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Misfire Fault Detection in Spark Ignition Engine Using Hybrid Model

Thesis Info

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External Link

Author

Rizvi, Muddassar Abbas

Program

PhD

Institute

Mohammad Ali Jinnah University

City

Islamabad

Province

Islamabad

Country

Pakistan

Thesis Completing Year

2010

Thesis Completion Status

Completed

Subject

Applied Sciences

Language

English

Link

http://prr.hec.gov.pk/jspui/handle/123456789/1704

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676726646788

Similar


Automotive industry has added the self-diagnostic features in vehicles to improve the reliability of vehicle. Research is being carried out to predict the faults that are going to occur in near future by the analysis of current values of vehicle variables. The presented work stressed on the application of Markov chains for the early detection of misfire fault in spark ignition engines. To define the states of Markov chains a novel hybrid model is presented to represent SI engine under steady state conditions. A survey of existing mathematical models of SI engine is provided. The hybrid model of SI engine was not widely studied area in the past. The proposed hybrid model with both continuous and discrete states is described in details. The basic assumption of modeling is that the cylinder contributing engine power is the basic active sub-component that provides power for useful work as well as to other cylinders that need power for compression, suction or exhaust. The cylinder providing power is considered as the active cylinder. The active cylinder is switched periodically in a cyclic manner. The continuous states of hybrid model are defined by considering each cylinder of SI engine as the sub-systems of hybrid model. The switching of active cylinder is considered as discrete state of hybrid model. The model is simulated to study the crankshaft speed fluctuations observed in SI engine. The simulation results are then verified experimentally on 1300 cc engine of a production vehicle from Honda by acquiring data using Data Acquisition Cards of National Instrument Inc. The properties of presented model are then studied and some results are established for onward stochastic analysis. The crankshaft speed fluctuation signal is analyzed using the properties of the proposed model and it is established that the peak values of observed speed during an ignition cycle is Gaussian and Markov. The peak value of crankshaft speed observed in each ignition cycle is associated with one of the cylinders or sub-systems. In this way four possible states are identified where ith state correspond to the peak value of crankshaft speed associated with ith sub-system of hybrid model. It is assumed that all states are equally probable when engine is healthy and that the fault would bias one of the states. The proposed novel fault detection algorithm identifies the biasing of a state by the calculation of Limiting State Probability of Markov Chains to indicate the fault. The data for both healthy and faulty engine condition is generated using hybrid model and analyzed using proposed fault detection method. The algorithm is finally verified experimentally by acquiring data from SI engine both under no fault condition and faulty condition and analyzing it for the existence of fault. The correctness of fault predicted by algorithm is mathematically analyzed using analysis similar to ROC analysis. In error analysis the fault is predicted using proposed algorithm and compared with the data observed experimentally to study the false positive events. The plot of analysis demonstrates the affectivity of algorithm.
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موسیٰ جاراﷲ

موسیٰ جاراﷲ
دوسرا علمی حادثہ دنیائے اسلام کے مشہور عالم موسیٰ جار اﷲ کی وفات ہے ، ان کا وطن روسی ترکستان تھا، وہ بڑے وسیع النظر عالم اور زندہ کتب خانہ تھے، اور ہر موضوع اور ہر فن پر مجتہدانہ نگاہ رکھتے تھے، روسی ترکی اور عربی فارسی میں پوری مہارت رکھتے تھے، اردو بھی ٹوٹی پھوٹی بول لیتے تھے، ایک زمانہ تک لینن کے رفیق اور شریک کار رہے، پھر کسی اختلاف کی بنا پر جلا وطن کردیے گئے ، جلاوطنی کے زمانہ میں انھوں نے تمام اسلامی ملکوں کی سیاحت کی، اس سلسلہ میں ہندوستان بھی آئے، اور کئی سال تک دہلی اور بھوپال میں مقیم رہے، چودہ پندرہ سال ہوئے دارالمصنفین بھی آئے تھے اور ہفتہ عشرہ قیام رہا تھا، ان کے علمی شغف و انہماک کو دیکھ کر علمائے سلف کی یاد تازہ ہوتی تھی، ان کا سارا وقت اور رات کا بڑا حصہ مطالعہ میں گزرتا تھا، انھوں نے اس مختصر قیام میں دارالمصنفین کے پورے کتب خانے کا جائزہ لے لیا تھا، تالیف و تصنیف کا شغل بھی تھا، عربی میں ان کی بہت سی تصانیف مسودہ کی صورت میں تھیں، لیکن چند مختصر رسالوں کے علاوہ کسی بڑی تصنیف کی اشاعت کی نوبت نہیں آئی، جب سے وہ وطن سے نکلے پھر دوبارہ جانا نصیب نہیں ہوا، اور عالمِ غربت ہی میں گذشتہ مہینہ مصر میں سفرِ آخرت کیا ، اﷲ تعالیٰ اس شیدائے علم کو اپنی رحمت و مغفرت سے سرفراز فرمائے۔
(شاہ معین الدین ندوی،جنوری ۱۹۵۰ء)

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التعليل النحوي عند ابن بابشاذ في كتابه شرح المحسبة (فصل الاسم أنموذجاً)

لقد استقصى النحاة العلة في كلام العرب مستنبطين ذلك من كلام العرب وأقيستهم، ومن بين النحويين ابن بابشاذ الذي تناول العلة في كتابه (شرح المقدمة المحسبة)،إذ ميز البحثُ اسلوب ابن بابشاذ التعليمي بتضمين فصول الكتاب بالعلة على مختلف أقسام الكلام كالأسماء و الأفعال والحروف، والذي اقتصر هنا على فصل الاسم وبيان علله المتنوعة كعلة التثنية والعوض والمعادلة وآمن اللبس، وعلة النظير، والخفة، والثقل، والاحتراز، ونظير تعليله في المقدمة رفع المثنى بالألف رفعاً دون الواو وذلك؛ للفصل بين التثنية والجمع، فأصبحت العلة لديه علة (فرق)، وهذا ما يسري على أنواع الأسماء وأنواع العلل. واستُنبطت العلة وفق المنهج الوصفي التحليلي، والذي تمَّ عبرهُ تمييز العلل وبيان فائدتها النحوية، وللراغب في تسليط الضوء على بقية فصول مقدمة المحسبة سيظفر على دراسة هادفة وجادة بين دفتي المقدمة لابن بابشاذ.

Probing New Physics Through Semileptonic Flavor Changing Neutral Current Transition

In this thesis, the exclusive semileptonic rare B-mesons decays which are induced by the flavor changing neutral current transition (FCNC) have been studied within and beyond the Standard Model (SM). To probe physics beyond the SM, B → K ∗ + − , B → K1 + − level, these FCNC transitions arises as b → s ∗ , B → K2 + − + − and Bc → D∗ s + − decays are considered. At quark and, in the SM, are forbidden at tree level but are allowed at loop level through Glashow-Iliopoulos-Maiani (GIM) mechanism. Moreover, FCNC transitions are further suppressed due to the fact that they are directly proportional to the off diagonal elements of the Cabibo Kobayashi Maskawa (CKM) matrix. Because of these two conditions FCNC transitions are relatively rare and become important to investigate the physics beyond the SM, usually known as new physics (NP). The important points of the thesis are in order: • We study the exclusive channel of flavor changing neutral current transition (FCNC) i.e. B → K ∗ + − in the frame work of a family of non-universal Z model. In this model, the Z boson couplings to the fermions could lead to FCNC transition at tree level. In addition, the off-diagonal elements of these effective chiral Z couplings can contain new weak phases that provide a new source of CP violation and, therefore, could explain the CP asymmetries in the current high energy colliders. In this context, we have studied the polarized and unpolarized CP violation asymmetries for the said decay. These asymmetries are highly suppressed in the standard model but significantly enhanced in the Z model. In addition to the CP violation asymmetries, the single lepton polarization asymmetries are also studied and found them sensitive to the couplings of the Z boson. Finally, it is analyzed that all these asymmetries which will hopefully be tested at LHC can serve to probe the non-universal Z model, particularly, the accurate measurements of these asymmetries may play a crucial role to extract the precise values of the coupling parameters of Z boson. • The sensitivity of the zero position of the forward backward asymmetry AFB for the exclusive B → K1 (1270)μ+ μ− decay is examined by using most general non-standard 4-fermion interactions. Our anal- ysis shows that the zero position of the forward backward asymmetry is very sensitive to the sign and size of the Wilson coefficients corresponding to the new vector type interactions, which are the counter partners of the usual Standard Model operators but have opposite chirality. In addition to these, the other significant effect comes from the interference of Scalar-Psudoscalar and Tensor type operators. These results will not only enhance our theoretical understanding about the axial vector mesons but will also serve as a good tool to look for physics beyond the SM. • A detailed study of the impact of New Physics (NP) operators with different Lorentz structures, which ∗ are absent in the Standard Model Hamiltonian, on the B → K2 (1430)μ+ μ− decay is performed. In this context, the various observables such as branching ratio, forward-backward asymmetry of leptons, lepton ∗ polarization asymmetries and the helicity fractions of the final state K2 (1430) meson have been studied. We have examined the effects of new vector-axial vector, scalar-pseudoscalar and tensor type interactions for ∗ this decay B → K2 (1430)μ+ μ− by using the constraints on different NP couplings which come from the ̄ ̄ Bs → μ+ μ− , B → X s μ+ μ− and B → K ∗ μ+ μ− decays. It is found that the effects of V A, S P and T operators are significant on the zero position of AFB (q2 ) as well as on its magnitude. In addition to this these NP operators also give significant effects on the differential decay rate, lepton polarization asymmetries and ∗ helicities fractions of final state K2 (1430) meson. • The semileptonic Bc → D∗ s + − ( = μ, τ) decays have been studied in the Standard Model (SM) and in the Universal Extra Dimension (UED) model. In addition to the contribution from the Flavor Changing Neutral Current (FCNC) transitions the weak annihilation (WA) contribution is also important for this decay because ∗ of enhanced CKM matrix elements Vcb Vcs . It is found that the WA gives 6.7 times larger branching ratio than the penguin contribution for the decay Bc → D∗ μ+ μ− . The contribution from the WA and FCNC transitions s are parameterized in terms of the form factors. In this work we first relate the form factors through Ward identities and then express them in terms of g+ (0) which is extracted from the decay Bc → D∗ γ through QCD s sum rules approach. These form factors are then used to analyze the physical observables like branching ratio and helicity fractions of the final state D∗ meson in the SM. This analysis is then extended to the UED s model where the dependency of above mentioned physical observables depend on the compactification radius R. It is shown that the helicity fractions of D∗ are sensitive to the UED model especially when we s have muons as the final state lepton. This sensitivity is marked up at low q2 region, irrespective of the choice of the form factors. It is hoped that in the next couple of years LHC will provide enough data on the Bc → D∗ s + − channel, and then , these helicity fractions would serve as a useful tool to establish new physics predicted by the UED model.