-- It corresponds to model MachRep1 described in document -- Introduction to Discrete-Event Simulation and the SimPy Language -- [http://heather.cs.ucdavis.edu/~matloff/156/PLN/DESimIntro.pdf]. -- SimPy is available on [http://simpy.sourceforge.net/]. -- -- The model description is as follows. -- -- Two machines, which sometimes break down. -- Up time is exponentially distributed with mean 1.0, and repair time is -- exponentially distributed with mean 0.5. There are two repairpersons, -- so the two machines can be repaired simultaneously if they are down -- at the same time. -- -- Output is long-run proportion of up time. Should get value of about -- 0.66. import System.Random import Control.Monad.Trans import Simulation.Aivika.Specs import Simulation.Aivika.Simulation import Simulation.Aivika.Dynamics import Simulation.Aivika.Event import Simulation.Aivika.Ref upRate = 1.0 / 1.0 -- reciprocal of mean up time repairRate = 1.0 / 0.5 -- reciprocal of mean repair time specs = Specs { spcStartTime = 0.0, spcStopTime = 1000.0, spcDT = 0.05, spcMethod = RungeKutta4 } exprnd :: Double -> IO Double exprnd lambda = do x <- getStdRandom random return (- log x / lambda) model :: Simulation Double model = do totalUpTime <- newRef 0.0 let machine :: Simulation (Event ()) machine = do startUpTime <- newRef 0.0 -- a number of iterations when -- the machine works upNum <- newRef (-1) -- a number of iterations when -- the machine is broken repairNum <- newRef (-1) -- create a simulation model return $ do upNum' <- readRef upNum repairNum' <- readRef repairNum let untilBroken = modifyRef upNum $ \a -> a - 1 untilRepaired = modifyRef repairNum $ \a -> a - 1 broken = do writeRef upNum (-1) -- the machine is broken startUpTime' <- readRef startUpTime finishUpTime' <- liftDynamics time dt' <- liftDynamics dt modifyRef totalUpTime $ \a -> a + (finishUpTime' - startUpTime') repairTime' <- liftIO $ exprnd repairRate writeRef repairNum $ round (repairTime' / dt') repaired = do writeRef repairNum (-1) -- the machine is repaired t' <- liftDynamics time dt' <- liftDynamics dt writeRef startUpTime t' upTime' <- liftIO $ exprnd upRate writeRef upNum $ round (upTime' / dt') result | upNum' > 0 = untilBroken | upNum' == 0 = broken | repairNum' > 0 = untilRepaired | repairNum' == 0 = repaired | otherwise = repaired result -- create two machines with type Event () m1 <- machine m2 <- machine -- start the time-driven simulation of the machines runEventInStartTime IncludingCurrentEvents $ -- in the integration time points enqueueEventWithIntegTimes $ do m1 m2 -- return the result in the stop time runEventInStopTime IncludingCurrentEvents $ do x <- readRef totalUpTime y <- liftDynamics stoptime return $ x / (2 * y) main = runSimulation model specs >>= print