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Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal

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Page 1: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

Decision Support System - DSS

Final Conference Bremerhaven, 7.2. 2019

Matthias Reuter Sabine Bohlmann TU Clausthal

Page 2: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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WP5 data base WP5 Decision Support System

DAIMON related data from project partners for conditioning the DSS. In detail:

data from munition objects out of munition data base Fish/mussel data Sediment data Wrack data (VRAKA model) Current model Leakage model

In summery more than 25.000 data sets

Page 3: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Data handling/data storage WP 5.1 Decision Support Software

storage in a classical database structure

exchange via REST API Services

storage on internal DSS server

Page 4: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Data handling/data storage WP 5.1 Decision Support Software

For a sofisticated decision support these data are combined with situation relevant environmental data describing:

Ship traffic intensity

Fishing intensity

Meterological data

Elementary physical and chemical data about the region where the objects and the protection goods are placed

Cadastral maps with information about depth, economic zones, protection areas etc.

Page 5: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

Resulting concept for a decision tree

Munition

Page 6: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

Decision tree for influence to protection goods

Protection goods: Fishermen Tourist Fish Flora/Fauna Infrastructure Ship traffic

Page 7: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Realisation and examples/ First step

WP5 Decision Support System

Georeferenced visualisation of objects

Page 8: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Realisation and examples/ Second step

WP5 Decision Support System

Implementation of a modula (neural net based) decision supporting system, involving moduls for:

2 nets for fishes

2 nets for munition

1 net for sediment

1 net for wracks

1 net for environment

Page 9: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Realisation and examples/ Third step

WP5 Decision Support System

Neural nets for combing objects – protection goods

Radius munition to

ship

Radius fish to tourist

Radius wrack to fishermen

Page 10: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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WP5.2 Development of DSS WP5 Decision Support System

This is how it looks like when the nets are trained:

Page 11: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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How it works in detail/Part one:

object parameters

WP5 Decision Support System

Sediment VERIFIN et al Fish data TI-FI/AWI

Munition parameter DB TUC

Actual state of munition

Page 12: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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How it works in detail/Part two:

Object influencing parameters

WP5 Decision Support System

Identification and definition of parameters that influence the objects in their environment

Example parameters

for munition

Page 13: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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How it works in detail/Part three:

Scenario relevant parameters

WP5 Decision Support System

For action in legal aspects, relevant relationship between objects and protection goods have to be taken into account, means

different management options legal aspects action plans guidelines

Page 14: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Example WP5 Decision Support System

Object: dumped at 80 meters, protection good: fishermen

Report

Object color:

Object color assumed:

Object of protection color:

Management options:

Legal aspects:

Overall color:

Object of protection in detonation radius

Object of protection in leakage radius:

Environmental impact:

Level of confidence:

monitoring

Poland

Page 15: Decision Support System - DSS - DAIMON Project...Decision Support System - DSS Final Conference Bremerhaven, 7.2. 2019 Matthias Reuter Sabine Bohlmann TU Clausthal 2 WP5 data base

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Example WP5 Decision Support System

Object: munition on bord, protection good: fishermen

Report

Object color:

Object color assumed:

Object of protection color:

Management options:

Legal aspects:

Overall color:

Object of protection in detonation radius

Object of protection in leakage radius:

Environmental impact:

Level of confidence:

act

Poland