MFX and CFX do not affect G2-phase associated regulatory proteins. Western blot analysis of G2-ph... more MFX and CFX do not affect G2-phase associated regulatory proteins. Western blot analysis of G2-phase regulatory Cyclins and CDKs in MIA PaCa-2 and Panc-1 cells treated with MFX and CFX in a dose dependent manner. GAPDH was used as loading control. (JPEG 397Â kb)
International Journal of Advanced Research in Computer Science, 2017
With the recent advancement technology grows faster in the present era. Technology that provide a... more With the recent advancement technology grows faster in the present era. Technology that provide a new pace of growth which is required to accommodate the upcoming challenges. Now a day data has increased so, it is very difficult to handle data effectively. Recently big data technology having some confronts which need to be analyzed. All the issues are explained through V’s of big data. In this paper some other confronts are also explained related to business organizations that are explained by R’s of big data. In this paper we also introduced the concept of analytical tools. These tools help to define the applications of data associated with their respective area. We provide a novel approach of big data challenges and their associated analytical tools. Keywords: Veracity, Variability, Reliability, Visualization, Analysis
2021 8th International Conference on Signal Processing and Integrated Networks (SPIN), 2021
The Corona virus disease 2019 (COVID-19) pandemic has caused substantial increase in distress amo... more The Corona virus disease 2019 (COVID-19) pandemic has caused substantial increase in distress among people all over the world. This work aims to study depression during the COVID-19 among the educational sector and to develop a novel stroop test based depression detection system by analyzing the response time (RT) for normal stroop test (ST) and emotional stroop test (EST). The data for this work is collected from 44 participants. It is found that 66% of the participants have depression. The analysis of RT for ST and EST before and after showing video stimulus, indicates that there is a significant difference in change of response time (dRT) for both normal and depressive cases. Further this feature along with the physiological parameters (PhyP) of the participants are given to support vector machine (SVM) and extreme gradient boost (XGBoost) classifier to develop depression detection systems. The XGBoost provides highest accuracy of 85.71% with PhyP + ST_dRT data and an accuracy of 71.43% with PhyP + EST_dRT data. Therefore, the proposed systems may serve as a screening tool for depression during this pandemic situation.
Structural design of semiconductor nanomaterials via facile and green methodology is noteworthy t... more Structural design of semiconductor nanomaterials via facile and green methodology is noteworthy to advance their photocatalytic activity for resolving the problem of energy and environment. Herein, sunlight active zinc oxide coupled with cadmium sulfide (ZnO@CdS) was synthesized by employing the leaf extract of Azadirachta indica. Subsequently, it was used for removal of chlorpyrifos (CP) and atrazine (Atz) pesticides that have shown high persistence, bioaccumulation, and toxicity in the environment. Synthesized ZnO@CdS nanocomposite was characterized by spectroscopic and microscopic techniques. The unique morphology of nanocomposite (particle size ≤ 50 nm) and appearance of stretching vibrations at 600 cm-1 for Zn-S and 679 cm-1 for Cd-O has confirmed the coupling of ZnO with CdS. The degradation conditions were optimized by varying the pesticide amounts, catalyst dose, and pH under the sunlight irradiation. At moderate dosage and neutral pH, the nanocomposite was found highly efficient for the quantitative removal of pesticides (89-91%) due to improved surface area (111 m2g-1), low band energy (1.67 eV), and semiconducting nature resulted from synergism. The degradation followed Langmuir adsorption and first order kinetics. The Effect of ionic strength was helpful to understand the interaction mechanism involved in the removal of contaminants. Being more effective than natives, ZnO@CdS has substantially suppressed the half-life of pesticides as revealed from generation of smaller and less toxic metabolites in GC-MS analysis. The charge separation was supported by photoluminescence and UV-reflectance studies. A scavenger analysis has indicated the presence of active radicals in photocatalysis. The Applicability of green or alternative photocatalyst for multiple times (n = 10) confirmed its sustainability and high efficiency for environmental and industrial purposes.
In this work, a non-invasive diabetes mellitus detection system is proposed based on the wristban... more In this work, a non-invasive diabetes mellitus detection system is proposed based on the wristband photoplethysmography (PPG) signal and basic physiological parameters (PhyP) to enable easy detection of diabetes mellitus (DM). A dataset of 217 participants with diabetes, prediabetes and normal conditions is used to develop the system. The Mel frequency cepstral coefficients (MFCC) extracted from 5s PPG signal segments and the PhyP are used as input for the machine learning algorithms. The K-nearest neighbors, support vector machine, random forest and extreme gradient boost (XGBoost) classifiers are used for classification. In addition, a hybrid feature selection method (Hybrid FS) is proposed to reduce the size of the input data. The Hybrid FS-based XGBoost system achieves a high accuracy of 99.93 % for non-invasive diabetes detection with fewer features and less computational effort. The analysis suggests that the PPG signal from a wearable sensor is a good alternative for simple non-invasive blood glucose measurements in routine applications.
A thermoresponsive Fe–Co based discrete Prussian blue analogue (PBA) with the general formula [Fe... more A thermoresponsive Fe–Co based discrete Prussian blue analogue (PBA) with the general formula [Fe(Tp)(CN)3]2[Co{en(Bn)py}]2(ClO4)2·4MeOH·4H2O i.e. [1·4MeOH·4H2O] is reported, which discloses a sharp and high temperature ETCST along with a wide hysteresis of 10 K observed for its desolvated complex 1.
Bi 2 Te 3 , Sb 2 Te 3, and their intermixtures are classical topological insulators with relative... more Bi 2 Te 3 , Sb 2 Te 3, and their intermixtures are classical topological insulators with relatively simple electronic band structure. These materials are well known for their near room temperature thermoelectric effect too. The tuning of the Fermi level is considered relatively easy in these materials to achieve bulk insulating character. This study aims at the preparation of BiSbTe 3 with isovalent selenium substitution at tellurium site to form BiSbTe 3-y Se y (0 6 y 6 2.5) solid solutions. Single crystals of BiSbTe 3-y Se y (BSTS) were synthesized using the modified Bridgman technique. X-ray diffraction studies and morphological analysis confirmed the formation of high-quality single crystals with a rhombohedral crystal structure in the R3m phase. The lattice parameters were found to decrease monotonically with an increase in the selenium concentration. The lattice volume for the composition BiSbTe 3 was 497.94 Å 3 , which decreased to 432.90 Å 3 for the last composition BiSbTe 0.5 Se 2.5. Energy Dispersive X-ray Spectroscopy confirmed the homogeneous distribution of the elements in the sample and its chemical composition.
ABSTRACT The present work focuses on the development of non-invasive blood glucose measurement de... more ABSTRACT The present work focuses on the development of non-invasive blood glucose measurement device to revolutionize diabetes management and reduce severe complications associated with it. A low cost, painless and non-invasive blood glucose measurement system is designed using near-infrared (NIR) LED and four photodiodes for the purpose. NIR light emitted by LED passes through the skin and is detected by photodiodes after attenuation. The detector converts the attenuated light into a voltage signal. The interference due to background noise generated by human skin is removed by taking floating or internal reference. The voltage signal obtained from the photodiodes is calibrated using Levenberg–Marquardt-based Artificial Neural Network to obtain the glucose concentration. The accuracy of proposed prototype was examined by comparing non-invasively predicted data with invasively measured reference data. It is observed that all measurements lie in A and B zones of Clarke error grid and thus clinically accurate.
Madhumeha is one of the four types of Vatika Prameha characterised by passage of excessive quanti... more Madhumeha is one of the four types of Vatika Prameha characterised by passage of excessive quantity of urine having quality similar to Madhu (Polyurea & Glycosuria) along with sweetness of whole body (Hyperglycemia). While describing the pathogenesis of Madhumeha the Ayurvedic texts have explained the involvement of Ama (oxidative free radicals), Agni (digestive fire), Meda (adipose tissue) and Ojas (immunity), which plays a vital role in the development and progression of Madhumeha and its complication.
Despite numerous studies on major depressive disorder (MDD) susceptibility, the precise underlyin... more Despite numerous studies on major depressive disorder (MDD) susceptibility, the precise underlying molecular mechanism has not been elucidated which restricts the development of etiology-based disease-modifying drug. Major depressive disorder treatment is still symptomatic and is the leading cause of (~30%) failure of the current antidepressant therapy. Here we comprehended the probable genes and pathways commonly associated with antidepressant response and MDD. A systematic review was conducted, and candidate genes/pathways associated with antidepressant response and MDD were identified using an integrative genetics approach. Initially, single nucleotide polymorphisms (SNPs)/genes found to be significantly associated with antidepressant response were systematically reviewed and retrieved from the candidate studies and genome-wide association studies (GWAS). Also, significant variations concerning MDD susceptibility were extracted from GWAS only. We found 245 (Set A) and 800 (Set B)...
Journal of Pharmaceutical & Scientific Innovation, 2019
Malignancy disease is the II noticeable reason for death around the world. There are different ki... more Malignancy disease is the II noticeable reason for death around the world. There are different kinds of tumors, for example, skin malignant growth, bosom disease, and colorectal disease. These days, treatment of malignancy is pricey. There is more noteworthy requirement for progressively productive and less harmful helpful and preventive methodologies. Phytochemicals have been utilized for the treatment of disease since the beginning because of their wellbeing, low poisonous quality, and general availability. Medicinal plants are considered as a storehouse of different bio-dynamic mixes and utilized for long time because of its helpful properties. A few plants determined mixes indicate potential job against malignancy treatment.
such as statins used alone or in combination with bile acid sequsterant, fibrates, and Ezetimibe.... more such as statins used alone or in combination with bile acid sequsterant, fibrates, and Ezetimibe. [5] LDL apheresis and orthotopic liver transplantation are other available alternatives. [4]
We present the surgical anatomy and steps to perform the uterosacral ligament vaginal vault suspe... more We present the surgical anatomy and steps to perform the uterosacral ligament vaginal vault suspension. METHODS: Video taping of cadaver dissection, laparoscopic surgery, and vaginal surgery is combined to demonstrate the surgical anatomy and steps of suspending the apex of the vaginal to the uterosacral ligaments for treatment of uterine or apical prolapse. The relationship of the uterosacral ligament and the ureter is presented. Color illustrations and animation compliment the presentation of the procedure. RESULTS: The uterosacral ligament vaginal vault procedure provides a vaginal approach to achieving bilateral apical support directed in the normal axis of the vagina. CONCLUSION: This video presents a detailed description of the surgical anatomy and steps of the uterosacral ligament vaginal vault procedure.
International Journal of Advanced Science and Technology, 2017
The crises of natural resources as one fossil fuel are alarming worldwide due to depleting reserv... more The crises of natural resources as one fossil fuel are alarming worldwide due to depleting reserves compelling technocrats, scientists, researchers, manufacturers and the stakeholders to go for researches, experiments, and trials with all possible options from all probable aspects using hybrid technology to dual/ triple fuel such as solid, liquid or gaseous fuel or its combinations to emerge alternatives supplementing the sustainably required need of fossil fuel for robust, cost effective, clean and green technology. In this paper one of the analyses using Artificial Neural Network (ANN) is applied on a retrofitted experimental setup using diesel as primary and LPG as secondary fuel optimizing the thermodynamic parameters to obtain maximum work output at higher thermal efficiency. The ANN is trained with the experimental data to stimulate the results for the network which gives least Mean Square Error (MSE) and lowest Mean Absolute Percentage Error (MAPE) being a function to optimize the results. The optimization is done with the help of GENETIC ALGORITHM to minimize the negativity of function to get maximized results.
Understanding the molecular basis of mosquito behavioral complexity is central to the design of n... more Understanding the molecular basis of mosquito behavioral complexity is central to the design of novel molecular tool to fight against their vector borne diseases. Although, olfactory system play important role to guide and manage many behavioral co-ordinates including feeding, mating, breeding etc., but the sex specific regulation of olfactory responses remains unanswered. From our ongoing transcriptomic data annotation of blood fed adult female olfactory tissue ofA. culicifaciesmosquito, we identified a 383 bp long unique transcript encodingDrosophilahomolog of Quick-To-Court protein, previously shown to regulate the courtship behavior in adult maleDrosophila. A comprehensivein silicoanalysis predictsAc-qtcis 1536 bp long single copy gene encoding 511 AA long protein, having high degree of conservation with other insect homolog. Age dependent increased expression of putativeAc-qtcin the naïve mosquitoes correlates the maturation of olfactory system, necessary to meet sex specific c...
This paper presents Fuzzy-PID (FPID) control scheme for a blood glucose control of type 1 diabeti... more This paper presents Fuzzy-PID (FPID) control scheme for a blood glucose control of type 1 diabetic subjects. A new metaheuristic Cuckoo Search Algorithm (CSA) is utilized to optimize the gains of FPID controller. CSA provides fast convergence and is capable of handling global optimization of continuous nonlinear systems. The proposed controller is an amalgamation of fuzzy logic and optimization which may provide an efficient solution for complex problems like blood glucose control. The task is to maintain normal glucose levels in the shortest possible time with minimum insulin dose. The glucose control is achieved by tuning the PID (Proportional Integral Derivative) and FPID controller with the help of Genetic Algorithm and CSA for comparative analysis. The designed controllers are tested on Bergman minimal model to control the blood glucose level in the facets of parameter uncertainties, meal disturbances and sensor noise. The results reveal that the performance of CSA-FPID control...
2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN), 2016
The paper presents two plants which use proportional-integral-derivative (PID) controller for obt... more The paper presents two plants which use proportional-integral-derivative (PID) controller for obtaining the desired transient response. Ziegler Nichols (ZN) and Genetic Algorithm (GA) tuning methods are employed on both the plants affected by band-limited white noise, and the optimized parameters (viz. Settling Time and Peak Overshoot) are compared. The efficacy of system optimization by GA is being tested so that both set point tracking and disturbance rejection are enabled, hence posing a servo as well as regulator problem. The result shows that GA proves to be more favorable for optimization of systems with or without noise as compared to ZN tuning method.
MFX and CFX do not affect G2-phase associated regulatory proteins. Western blot analysis of G2-ph... more MFX and CFX do not affect G2-phase associated regulatory proteins. Western blot analysis of G2-phase regulatory Cyclins and CDKs in MIA PaCa-2 and Panc-1 cells treated with MFX and CFX in a dose dependent manner. GAPDH was used as loading control. (JPEG 397Â kb)
International Journal of Advanced Research in Computer Science, 2017
With the recent advancement technology grows faster in the present era. Technology that provide a... more With the recent advancement technology grows faster in the present era. Technology that provide a new pace of growth which is required to accommodate the upcoming challenges. Now a day data has increased so, it is very difficult to handle data effectively. Recently big data technology having some confronts which need to be analyzed. All the issues are explained through V’s of big data. In this paper some other confronts are also explained related to business organizations that are explained by R’s of big data. In this paper we also introduced the concept of analytical tools. These tools help to define the applications of data associated with their respective area. We provide a novel approach of big data challenges and their associated analytical tools. Keywords: Veracity, Variability, Reliability, Visualization, Analysis
2021 8th International Conference on Signal Processing and Integrated Networks (SPIN), 2021
The Corona virus disease 2019 (COVID-19) pandemic has caused substantial increase in distress amo... more The Corona virus disease 2019 (COVID-19) pandemic has caused substantial increase in distress among people all over the world. This work aims to study depression during the COVID-19 among the educational sector and to develop a novel stroop test based depression detection system by analyzing the response time (RT) for normal stroop test (ST) and emotional stroop test (EST). The data for this work is collected from 44 participants. It is found that 66% of the participants have depression. The analysis of RT for ST and EST before and after showing video stimulus, indicates that there is a significant difference in change of response time (dRT) for both normal and depressive cases. Further this feature along with the physiological parameters (PhyP) of the participants are given to support vector machine (SVM) and extreme gradient boost (XGBoost) classifier to develop depression detection systems. The XGBoost provides highest accuracy of 85.71% with PhyP + ST_dRT data and an accuracy of 71.43% with PhyP + EST_dRT data. Therefore, the proposed systems may serve as a screening tool for depression during this pandemic situation.
Structural design of semiconductor nanomaterials via facile and green methodology is noteworthy t... more Structural design of semiconductor nanomaterials via facile and green methodology is noteworthy to advance their photocatalytic activity for resolving the problem of energy and environment. Herein, sunlight active zinc oxide coupled with cadmium sulfide (ZnO@CdS) was synthesized by employing the leaf extract of Azadirachta indica. Subsequently, it was used for removal of chlorpyrifos (CP) and atrazine (Atz) pesticides that have shown high persistence, bioaccumulation, and toxicity in the environment. Synthesized ZnO@CdS nanocomposite was characterized by spectroscopic and microscopic techniques. The unique morphology of nanocomposite (particle size ≤ 50 nm) and appearance of stretching vibrations at 600 cm-1 for Zn-S and 679 cm-1 for Cd-O has confirmed the coupling of ZnO with CdS. The degradation conditions were optimized by varying the pesticide amounts, catalyst dose, and pH under the sunlight irradiation. At moderate dosage and neutral pH, the nanocomposite was found highly efficient for the quantitative removal of pesticides (89-91%) due to improved surface area (111 m2g-1), low band energy (1.67 eV), and semiconducting nature resulted from synergism. The degradation followed Langmuir adsorption and first order kinetics. The Effect of ionic strength was helpful to understand the interaction mechanism involved in the removal of contaminants. Being more effective than natives, ZnO@CdS has substantially suppressed the half-life of pesticides as revealed from generation of smaller and less toxic metabolites in GC-MS analysis. The charge separation was supported by photoluminescence and UV-reflectance studies. A scavenger analysis has indicated the presence of active radicals in photocatalysis. The Applicability of green or alternative photocatalyst for multiple times (n = 10) confirmed its sustainability and high efficiency for environmental and industrial purposes.
In this work, a non-invasive diabetes mellitus detection system is proposed based on the wristban... more In this work, a non-invasive diabetes mellitus detection system is proposed based on the wristband photoplethysmography (PPG) signal and basic physiological parameters (PhyP) to enable easy detection of diabetes mellitus (DM). A dataset of 217 participants with diabetes, prediabetes and normal conditions is used to develop the system. The Mel frequency cepstral coefficients (MFCC) extracted from 5s PPG signal segments and the PhyP are used as input for the machine learning algorithms. The K-nearest neighbors, support vector machine, random forest and extreme gradient boost (XGBoost) classifiers are used for classification. In addition, a hybrid feature selection method (Hybrid FS) is proposed to reduce the size of the input data. The Hybrid FS-based XGBoost system achieves a high accuracy of 99.93 % for non-invasive diabetes detection with fewer features and less computational effort. The analysis suggests that the PPG signal from a wearable sensor is a good alternative for simple non-invasive blood glucose measurements in routine applications.
A thermoresponsive Fe–Co based discrete Prussian blue analogue (PBA) with the general formula [Fe... more A thermoresponsive Fe–Co based discrete Prussian blue analogue (PBA) with the general formula [Fe(Tp)(CN)3]2[Co{en(Bn)py}]2(ClO4)2·4MeOH·4H2O i.e. [1·4MeOH·4H2O] is reported, which discloses a sharp and high temperature ETCST along with a wide hysteresis of 10 K observed for its desolvated complex 1.
Bi 2 Te 3 , Sb 2 Te 3, and their intermixtures are classical topological insulators with relative... more Bi 2 Te 3 , Sb 2 Te 3, and their intermixtures are classical topological insulators with relatively simple electronic band structure. These materials are well known for their near room temperature thermoelectric effect too. The tuning of the Fermi level is considered relatively easy in these materials to achieve bulk insulating character. This study aims at the preparation of BiSbTe 3 with isovalent selenium substitution at tellurium site to form BiSbTe 3-y Se y (0 6 y 6 2.5) solid solutions. Single crystals of BiSbTe 3-y Se y (BSTS) were synthesized using the modified Bridgman technique. X-ray diffraction studies and morphological analysis confirmed the formation of high-quality single crystals with a rhombohedral crystal structure in the R3m phase. The lattice parameters were found to decrease monotonically with an increase in the selenium concentration. The lattice volume for the composition BiSbTe 3 was 497.94 Å 3 , which decreased to 432.90 Å 3 for the last composition BiSbTe 0.5 Se 2.5. Energy Dispersive X-ray Spectroscopy confirmed the homogeneous distribution of the elements in the sample and its chemical composition.
ABSTRACT The present work focuses on the development of non-invasive blood glucose measurement de... more ABSTRACT The present work focuses on the development of non-invasive blood glucose measurement device to revolutionize diabetes management and reduce severe complications associated with it. A low cost, painless and non-invasive blood glucose measurement system is designed using near-infrared (NIR) LED and four photodiodes for the purpose. NIR light emitted by LED passes through the skin and is detected by photodiodes after attenuation. The detector converts the attenuated light into a voltage signal. The interference due to background noise generated by human skin is removed by taking floating or internal reference. The voltage signal obtained from the photodiodes is calibrated using Levenberg–Marquardt-based Artificial Neural Network to obtain the glucose concentration. The accuracy of proposed prototype was examined by comparing non-invasively predicted data with invasively measured reference data. It is observed that all measurements lie in A and B zones of Clarke error grid and thus clinically accurate.
Madhumeha is one of the four types of Vatika Prameha characterised by passage of excessive quanti... more Madhumeha is one of the four types of Vatika Prameha characterised by passage of excessive quantity of urine having quality similar to Madhu (Polyurea & Glycosuria) along with sweetness of whole body (Hyperglycemia). While describing the pathogenesis of Madhumeha the Ayurvedic texts have explained the involvement of Ama (oxidative free radicals), Agni (digestive fire), Meda (adipose tissue) and Ojas (immunity), which plays a vital role in the development and progression of Madhumeha and its complication.
Despite numerous studies on major depressive disorder (MDD) susceptibility, the precise underlyin... more Despite numerous studies on major depressive disorder (MDD) susceptibility, the precise underlying molecular mechanism has not been elucidated which restricts the development of etiology-based disease-modifying drug. Major depressive disorder treatment is still symptomatic and is the leading cause of (~30%) failure of the current antidepressant therapy. Here we comprehended the probable genes and pathways commonly associated with antidepressant response and MDD. A systematic review was conducted, and candidate genes/pathways associated with antidepressant response and MDD were identified using an integrative genetics approach. Initially, single nucleotide polymorphisms (SNPs)/genes found to be significantly associated with antidepressant response were systematically reviewed and retrieved from the candidate studies and genome-wide association studies (GWAS). Also, significant variations concerning MDD susceptibility were extracted from GWAS only. We found 245 (Set A) and 800 (Set B)...
Journal of Pharmaceutical & Scientific Innovation, 2019
Malignancy disease is the II noticeable reason for death around the world. There are different ki... more Malignancy disease is the II noticeable reason for death around the world. There are different kinds of tumors, for example, skin malignant growth, bosom disease, and colorectal disease. These days, treatment of malignancy is pricey. There is more noteworthy requirement for progressively productive and less harmful helpful and preventive methodologies. Phytochemicals have been utilized for the treatment of disease since the beginning because of their wellbeing, low poisonous quality, and general availability. Medicinal plants are considered as a storehouse of different bio-dynamic mixes and utilized for long time because of its helpful properties. A few plants determined mixes indicate potential job against malignancy treatment.
such as statins used alone or in combination with bile acid sequsterant, fibrates, and Ezetimibe.... more such as statins used alone or in combination with bile acid sequsterant, fibrates, and Ezetimibe. [5] LDL apheresis and orthotopic liver transplantation are other available alternatives. [4]
We present the surgical anatomy and steps to perform the uterosacral ligament vaginal vault suspe... more We present the surgical anatomy and steps to perform the uterosacral ligament vaginal vault suspension. METHODS: Video taping of cadaver dissection, laparoscopic surgery, and vaginal surgery is combined to demonstrate the surgical anatomy and steps of suspending the apex of the vaginal to the uterosacral ligaments for treatment of uterine or apical prolapse. The relationship of the uterosacral ligament and the ureter is presented. Color illustrations and animation compliment the presentation of the procedure. RESULTS: The uterosacral ligament vaginal vault procedure provides a vaginal approach to achieving bilateral apical support directed in the normal axis of the vagina. CONCLUSION: This video presents a detailed description of the surgical anatomy and steps of the uterosacral ligament vaginal vault procedure.
International Journal of Advanced Science and Technology, 2017
The crises of natural resources as one fossil fuel are alarming worldwide due to depleting reserv... more The crises of natural resources as one fossil fuel are alarming worldwide due to depleting reserves compelling technocrats, scientists, researchers, manufacturers and the stakeholders to go for researches, experiments, and trials with all possible options from all probable aspects using hybrid technology to dual/ triple fuel such as solid, liquid or gaseous fuel or its combinations to emerge alternatives supplementing the sustainably required need of fossil fuel for robust, cost effective, clean and green technology. In this paper one of the analyses using Artificial Neural Network (ANN) is applied on a retrofitted experimental setup using diesel as primary and LPG as secondary fuel optimizing the thermodynamic parameters to obtain maximum work output at higher thermal efficiency. The ANN is trained with the experimental data to stimulate the results for the network which gives least Mean Square Error (MSE) and lowest Mean Absolute Percentage Error (MAPE) being a function to optimize the results. The optimization is done with the help of GENETIC ALGORITHM to minimize the negativity of function to get maximized results.
Understanding the molecular basis of mosquito behavioral complexity is central to the design of n... more Understanding the molecular basis of mosquito behavioral complexity is central to the design of novel molecular tool to fight against their vector borne diseases. Although, olfactory system play important role to guide and manage many behavioral co-ordinates including feeding, mating, breeding etc., but the sex specific regulation of olfactory responses remains unanswered. From our ongoing transcriptomic data annotation of blood fed adult female olfactory tissue ofA. culicifaciesmosquito, we identified a 383 bp long unique transcript encodingDrosophilahomolog of Quick-To-Court protein, previously shown to regulate the courtship behavior in adult maleDrosophila. A comprehensivein silicoanalysis predictsAc-qtcis 1536 bp long single copy gene encoding 511 AA long protein, having high degree of conservation with other insect homolog. Age dependent increased expression of putativeAc-qtcin the naïve mosquitoes correlates the maturation of olfactory system, necessary to meet sex specific c...
This paper presents Fuzzy-PID (FPID) control scheme for a blood glucose control of type 1 diabeti... more This paper presents Fuzzy-PID (FPID) control scheme for a blood glucose control of type 1 diabetic subjects. A new metaheuristic Cuckoo Search Algorithm (CSA) is utilized to optimize the gains of FPID controller. CSA provides fast convergence and is capable of handling global optimization of continuous nonlinear systems. The proposed controller is an amalgamation of fuzzy logic and optimization which may provide an efficient solution for complex problems like blood glucose control. The task is to maintain normal glucose levels in the shortest possible time with minimum insulin dose. The glucose control is achieved by tuning the PID (Proportional Integral Derivative) and FPID controller with the help of Genetic Algorithm and CSA for comparative analysis. The designed controllers are tested on Bergman minimal model to control the blood glucose level in the facets of parameter uncertainties, meal disturbances and sensor noise. The results reveal that the performance of CSA-FPID control...
2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN), 2016
The paper presents two plants which use proportional-integral-derivative (PID) controller for obt... more The paper presents two plants which use proportional-integral-derivative (PID) controller for obtaining the desired transient response. Ziegler Nichols (ZN) and Genetic Algorithm (GA) tuning methods are employed on both the plants affected by band-limited white noise, and the optimized parameters (viz. Settling Time and Peak Overshoot) are compared. The efficacy of system optimization by GA is being tested so that both set point tracking and disturbance rejection are enabled, hence posing a servo as well as regulator problem. The result shows that GA proves to be more favorable for optimization of systems with or without noise as compared to ZN tuning method.
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Papers by Jyoti Yadav