Echo State neural networks (ESN), which are a special case of recurrent neural networks, are studied from the viewpoint of their learning ability, with a goal to achieve their greater predictive ability. In this paper we study the influence of the memory length on predictive abilities of Echo State neural networks. The conclusion is that Echo State neural networks with fixed memory length can h...

this paper is the representation of the computational and experimental methods of a new injector nozzle for a sequential port injection cng engine. the objective of this study was to review the previous research in the development of gaseous fuel injector for port injection cng engine converted from diesel engine. next, a simulation of the fuel flow of the new injector nozzle was made using flu...

nowadays biodiesel is receiving more attention as a most important renewable energy for using in diesel engines. inthis research, the application of response surface methodology (rsm) was highlighted to investigate the effects of biodiesel-diesel blends (b0, b20, b50 and b100), engine operating parameters (engine load and  speed) on co2 emission of a diesel engine. the experiments were conducte...

Tədqiqat layihəsində əsas məqsəd mikro turbojet mühərrikinin yanacaq sisteminin modelləşdirilməsidir. Bu məqsədə nail olmaq üçün biz SimulationX, FloMaster, Simcenter Amesim proqram paketlərində mühərrik sistemlərinin dizayn xüsusiyyətlərini nəzərdən keçirdik. Tədqiqatın nəticələri göstərir ki, Flomaster mühitində dizaynı və simulyasiyası kifayət qədər dəqiq aydındır. Buna görə də, hazırkı işdə...

investigations were carried out to evaluate the performance of direct injection diesel engine with medium grade low heat rejection (lhr) combustion chamber and 3 mm air gap insulated piston, 3 mm air gap insulated liner, and ceramic coated cylinder head [ceramic coating with the thickness of 500 µ was made on the inside portion of the cylinder head].the engine had different operating conditions...