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Commit 3e8bc7f8 authored by panos's avatar panos Committed by Georgios Dagkakis
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Three examples added that show the integration of the KE tool and Simul8

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dream/KnowledgeExtraction/KEtool&Simul8_examples/ParallelStationsFailures/ParallelStations.xml 0 → 100644
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<SIMUL8XML>
<SimulationParameters>
<Trial>
<Title></Title>
<Runs>5</Runs>
<SendToVISA>No</SendToVISA>
</Trial>
<Units>
<Distance>0</Distance>
<Time>1</Time>
<PixelsPerDistanceUnit>10</PixelsPerDistanceUnit>
<DefaultSpeed>10</DefaultSpeed>
<Flow_units_text>Kg</Flow_units_text>
<Flow_units_text2>Kgs</Flow_units_text2>
<CustomDistanceText>feet</CustomDistanceText>
</Units>
<IgnoreLargeBatchWarnings>No</IgnoreLargeBatchWarnings>
<ResultsCollectionPeriod>2399.4999</ResultsCollectionPeriod>
<ResultsIgnoreInitialContents>Yes</ResultsIgnoreInitialContents>
<BeepOnComplete>No</BeepOnComplete>
<RouteInBeforeAlways>Yes</RouteInBeforeAlways>
<V4ActionSeq>No</V4ActionSeq>
<OldConveyorTiming>No</OldConveyorTiming>
<OldWorkEntryBreaks>No</OldWorkEntryBreaks>
<AllowResourceHolding>Yes</AllowResourceHolding>
<Randomness>
<Antithetic>No</Antithetic>
<AutoChange>No</AutoChange>
<SingleLogicStream>No</SingleLogicStream>
<CommonRandomNumbers>Yes</CommonRandomNumbers>
<CurrentStream>1</CurrentStream>
<Distributions>
</Distributions>
<RNStream StreamNumber="1">
<SubRNStream ID="1">
<Seed>1690301494</Seed>
</SubRNStream>
<SubRNStream ID="2">
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</RNStream>
</Randomness>
<Warmuptime>0</Warmuptime>
<Finance>
</Finance>
<Shifts>
</Shifts>
<ResultsInterval>5</ResultsInterval>
<SDTimeSlice>0.1</SDTimeSlice>
<ResultsSyncAfterOtherEvents>Yes</ResultsSyncAfterOtherEvents>
<StoreThroughputResults>Yes</StoreThroughputResults>
<ResultsSummary>
</ResultsSummary>
<ResultsExport>
</ResultsExport>
<Comparisons>
<Trials>Yes</Trials>
<Runs>Yes</Runs>
<TrialsAllRuns>No</TrialsAllRuns>
<TrialsAverage>Yes</TrialsAverage>
<TrialsRange>No</TrialsRange>
</Comparisons>
</SimulationParameters>
<Environment>
<AlwaysShowArrows>Yes</AlwaysShowArrows>
<ShowArrows>Yes</ShowArrows>
<ShowResourceArrows>No</ShowResourceArrows>
<ShowArrowsInterWindow>Yes</ShowArrowsInterWindow>
<ShowArrowsInterWindowHidden>Yes</ShowArrowsInterWindowHidden>
<AlwaysShowSubWindows>Yes</AlwaysShowSubWindows>
<ShowAllLinks>No</ShowAllLinks>
<AutoBinTitles>Yes</AutoBinTitles>
<NewGroupOnDuplication>No</NewGroupOnDuplication>
<AutoLink>No</AutoLink>
<PrintToFitPages>0</PrintToFitPages>
<PrinterZoomWidth>1</PrinterZoomWidth>
<PrinterZoomHeight>1</PrinterZoomHeight>
<PreferenceZoomFactor>1.05</PreferenceZoomFactor>
<GraphUpdateInterval>5000</GraphUpdateInterval>
<GraphExportIncludeTitles>Yes</GraphExportIncludeTitles>
<ApplyReverseResourceTravelTimes>Yes</ApplyReverseResourceTravelTimes>
<Clock>
<Face>1</Face>
<HHMMSScode>0</HHMMSScode>
<Speed>0.49</Speed>
<RealSpeed>60</RealSpeed>
<StartOfDay>540</StartOfDay>
<LengthOfDay>480</LengthOfDay>
<Style>2</Style>
<ShiftsPerDay>1</ShiftsPerDay>
<ShiftsPerWeek>8</ShiftsPerWeek>
<DaysPerWeek>5</DaysPerWeek>
<Text></Text>
<ClockSpeedPrioritizeAnimation>Yes</ClockSpeedPrioritizeAnimation>
<ClockConstant>No</ClockConstant>
<IncludeWarmInClockTime>Yes</IncludeWarmInClockTime>
</Clock>
<SimulationAssistant>
<Model_warm_up_set>No</Model_warm_up_set>
<Noadvice>No</Noadvice>
<Traveltime_changed>No</Traveltime_changed>
</SimulationAssistant>
<AutoTransitLink>Yes</AutoTransitLink>
<ContentsIndicatorSource>0</ContentsIndicatorSource>
<ShowTimeBasedAnimation>Yes</ShowTimeBasedAnimation>
<ShowCycleMatrixAnimation>Yes</ShowCycleMatrixAnimation>
<ShowZeroTimeAnimation>No</ShowZeroTimeAnimation>
<DefaultToFastsave>No</DefaultToFastsave>
</Environment>
<SimulationObjects>
<WorkTypes>
<WorkItemType Name="Main Work Item Type" ID="1">
<Image0>1</Image0>
<Length>1</Length>
</WorkItemType>
</WorkTypes>
<Groups>
</Groups>
<SimulationObject Name="Source" Type="Work Entry Point" ID="1">
<Index>1</Index>
<Window>1</Window>
<DisplayData>
<Displaytype>4</Displaytype>
<X1>211</X1>
<Y1>201</Y1>
<X2>243</X2>
<Y2>233</Y2>
<Xinc>-10</Xinc>
<Yinc>0</Yinc>
<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<TitleWidth>0</TitleWidth>
<Invisible>No</Invisible>
<Showtitle>Yes</Showtitle>
<Showcount>Yes</Showcount>
<Showimage>Yes</Showimage>
<Showworkitem>No</Showworkitem>
<CmImageOnDisplay>0</CmImageOnDisplay>
<Color1>6498846</Color1>
<Color2>15646080</Color2>
<AnimationWidth>25</AnimationWidth>
<AnimationHeight>15</AnimationHeight>
<Orientation>
<Ori_11>1</Ori_11>
<Ori_22>1</Ori_22>
<Ori_33>1</Ori_33>
<Ori_44>1</Ori_44>
</Orientation>
<ScaleX>1</ScaleX>
<ScaleY>1</ScaleY>
<ScaleZ>1</ScaleZ>
<ColorRValue>0.7</ColorRValue>
<ColorGValue>0.3</ColorGValue>
<ColorBValue>0.3</ColorBValue>
</DisplayData>
<OutputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>2</ObjectID>
<Requnits>1</Requnits>
</Link>
</OutputList>
<Showmylinks>Yes</Showmylinks>
<ShowmylinksIn>Yes</ShowmylinksIn>
<Collectresults>Yes</Collectresults>
<RouteRNSubStream>5</RouteRNSubStream>
<IgnoreBlockedRoutes>Yes</IgnoreBlockedRoutes>
<Preference_route>Yes</Preference_route>
<Routemode>4</Routemode>
<RouteLabel>0</RouteLabel>
<HideLostWarning>No</HideLostWarning>
<InterArrivalTimeSampleData>
<Userates>No</Userates>
<DistParam1>10</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>7</DistribType>
<RNSubStream>1</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</InterArrivalTimeSampleData>
<batchsizeoutSampleData>
<Userates>No</Userates>
<DistParam1>1</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>4</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</batchsizeoutSampleData>
<flowtimeSampleData>
<Userates>No</Userates>
<DistParam1>1000</DistParam1>
<DistParam2>25</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>2</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</flowtimeSampleData>
<gaptimeSampleData>
<Userates>No</Userates>
<DistParam1>0</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>3</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</gaptimeSampleData>
<ExitWorkType>1</ExitWorkType>
<LogicRNSubStream>0</LogicRNSubStream>
<WorkTypeRow>0</WorkTypeRow>
<ArrivalFileName></ArrivalFileName>
<Finance>
<CapitalCost>10</CapitalCost>
<TimeCost>0</TimeCost>
<OtherCost>0</OtherCost>
<OtherRevenue>0</OtherRevenue>
<UnitCost>1</UnitCost>
</Finance>
<CarbonEmissions>
<FixedCarbon>10</FixedCarbon>
<TimeCarbon>0</TimeCarbon>
<OtherCarbon>0</OtherCarbon>
<OtherOffset>0</OtherOffset>
<UnitCarbon>1</UnitCarbon>
</CarbonEmissions>
<FirstatZero>No</FirstatZero>
<Unlimited>No</Unlimited>
<NoneArrive>No</NoneArrive>
</SimulationObject>
<SimulationObject Name="Queue" Type="Storage Area" ID="2">
<Index>2</Index>
<Window>1</Window>
<DisplayData>
<Displaytype>5</Displaytype>
<X1>355</X1>
<Y1>199</Y1>
<X2>387</X2>
<Y2>231</Y2>
<Xinc>-10</Xinc>
<Yinc>0</Yinc>
<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<TitleWidth>0</TitleWidth>
<Invisible>No</Invisible>
<Showtitle>Yes</Showtitle>
<Showcount>Yes</Showcount>
<Showimage>Yes</Showimage>
<Showworkitem>No</Showworkitem>
<CmImageOnDisplay>0</CmImageOnDisplay>
<Color1>16711680</Color1>
<Color2>255</Color2>
<AnimationWidth>25</AnimationWidth>
<AnimationHeight>15</AnimationHeight>
<Orientation>
<Ori_11>1</Ori_11>
<Ori_22>1</Ori_22>
<Ori_33>1</Ori_33>
<Ori_44>1</Ori_44>
</Orientation>
<ScaleX>1</ScaleX>
<ScaleY>1</ScaleY>
<ScaleZ>1</ScaleZ>
<ColorRValue>0.7</ColorRValue>
<ColorGValue>0.3</ColorGValue>
<ColorBValue>0.3</ColorBValue>
</DisplayData>
<InputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>1</ObjectID>
<Requnits>1</Requnits>
</Link>
</InputList>
<OutputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>3</ObjectID>
<Requnits>1</Requnits>
</Link>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>4</ObjectID>
<Requnits>1</Requnits>
</Link>
</OutputList>
<Showmylinks>Yes</Showmylinks>
<ShowmylinksIn>Yes</ShowmylinksIn>
<MaxConts>-1</MaxConts>
<Collectresults>Yes</Collectresults>
<Scaleauto>Yes</Scaleauto>
<Scalemax>20</Scalemax>
<Scalemin>0</Scalemin>
<Percent_limit>10</Percent_limit>
<InitialConts>0</InitialConts>
<ExitWorkType>1</ExitWorkType>
<PriorityLabel>0</PriorityLabel>
<ShelfLifeLabel>0</ShelfLifeLabel>
<Include_label_display>No</Include_label_display>
<HighVol>No</HighVol>
<LIFO>No</LIFO>
<Everyresult>No</Everyresult>
<Expiretime>-1</Expiretime>
<ResultsSegLabel>0</ResultsSegLabel>
<Finance>
<CapitalCost>10</CapitalCost>
<TimeCost>0</TimeCost>
<OtherCost>0</OtherCost>
<OtherRevenue>0</OtherRevenue>
<UnitCost>1</UnitCost>
</Finance>
<CarbonEmissions>
<FixedCarbon>10</FixedCarbon>
<TimeCarbon>0</TimeCarbon>
<OtherCarbon>0</OtherCarbon>
<OtherOffset>0</OtherOffset>
<UnitCarbon>1</UnitCarbon>
</CarbonEmissions>
</SimulationObject>
<SimulationObject Name="MILL1" Type="Work Center" ID="3">
<Index>3</Index>
<Window>1</Window>
<DisplayData>
<Displaytype>4</Displaytype>
<X1>492</X1>
<Y1>98</Y1>
<X2>524</X2>
<Y2>130</Y2>
<Xinc>-10</Xinc>
<Yinc>0</Yinc>
<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<TitleWidth>0</TitleWidth>
<Invisible>No</Invisible>
<Showtitle>Yes</Showtitle>
<Showcount>Yes</Showcount>
<Showimage>Yes</Showimage>
<Showworkitem>No</Showworkitem>
<CmImageOnDisplay>0</CmImageOnDisplay>
<Color1>6498846</Color1>
<Color2>15646080</Color2>
<AnimationWidth>25</AnimationWidth>
<AnimationHeight>15</AnimationHeight>
<Orientation>
<Ori_11>1</Ori_11>
<Ori_22>1</Ori_22>
<Ori_33>1</Ori_33>
<Ori_44>1</Ori_44>
</Orientation>
<ScaleX>1</ScaleX>
<ScaleY>1</ScaleY>
<ScaleZ>1</ScaleZ>
<ColorRValue>0.7</ColorRValue>
<ColorGValue>0.3</ColorGValue>
<ColorBValue>0.3</ColorBValue>
</DisplayData>
<InputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>2</ObjectID>
<Requnits>1</Requnits>
</Link>
</InputList>
<OutputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>5</ObjectID>
<Requnits>1</Requnits>
<Transitlink>1</Transitlink>
</Link>
</OutputList>
<Showmylinks>Yes</Showmylinks>
<ShowmylinksIn>Yes</ShowmylinksIn>
<MaxConts>1</MaxConts>
<Collectresults>Yes</Collectresults>
<Priority>50</Priority>
<PriorityMode>0</PriorityMode>
<ExitPriorityByWI>No</ExitPriorityByWI>
<Relresources>Yes</Relresources>
<RouteRNSubStream>9</RouteRNSubStream>
<InputRequiredOnOutput>No</InputRequiredOnOutput>
<IgnoreBlockedRoutes>Yes</IgnoreBlockedRoutes>
<IgnoreStarvedRoutes>Yes</IgnoreStarvedRoutes>
<ResourceReUse>No</ResourceReUse>
<Preference_route>Yes</Preference_route>
<Routemode>1</Routemode>
<InRoutemode>4</InRoutemode>
<Young_Old_UseQueueTime>No</Young_Old_UseQueueTime>
<Collect_wait_all>No</Collect_wait_all>
<PassiveCollect>No</PassiveCollect>
<Resourcesfirst>Yes</Resourcesfirst>
<ResourceLabel>0</ResourceLabel>
<Maxattbat>10</Maxattbat>
<Minattbat>1</Minattbat>
<HighVol>No</HighVol>
<HVbatch>No</HVbatch>
<Matchatt>0</Matchatt>
<Attbat>0</Attbat>
<Prod_type_att>0</Prod_type_att>
<S8flags>0</S8flags>
<Fixed_prod_type>0</Fixed_prod_type>
<TimingStyle>0</TimingStyle>
<TISmode>0</TISmode>
<Collect_assemble>Yes</Collect_assemble>
<OperationTimeSampleData>
<Userates>No</Userates>
<DistParam1>10</DistParam1>
<DistParam2>2.5</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>1</DistribType>
<RNSubStream>6</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</OperationTimeSampleData>
<flowtimeSampleData>
<Userates>No</Userates>
<DistParam1>1000</DistParam1>
<DistParam2>25</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>7</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</flowtimeSampleData>
<gaptimeSampleData>
<Userates>No</Userates>
<DistParam1>0</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>8</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</gaptimeSampleData>
<batchsizeoutSampleData>
<Userates>No</Userates>
<DistParam1>1</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>10</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</batchsizeoutSampleData>
<BreakDowns>
<Automatic>No</Automatic>
<StopworkImmediate>Yes</StopworkImmediate>
<StopInputQueue>No</StopInputQueue>
<ExtendTimeForWorkCompletion>No</ExtendTimeForWorkCompletion>
<MinimumRepairTime>0</MinimumRepairTime>
<AutoCalcRepairTime>No</AutoCalcRepairTime>
<BrokenProdMode>1</BrokenProdMode>
<MTBFSampleData>
<Userates>No</Userates>
<DistParam1>201</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>7</DistribType>
<RNSubStream>18</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</MTBFSampleData>
<MTTRSampleData>
<Userates>No</Userates>
<DistParam1>10122</DistParam1>
<DistParam2>3</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>8</DistribType>
<RNSubStream>19</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</MTTRSampleData>
<MTBF_mode>0</MTBF_mode>
</BreakDowns>
<LogicRNSubStream>0</LogicRNSubStream>
<ExitWorkType>0</ExitWorkType>
<WorkTypeRow>0</WorkTypeRow>
<RouteLabel>0</RouteLabel>
<PriorityLabel>0</PriorityLabel>
<ResourceLabel>0</ResourceLabel>
<PriorityMode>0</PriorityMode>
<IndexingGroup>0</IndexingGroup>
<LogTransactions>No</LogTransactions>
<MustCompleteWorkInShift>No</MustCompleteWorkInShift>
<Everyresult>No</Everyresult>
<WorkItemImage>0</WorkItemImage>
<InterruptonStorage>0</InterruptonStorage>
<SubProcessStart>0</SubProcessStart>
<Finance>
<CapitalCost>10</CapitalCost>
<TimeCost>0</TimeCost>
<OtherCost>0</OtherCost>
<OtherRevenue>0</OtherRevenue>
<UnitCost>1</UnitCost>
</Finance>
<CarbonEmissions>
<FixedCarbon>10</FixedCarbon>
<TimeCarbon>0</TimeCarbon>
<OtherCarbon>0</OtherCarbon>
<OtherOffset>0</OtherOffset>
<UnitCarbon>1</UnitCarbon>
</CarbonEmissions>
<changeOverSampleData>
<Userates>No</Userates>
<DistParam1>0</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>11</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</changeOverSampleData>
<ChangeOverLabel>0</ChangeOverLabel>
<ChangeOverStyle>0</ChangeOverStyle>
<Work_time_between_setups>0</Work_time_between_setups>
<Check_exit_clear_routein>No</Check_exit_clear_routein>
<CollectLabelRoute>0</CollectLabelRoute>
</SimulationObject>
<SimulationObject Name="MILL2" Type="Work Center" ID="4">
<Index>4</Index>
<Window>1</Window>
<DisplayData>
<Displaytype>4</Displaytype>
<X1>492</X1>
<Y1>300</Y1>
<X2>524</X2>
<Y2>332</Y2>
<Xinc>-10</Xinc>
<Yinc>0</Yinc>
<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<TitleWidth>0</TitleWidth>
<Invisible>No</Invisible>
<Showtitle>Yes</Showtitle>
<Showcount>Yes</Showcount>
<Showimage>Yes</Showimage>
<Showworkitem>No</Showworkitem>
<CmImageOnDisplay>0</CmImageOnDisplay>
<Color1>6498846</Color1>
<Color2>15646080</Color2>
<AnimationWidth>25</AnimationWidth>
<AnimationHeight>15</AnimationHeight>
<Orientation>
<Ori_11>1</Ori_11>
<Ori_22>1</Ori_22>
<Ori_33>1</Ori_33>
<Ori_44>1</Ori_44>
</Orientation>
<ScaleX>1</ScaleX>
<ScaleY>1</ScaleY>
<ScaleZ>1</ScaleZ>
<ColorRValue>0.7</ColorRValue>
<ColorGValue>0.3</ColorGValue>
<ColorBValue>0.3</ColorBValue>
</DisplayData>
<InputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>2</ObjectID>
<Requnits>1</Requnits>
</Link>
</InputList>
<OutputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>5</ObjectID>
<Requnits>1</Requnits>
<Transitlink>2</Transitlink>
</Link>
</OutputList>
<Showmylinks>Yes</Showmylinks>
<ShowmylinksIn>Yes</ShowmylinksIn>
<MaxConts>1</MaxConts>
<Collectresults>Yes</Collectresults>
<Priority>50</Priority>
<PriorityMode>0</PriorityMode>
<ExitPriorityByWI>No</ExitPriorityByWI>
<Relresources>Yes</Relresources>
<RouteRNSubStream>15</RouteRNSubStream>
<InputRequiredOnOutput>No</InputRequiredOnOutput>
<IgnoreBlockedRoutes>Yes</IgnoreBlockedRoutes>
<IgnoreStarvedRoutes>Yes</IgnoreStarvedRoutes>
<ResourceReUse>No</ResourceReUse>
<Preference_route>Yes</Preference_route>
<Routemode>1</Routemode>
<InRoutemode>4</InRoutemode>
<Young_Old_UseQueueTime>No</Young_Old_UseQueueTime>
<Collect_wait_all>No</Collect_wait_all>
<PassiveCollect>No</PassiveCollect>
<Resourcesfirst>Yes</Resourcesfirst>
<ResourceLabel>0</ResourceLabel>
<Maxattbat>10</Maxattbat>
<Minattbat>1</Minattbat>
<HighVol>No</HighVol>
<HVbatch>No</HVbatch>
<Matchatt>0</Matchatt>
<Attbat>0</Attbat>
<Prod_type_att>0</Prod_type_att>
<S8flags>0</S8flags>
<Fixed_prod_type>0</Fixed_prod_type>
<TimingStyle>0</TimingStyle>
<TISmode>0</TISmode>
<Collect_assemble>Yes</Collect_assemble>
<OperationTimeSampleData>
<Userates>No</Userates>
<DistParam1>10</DistParam1>
<DistParam2>2.5</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>1</DistribType>
<RNSubStream>12</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</OperationTimeSampleData>
<flowtimeSampleData>
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<MTBFSampleData>
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<RouteLabel>0</RouteLabel>
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<LogTransactions>No</LogTransactions>
<MustCompleteWorkInShift>No</MustCompleteWorkInShift>
<Everyresult>No</Everyresult>
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<InterruptonStorage>0</InterruptonStorage>
<SubProcessStart>0</SubProcessStart>
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<changeOverSampleData>
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<DistParam1>0</DistParam1>
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<DistParam4>0</DistParam4>
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<ReferencedDistribution>0</ReferencedDistribution>
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<ChangeOverLabel>0</ChangeOverLabel>
<ChangeOverStyle>0</ChangeOverStyle>
<Work_time_between_setups>0</Work_time_between_setups>
<Check_exit_clear_routein>No</Check_exit_clear_routein>
<CollectLabelRoute>0</CollectLabelRoute>
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<Showimage>Yes</Showimage>
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<Collectresults>Yes</Collectresults>
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<Percent_limit>10</Percent_limit>
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<Bottom>1250</Bottom>
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<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<ScrollBars>Yes</ScrollBars>
<Bgcolor>16777215</Bgcolor>
<DrawObjects>
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<Transparent>Yes</Transparent>
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dream/KnowledgeExtraction/KEtool&Simul8_examples/ParallelStationsFailures/ParallelStationsFailures.py 0 → 100644
View file @ 3e8bc7f8
'''
Created on 3 Dec 2014
@author: Panos
'''
# ===========================================================================
# Copyright 2013 University of Limerick
#
# This file is part of DREAM.
#
# DREAM is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# DREAM is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with DREAM. If not, see <http://www.gnu.org/licenses/>.
# ===========================================================================
from Transformations import BasicTransformations
from DistributionFitting import Distributions
import ImportDatabase
from xml.etree import ElementTree as et
from Simul8XML import Simul8Output
#================================= Extract data from the database ==========================================#
#The Import Database object is used to import the data, the user has to specify the path to the file containing the connection data
cnxn=ImportDatabase.ConnectionData(seekName='ServerData', implicitExt='txt', number_of_cursors=3)
cursors=cnxn.getCursors()
#Database queries used to extract the required data, in this example the processing times are given subtracting the TIME IN data point from the TIME OUT data point
a = cursors[0].execute("""
select prod_code, stat_code,emp_no, TIMEIN, TIMEOUT
from production_status
""")
MILL1=[] #Initialization of MILL1 list
MILL2=[] #Initialization of MILL2 list
for j in range(a.rowcount):
#get the next line
ind1=a.fetchone()
if ind1.stat_code == 'MILL1':
procTime=[]
procTime.insert(0,ind1.TIMEIN)
procTime.insert(1,ind1.TIMEOUT)
MILL1.append(procTime)
elif ind1.stat_code == 'MILL2':
procTime=[]
procTime.insert(0,ind1.TIMEIN)
procTime.insert(1,ind1.TIMEOUT)
MILL2.append(procTime)
else:
continue
#The BasicTransformations object is called to conduct some data transformations
transform = BasicTransformations()
procTime_MILL1=[]
for elem in MILL1:
t1=[]
t2=[]
t1.append(((elem[0].hour)*60)*60 + (elem[0].minute)*60 + elem[0].second)
t2.append(((elem[1].hour)*60)*60 + (elem[1].minute)*60 + elem[1].second)
dt=transform.subtraction(t2, t1)
procTime_MILL1.append(dt[0])
procTime_MILL2=[]
for elem in MILL2:
t1=[]
t2=[]
t1.append(((elem[0].hour)*60)*60 + (elem[0].minute)*60 + elem[0].second)
t2.append(((elem[1].hour)*60)*60 + (elem[1].minute)*60 + elem[1].second)
dt=transform.subtraction(t2, t1)
procTime_MILL2.append(dt[0])
#Database queries used again to extract the MTTF and MTTR data points
b = cursors[1].execute("""
select stat_code, MTTF_hour
from failures
""")
c = cursors[2].execute("""
select stat_code, MTTR_hour
from repairs
""")
MTTF_MILL1=[] #Initialization of the list that will contain the MTTF data points for MILL1
MTTF_MILL2=[] #Initialization of the list that will contain the MTTF data points for MILL2
for j in range(b.rowcount):
#get the next line
ind2=b.fetchone()
if ind2.stat_code == 'MILL1':
MTTF_MILL1.append(ind2.MTTF_hour)
elif ind2.stat_code == 'MILL2':
MTTF_MILL2.append(ind2.MTTF_hour)
else:
continue
MTTR_MILL1=[] #Initialization of the list that will contain the MTTR data points for MILL1
MTTR_MILL2=[] #Initialization of the list that will contain the MTTR data points for MILL1
for j in range(c.rowcount):
#get the next line
ind3=c.fetchone()
if ind3.stat_code == 'MILL1':
MTTR_MILL1.append(ind3.MTTR_hour)
elif ind3.stat_code == 'MILL2':
MTTR_MILL2.append(ind3.MTTR_hour)
else:
continue
#======================= Fit data to statistical distributions ================================#
#The Distributions object is called to fit statistical distributions to the in scope data
dist_proctime = Distributions()
distProcTime_MILL1 = dist_proctime.Lognormal_distrfit(procTime_MILL1)
distProcTime_MILL2 = dist_proctime.Weibull_distrfit(procTime_MILL2)
dist_MTTF = Distributions()
dist_MTTR = Distributions()
distMTTF_MILL1 = dist_MTTF.Exponential_distrfit(MTTF_MILL1)
distMTTF_MILL2 = dist_MTTF.Exponential_distrfit(MTTF_MILL2)
distMTTR_MILL1 = dist_MTTR.Normal_distrfit(MTTR_MILL1)
distMTTR_MILL2 = dist_MTTR.Normal_distrfit(MTTR_MILL2)
#======================= Output preparation: output the updated values in the XML file of this example ================================#
datafile = ('ParallelStations.xml') #define the input xml file
tree = et.parse(datafile)
simul8 = Simul8Output() #Call the Simul8Output object
#Assign the statistical distribution found above in the XML file using methods of the Simul8Output object
procTimes1 = simul8.ProcTimes(tree,'MILL1',distProcTime_MILL1)
procTimes2 = simul8.ProcTimes(procTimes1,'MILL2',distProcTime_MILL2)
#Again assign the MTTF and MTTR probability distributions calling the relevant methods from the Simul8Output object
MTTF1 = simul8.MTBF(procTimes2,'MILL1',distMTTF_MILL1)
MTTR1 = simul8.MTTR(MTTF1,'MILL1',distMTTR_MILL1)
MTTF2 = simul8.MTBF(MTTR1,'MILL2',distMTTF_MILL2)
MTTR2 = simul8.MTTR(MTTF2,'MILL2',distMTTR_MILL2)
#Output the XML file with the processed data
output= MTTR2.write('KEtool_ParallelStations.xml')
dream/KnowledgeExtraction/KEtool&Simul8_examples/ParallelStationsFailures/test_database.sql 0 → 100644
View file @ 3e8bc7f8
CREATE DATABASE IF NOT EXISTS `test_database` /*!40100 DEFAULT CHARACTER SET utf8 */;
USE `test_database`;
-- MySQL dump 10.13 Distrib 5.6.13, for Win32 (x86)
--
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-- ------------------------------------------------------
-- Server version 5.6.17
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INSERT INTO `employees` VALUES (1,'Bill','Lannister'),(2,'George','Stark'),(3,'Ivor','Baelish'),(4,'Nicolas','Baratheon'),(5,'Robert','Clegane'),(6,'Paul','Tarly');
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DROP TABLE IF EXISTS `failures`;
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-- Dump completed on 2014-06-16 12:01:14
dream/KnowledgeExtraction/KEtool&Simul8_examples/SingleServer/SingleServer.py 0 → 100644
View file @ 3e8bc7f8
'''
Created on 3 Dec 2014
@author: Panos
'''
# ===========================================================================
# Copyright 2013 University of Limerick
#
# This file is part of DREAM.
#
# DREAM is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# DREAM is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with DREAM. If not, see <http://www.gnu.org/licenses/>.
# ===========================================================================
from ImportExceldata import Import_Excel
from DistributionFitting import DistFittest
from DistributionFitting import Distributions
import xlrd
from xml.etree import ElementTree as et
from Simul8XML import Simul8Output
#Read from the given directory the Excel document with the processing times data
workbook = xlrd.open_workbook('ProcData.xls')
worksheets = workbook.sheet_names()
worksheet_Proc = worksheets[0] #Define the worksheet with the Processing time data
importData = Import_Excel() #Call the Python object Import_Excel
procTimes = importData.Input_data(worksheet_Proc, workbook) #Create the Processing times dictionary with key the M1 and values the processing time data
#Get from the above dictionaries the M1 key and the Source key and define the following lists with data
M1 = procTimes.get('M1',[])
distFitting = DistFittest() #Call the DistFittest object
M1 = distFitting.ks_test(M1)
#Read from the given directory the Excel document with the inter-arrivals data
workbook = xlrd.open_workbook('InterarrivalsData.xls')
worksheets = workbook.sheet_names()
worksheet_Inter = worksheets[0] #Define the worksheet with the Inter-arrivals time data
data = Import_Excel()
interTimes = data.Input_data(worksheet_Inter, workbook) #Create the Inter-arrival times dictionary with key the Source and values the inter-arrival time data
S1 = interTimes.get('Source',[])
distMLE = Distributions() #Call the Distributions object
S1 = distMLE.Exponential_distrfit(S1)
datafile=('SingleServer.xml') #define the input xml file
tree = et.parse(datafile)
simul8 = Simul8Output() #Call the Simul8Output object
title = 'KEtool_SingleServer'
interTimes = simul8.InterArrivalTime(tree,'Source', S1)
procTimes = simul8.ProcTimes(interTimes,'Activity 1', M1)
title = simul8.Title(procTimes,title)
#Output the XML file with the processed data
output= procTimes.write('KEtool_SingleServer.xml')
dream/KnowledgeExtraction/KEtool&Simul8_examples/SingleServer/SingleServer.xml 0 → 100644
View file @ 3e8bc7f8
<SIMUL8XML>
<SimulationParameters>
<Trial>
<Title></Title>
<Runs>5</Runs>
<SendToVISA>No</SendToVISA>
</Trial>
<Units>
<Distance>0</Distance>
<Time>1</Time>
<PixelsPerDistanceUnit>10</PixelsPerDistanceUnit>
<DefaultSpeed>10</DefaultSpeed>
<Flow_units_text>Kg</Flow_units_text>
<Flow_units_text2>Kgs</Flow_units_text2>
<CustomDistanceText>feet</CustomDistanceText>
</Units>
<IgnoreLargeBatchWarnings>No</IgnoreLargeBatchWarnings>
<ResultsCollectionPeriod>2399.4999</ResultsCollectionPeriod>
<ResultsIgnoreInitialContents>Yes</ResultsIgnoreInitialContents>
<BeepOnComplete>No</BeepOnComplete>
<RouteInBeforeAlways>Yes</RouteInBeforeAlways>
<V4ActionSeq>No</V4ActionSeq>
<OldConveyorTiming>No</OldConveyorTiming>
<OldWorkEntryBreaks>No</OldWorkEntryBreaks>
<AllowResourceHolding>Yes</AllowResourceHolding>
<Randomness>
<Antithetic>No</Antithetic>
<AutoChange>No</AutoChange>
<SingleLogicStream>No</SingleLogicStream>
<CommonRandomNumbers>Yes</CommonRandomNumbers>
<CurrentStream>1</CurrentStream>
<Distributions>
</Distributions>
<RNStream StreamNumber="1">
<SubRNStream ID="1">
<Seed>1690301494</Seed>
</SubRNStream>
<SubRNStream ID="2">
<Seed>-1251920327</Seed>
</SubRNStream>
<SubRNStream ID="3">
<Seed>-826116688</Seed>
</SubRNStream>
<SubRNStream ID="4">
<Seed>1074030283</Seed>
</SubRNStream>
<SubRNStream ID="5">
<Seed>-1580251910</Seed>
</SubRNStream>
<SubRNStream ID="6">
<Seed>-484315071</Seed>
</SubRNStream>
<SubRNStream ID="7">
<Seed>1246407576</Seed>
</SubRNStream>
<SubRNStream ID="8">
<Seed>393124115</Seed>
</SubRNStream>
<SubRNStream ID="9">
<Seed>1029845538</Seed>
</SubRNStream>
<SubRNStream ID="10">
<Seed>1302069877</Seed>
</SubRNStream>
<SubRNStream ID="11">
<Seed>-898072836</Seed>
</SubRNStream>
</RNStream>
</Randomness>
<Warmuptime>0</Warmuptime>
<Finance>
</Finance>
<Shifts>
</Shifts>
<ResultsInterval>5</ResultsInterval>
<SDTimeSlice>0.1</SDTimeSlice>
<ResultsSyncAfterOtherEvents>Yes</ResultsSyncAfterOtherEvents>
<StoreThroughputResults>Yes</StoreThroughputResults>
<ResultsSummary>
</ResultsSummary>
<ResultsExport>
</ResultsExport>
<Comparisons>
<Trials>Yes</Trials>
<Runs>Yes</Runs>
<TrialsAllRuns>No</TrialsAllRuns>
<TrialsAverage>Yes</TrialsAverage>
<TrialsRange>No</TrialsRange>
</Comparisons>
</SimulationParameters>
<Environment>
<AlwaysShowArrows>Yes</AlwaysShowArrows>
<ShowArrows>Yes</ShowArrows>
<ShowResourceArrows>No</ShowResourceArrows>
<ShowArrowsInterWindow>Yes</ShowArrowsInterWindow>
<ShowArrowsInterWindowHidden>Yes</ShowArrowsInterWindowHidden>
<AlwaysShowSubWindows>Yes</AlwaysShowSubWindows>
<ShowAllLinks>No</ShowAllLinks>
<AutoBinTitles>Yes</AutoBinTitles>
<NewGroupOnDuplication>No</NewGroupOnDuplication>
<AutoLink>No</AutoLink>
<PrintToFitPages>0</PrintToFitPages>
<PrinterZoomWidth>1</PrinterZoomWidth>
<PrinterZoomHeight>1</PrinterZoomHeight>
<PreferenceZoomFactor>1.05</PreferenceZoomFactor>
<GraphUpdateInterval>5000</GraphUpdateInterval>
<GraphExportIncludeTitles>Yes</GraphExportIncludeTitles>
<ApplyReverseResourceTravelTimes>Yes</ApplyReverseResourceTravelTimes>
<Clock>
<Face>1</Face>
<HHMMSScode>0</HHMMSScode>
<Speed>0.49</Speed>
<RealSpeed>60</RealSpeed>
<StartOfDay>540</StartOfDay>
<LengthOfDay>480</LengthOfDay>
<Style>2</Style>
<ShiftsPerDay>1</ShiftsPerDay>
<ShiftsPerWeek>8</ShiftsPerWeek>
<DaysPerWeek>5</DaysPerWeek>
<Text></Text>
<ClockSpeedPrioritizeAnimation>Yes</ClockSpeedPrioritizeAnimation>
<ClockConstant>No</ClockConstant>
<IncludeWarmInClockTime>Yes</IncludeWarmInClockTime>
</Clock>
<SimulationAssistant>
<Model_warm_up_set>No</Model_warm_up_set>
<Noadvice>No</Noadvice>
<Traveltime_changed>No</Traveltime_changed>
</SimulationAssistant>
<AutoTransitLink>Yes</AutoTransitLink>
<ContentsIndicatorSource>0</ContentsIndicatorSource>
<ShowTimeBasedAnimation>Yes</ShowTimeBasedAnimation>
<ShowCycleMatrixAnimation>Yes</ShowCycleMatrixAnimation>
<ShowZeroTimeAnimation>No</ShowZeroTimeAnimation>
<DefaultToFastsave>No</DefaultToFastsave>
</Environment>
<SimulationObjects>
<WorkTypes>
<WorkItemType Name="Main Work Item Type" ID="1">
<Image0>1</Image0>
<Length>1</Length>
</WorkItemType>
</WorkTypes>
<Groups>
</Groups>
<SimulationObject Name="Source" Type="Work Entry Point" ID="1">
<Index>1</Index>
<Window>1</Window>
<DisplayData>
<Displaytype>4</Displaytype>
<X1>212</X1>
<Y1>160</Y1>
<X2>244</X2>
<Y2>192</Y2>
<Xinc>-10</Xinc>
<Yinc>0</Yinc>
<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<TitleWidth>0</TitleWidth>
<Invisible>No</Invisible>
<Showtitle>Yes</Showtitle>
<Showcount>Yes</Showcount>
<Showimage>Yes</Showimage>
<Showworkitem>No</Showworkitem>
<CmImageOnDisplay>0</CmImageOnDisplay>
<Color1>6498846</Color1>
<Color2>15646080</Color2>
<AnimationWidth>25</AnimationWidth>
<AnimationHeight>15</AnimationHeight>
<Orientation>
<Ori_11>1</Ori_11>
<Ori_22>1</Ori_22>
<Ori_33>1</Ori_33>
<Ori_44>1</Ori_44>
</Orientation>
<ScaleX>1</ScaleX>
<ScaleY>1</ScaleY>
<ScaleZ>1</ScaleZ>
<ColorRValue>0.7</ColorRValue>
<ColorGValue>0.3</ColorGValue>
<ColorBValue>0.3</ColorBValue>
</DisplayData>
<OutputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>2</ObjectID>
<Requnits>1</Requnits>
</Link>
</OutputList>
<Showmylinks>Yes</Showmylinks>
<ShowmylinksIn>Yes</ShowmylinksIn>
<Collectresults>Yes</Collectresults>
<RouteRNSubStream>5</RouteRNSubStream>
<IgnoreBlockedRoutes>Yes</IgnoreBlockedRoutes>
<Preference_route>Yes</Preference_route>
<Routemode>4</Routemode>
<RouteLabel>0</RouteLabel>
<HideLostWarning>No</HideLostWarning>
<InterArrivalTimeSampleData>
<Userates>No</Userates>
<DistParam1>10</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>7</DistribType>
<RNSubStream>1</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</InterArrivalTimeSampleData>
<batchsizeoutSampleData>
<Userates>No</Userates>
<DistParam1>1</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>4</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</batchsizeoutSampleData>
<flowtimeSampleData>
<Userates>No</Userates>
<DistParam1>1000</DistParam1>
<DistParam2>25</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>2</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</flowtimeSampleData>
<gaptimeSampleData>
<Userates>No</Userates>
<DistParam1>0</DistParam1>
<DistParam2>0</DistParam2>
<DistParam3>0</DistParam3>
<DistParam4>0</DistParam4>
<DistribType>2</DistribType>
<RNSubStream>3</RNSubStream>
<ReferencedDistribution>0</ReferencedDistribution>
</gaptimeSampleData>
<ExitWorkType>1</ExitWorkType>
<LogicRNSubStream>0</LogicRNSubStream>
<WorkTypeRow>0</WorkTypeRow>
<ArrivalFileName></ArrivalFileName>
<Finance>
<CapitalCost>10</CapitalCost>
<TimeCost>0</TimeCost>
<OtherCost>0</OtherCost>
<OtherRevenue>0</OtherRevenue>
<UnitCost>1</UnitCost>
</Finance>
<CarbonEmissions>
<FixedCarbon>10</FixedCarbon>
<TimeCarbon>0</TimeCarbon>
<OtherCarbon>0</OtherCarbon>
<OtherOffset>0</OtherOffset>
<UnitCarbon>1</UnitCarbon>
</CarbonEmissions>
<FirstatZero>No</FirstatZero>
<Unlimited>No</Unlimited>
<NoneArrive>No</NoneArrive>
</SimulationObject>
<SimulationObject Name="Queue for Activity 1" Type="Storage Area" ID="2">
<Index>2</Index>
<Window>1</Window>
<DisplayData>
<Displaytype>5</Displaytype>
<X1>339</X1>
<Y1>162</Y1>
<X2>371</X2>
<Y2>194</Y2>
<Xinc>-10</Xinc>
<Yinc>0</Yinc>
<TitleOffsetX>15</TitleOffsetX>
<TitleOffsetY>-24</TitleOffsetY>
<TitleWidth>0</TitleWidth>
<Invisible>No</Invisible>
<Showtitle>Yes</Showtitle>
<Showcount>Yes</Showcount>
<Showimage>Yes</Showimage>
<Showworkitem>No</Showworkitem>
<CmImageOnDisplay>0</CmImageOnDisplay>
<Color1>16711680</Color1>
<Color2>255</Color2>
<AnimationWidth>25</AnimationWidth>
<AnimationHeight>15</AnimationHeight>
<Orientation>
<Ori_11>1</Ori_11>
<Ori_22>1</Ori_22>
<Ori_33>1</Ori_33>
<Ori_44>1</Ori_44>
</Orientation>
<ScaleX>1</ScaleX>
<ScaleY>1</ScaleY>
<ScaleZ>1</ScaleZ>
<ColorRValue>0.7</ColorRValue>
<ColorGValue>0.3</ColorGValue>
<ColorBValue>0.3</ColorBValue>
</DisplayData>
<InputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>1</ObjectID>
<Requnits>1</Requnits>
</Link>
</InputList>
<OutputList>
<Link>
<S8TheType>1000</S8TheType>
<S8ObjectType>1</S8ObjectType>
<ObjectID>3</ObjectID>
<Requnits>1</Requnits>
</Link>
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<Showmylinks>Yes</Showmylinks>
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<Everyresult>No</Everyresult>
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<Showimage>Yes</Showimage>
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<WorkTypeRow>0</WorkTypeRow>
<RouteLabel>0</RouteLabel>
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<ResourceLabel>0</ResourceLabel>
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<LogTransactions>No</LogTransactions>
<MustCompleteWorkInShift>No</MustCompleteWorkInShift>
<Everyresult>No</Everyresult>
<WorkItemImage>0</WorkItemImage>
<InterruptonStorage>0</InterruptonStorage>
<SubProcessStart>0</SubProcessStart>
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<Work_time_between_setups>0</Work_time_between_setups>
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<CollectLabelRoute>0</CollectLabelRoute>
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<Collectresults>Yes</Collectresults>
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<ScrollBars>Yes</ScrollBars>
<Bgcolor>16777215</Bgcolor>
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<Transparent>Yes</Transparent>
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dream/KnowledgeExtraction/KEtool&Simul8_examples/Topology1.xs8 0 → 100644
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dream/KnowledgeExtraction/KEtool&Simul8_examples/Topology1/ProcTimesData.csv 0 → 100644
View file @ 3e8bc7f8
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\ No newline at end of file
dream/KnowledgeExtraction/KEtool&Simul8_examples/Topology1/Topology1.py 0 → 100644
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'''
Created on 4 Dec 2014
@author: Panos
'''
# ===========================================================================
# Copyright 2013 University of Limerick
#
# This file is part of DREAM.
#
# DREAM is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# DREAM is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with DREAM. If not, see <http://www.gnu.org/licenses/>.
# ===========================================================================
from DistributionFitting import Distributions
from DistributionFitting import DistFittest
from xml.etree import ElementTree as et
from Simul8XML import Simul8Output
from ImportCSVdata import Import_CSV
from ImportExceldata import Import_Excel
import xlrd
#================================= Extract the required data from the data files ==========================================#
filename = ("ProcTimesData.csv")
csv = Import_CSV() #call the Import_CSV module and using its method Input_data import the data set from the CSV file to the tool
Data = csv.Input_data(filename)
Activity2_Proc = Data.get('Activity 2',[]) #get from the returned Python dictionary the two data sets
Activity3_Proc = Data.get('Activity 3',[])
#Read from the given directory the Excel document with the data
workbook = xlrd.open_workbook('DataSet.xlsx')
worksheets = workbook.sheet_names()
worksheet_Inter = worksheets[0] #Define the worksheet with the Inter-arrivals time data
data = Import_Excel()
interTimes = data.Input_data(worksheet_Inter, workbook) #Create the Inter-arrival times dictionary with key the Source and values the inter-arrival time data
S1 = interTimes.get('Source',[])
#Read from the given directory the Excel document with the data
workbook = xlrd.open_workbook('DataSet.xlsx')
worksheets = workbook.sheet_names()
worksheet_Fail = worksheets[1] #Define the worksheet with the failures data (MTTF,MTTR)
data = Import_Excel()
failures = data.Input_data(worksheet_Fail, workbook) #Create the failures dictionary with key the MTTF and MTTR data points
MTTF = failures.get('MTTF',[])
MTTR = failures.get('MTTR',[])
#======================= Fit data to probability distributions ================================#
#The Distributions and DistFittest objects are called to fit statistical distributions to the in scope data
dist = Distributions()
act2Proc = dist.Weibull_distrfit(Activity2_Proc)
act3Proc = dist.Weibull_distrfit(Activity3_Proc)
s1Times = dist.Exponential_distrfit(S1)
distFit = DistFittest()
act1MTTF = distFit.ks_test(MTTF)
act1MTTR = distFit.ks_test(MTTR)
#======================= Output preparation: output the updated values in the XML file of this example ================================#
datafile = ('Topology1.xml') #define the input xml file
tree = et.parse(datafile)
simul8 = Simul8Output() #Call the Simul8Output object
#Assign the statistical distribution calculated above in the XML file using methods of the Simul8Output object
interTimes = simul8.InterArrivalTime(tree,'Source', s1Times)
procTimes2 = simul8.ProcTimes(interTimes,'Activity 2', act2Proc)
procTimes3 = simul8.ProcTimes(procTimes2,'Activity 3', act3Proc)
#Again assign the MTTF and MTTR probability distributions calling the relevant methods from the Simul8Output object
MTTF1 = simul8.MTBF(procTimes3,'Activity 1', act1MTTF)
MTTR1 = simul8.MTTR(MTTF1,'Activity 1', act1MTTR )
#Output the XML file with the processed data
output= MTTR1.write('KEtool_Topology1.xml')
dream/KnowledgeExtraction/KEtool&Simul8_examples/Topology1/Topology1.xml 0 → 100644
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