Simulation modeling of the gas-turbine aviation engine under презентация

Слайд 1Simulation of the gas-turbine aviation engine under flight conditions using the

ABSynth multiagent platform

Authors: Valeev S.S., Kovtunenko A.V., Zagitova A.I.

USATU, Department of Computer Science

ITIDS’2015


Слайд 2Problem definition
Purpose: to develop an effective simulation model of the

gas-turbine aviation engine under flight conditions.

Requirements: high computation performance, multi-user access to the model and results of its execution, real-time execution, high reliability and fault-tolerance.

Слайд 3Object of simulation
Turbojet bypass aircraft engine


Слайд 4Mathematical model of the aircraft engine
NHPT – high pressure turbine power;
NLPT

– low pressure turbine power;
NHPS – high pressure spool power;
NLPS – low pressure spool power;
ηHPT - high pressure turbine efficiency;
ηLPT - low pressure turbine efficiency;



IHPR – high pressure rotor inertia;
ILPR – low pressure rotor inertia;
GEN – gas flow through the exhaust nozzle critical section;
Gaf – air flow through low pressure spool;
wG – exhaust jet gas velocity;
wFS – flight speed.

Rotary acceleration of the low pressure turbine (LPT) and high pressure turbine (HPT):

HP and LP rotors speed:

Driving force:

Input variables: Тin, Рin – temperature and pressure of the inlet air,
GT – combustion chamber fuel feed


Слайд 5Mathematical model of flight conditions
Mg – gravity;
Fa – ascensional force;
Fres –

air frontal
resistance force;
Frf– rolling friction force;
Fsf– static friction force;
N – support reaction force;
Rt – driving force.


Quiescence: Rt ≤ Fsf


Ground motion (z = 0, Mg ≥ Fa):


Flight (Mg ≤ Fa):


Слайд 6Parallel and Distributed Technologies
MPI (Message Passing Interface):

+ portability,
+

high performance efficiency;

works well only for the fine-grained
parallelism,
requires special skills
for programming.

OpenMP (Open Muliti-Processing)

+ ease of programming,
+ high flexibility,
+ high code reusability;

- parallelizes only cyclic blocks,
- works only on SMP systems.

Architectures of multiprocessing systems:

Parallel programming
technologies:

SMP – Symmetric multiprocessor system;
AMP – Asymmetric multiprocessor system;


Слайд 7Agent-oriented technology
Agent is a hardware or (more usually) software-based computer system

that has the following properties:

autonomy: agents operate without the direct intervention of humans or others, and have some kind of control over their actions and internal state;

social ability: agents interact with other agents (and possibly humans) via some kind of agent-communication language;

reactivity: agents perceive their environment, and respond in a timely fashion to changes that occur in it;

pro-activeness: agents do not simply act in response to their environment, they are able to exhibit goal-directed behavour by taking the initiative.


Слайд 8ABSynth platform
Dedicated agent
y1, … yn – agent state;
u1, …, un -

input signals;
y = F(u) – main procedure;
T_ms – main procedure period.

Слайд 9Simulation scheme
Gt – combustion chamber fuel flow;
Tin, Рin – temperature

and pressure of the inlet air;
R – driving force;

X – the x coordinate (horizontal);
Z – the z coordinate (height);
nHPR –high pressure rotor speed;
nLPR – low pressure rotor speed.


Слайд 10Agent representation of the model in ABSynth


Слайд 11Model description on TSDL (Task Specification Description Language)


Слайд 12Results of model execution – time dependencies of rotors speeds/fuel flow
combustion

chamber fuel flow - GT(t)
low pressure rotor speed - nLPR(t) high pressure rotor speed - nHPR(t)


Слайд 13Results of model execution – the aircraft trajectory


Слайд 14Conclusions

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