ctmc // constants const int MAX_COUNT; const int MIN_SENSORS = 2; const int MIN_ACTUATORS = 1; // rates const double lambda_p = 1/(365*24*60*60); // 1 year const double lambda_s = 1/(30*24*60*60); // 1 month const double lambda_a = 1/(2*30*24*60*60); // 2 months const double tau = 1/60; // 1 min const double delta_f = 1/(24*60*60); // 1 day const double delta_r = 1/30; // 30 secs // sensors module sensors s : [0..3] init 3; // number of sensors working [] s>1 -> s*lambda_s : (s'=s-1); // failure of a single sensor endmodule // input processor // (takes data from sensors and passes onto main processor) module proci i : [0..2] init 2; // 2=ok, 1=transient fault, 0=failed [] i>0 & s>=MIN_SENSORS -> lambda_p : (i'=0); // failure of processor [] i=2 & s>=MIN_SENSORS -> delta_f : (i'=1); // transient fault [input_reboot] i=1 & s>=MIN_SENSORS -> delta_r : (i'=2); // reboot after transient fault endmodule // actuators module actuators a : [0..2] init 2; // number of actuators working [] a>0 -> a*lambda_a : (a'=a-1); // failure of a single actuator endmodule // output processor // (receives instructions from main processor and passes onto actuators) module proco = proci [ i=o, s=a, input_reboot=output_reboot, MIN_SENSORS=MIN_ACTUATORS ] endmodule // main processor // (takes data from proci, processes it, and passes instructions to proco) module procm m : [0..1] init 1; // 1=ok, 0=failed count : [0..MAX_COUNT+1] init 0; // number of consecutive skipped cycles // failure of processor [] m=1 -> lambda_p : (m'=0); // processing completed before timer expires - reset skipped cycle counter [timeout] comp -> tau : (count'=0); // processing not completed before timer expires - increment skipped cycle counter [timeout] !comp -> tau : (count'=min(count+1, MAX_COUNT+1)); endmodule // connecting bus module bus // flags // main processor has processed data from input processor // and sent corresponding instructions to output processor (since last timeout) comp : bool init true; // input processor has data ready to send reqi : bool init true; // output processor has instructions ready to be processed reqo : bool init false; // input processor reboots [input_reboot] true -> 1 : // performs a computation if has already done so or // it is up and ouput clear (i.e. nothing waiting) (comp'=(comp | (m=1 & !reqo))) // up therefore something to process & (reqi'=true) // something to process if not functioning and either // there is something already pending // or the main processor sends a request & (reqo'=!(o=2 & a>=1) & (reqo | m=1)); // output processor reboots [output_reboot] true -> 1 : // performs a computation if it has already or // something waiting and is up // (can be processes as the output has come up and cleared pending requests) (comp'=(comp | (reqi & m=1))) // something to process it they are up or // there was already something and the main processor acts // (output now up must be due to main processor being down) & (reqi'=(i=2 & s>=2) | (reqi & m=0)) // output and actuators up therefore nothing can be pending & (reqo'=false); // main processor times out [timeout] true -> 1 : // performs a computation if it is up something was pending // and nothing is waiting for the output (comp'=(reqi & !reqo & m=1)) // something to process if up or // already something and main process cannot act // (down or outputs pending) & (reqi'=(i=2 & s>=2) | (reqi & (reqo | m=0))) // something to process if they are not functioning and // either something is already pending // or the main processor acts & (reqo'=!(o=2 & a>=1) & (reqo | (reqi & m=1))); endmodule // the system is down formula down = (i=2&s<MIN_SENSORS)|(count=MAX_COUNT+1)|(o=2&a<MIN_ACTUATORS)|(m=0); // transient failure has occured but the system is not down formula danger = !down & (i=1 | o=1); // the system is operational formula up = !down & !danger; // reward structures rewards "up" up : 1/3600; endrewards rewards "danger" danger : 1/3600; endrewards rewards "down" down : 1/3600; endrewards