning Queuing Approaching Loading One Cycle of Coal Shipment: 1. Eleven hours 2. Normal cycle (There are unscheduled and vessel dispatch) Receiver VHF ICOM “1” hour “1.5” hour “3” hours “2” hours “3” hours “1.5” hours AISSAT Imani Prima Shipping Approaching