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Automatic Detection of Weapons in Surveillance Cameras Using Efficient-Net

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Computers, Materials & Continua 2022年第9期72卷 4615-4630页

作者： Erssa Arif syed khuram shahzad Muhammad Waseem Iqbal Muhammad Arfan Jaffar Abdullah S.Alshahrani Ahmed Alghamdi Department of Computer Science Superior UniversityLahore54000Pakistan Department of Informatics&Systems University of Management&TechnologyLahore54000Pakistan Department of Software Engineering Superior UniversityLahore54000Pakistan Faculty of Computer Science&Information Technology Superior UniversityLahore54000Pakistan Department of Computer Science&Artificial Intelligence College of Computer Science&EngineeringUniversity of JeddahJeddah21493Saudi Arabia Department of Software Engineering College of Computer Science and EngineeringUniversity of JeddahJeddah21493Saudi Arabia

The conventional Close circuit television(CCTV)cameras-based surveillance and control systems require human resource *** all the criminal activities take place using weapons mostly a handheld gun,revolver,pistol,swords ***,automatic weapons detection is a vital requirement now a *** current research is concerned about the real-time detection of weapons for the surveillance cameras with an implementation of weapon detection using Efficient–*** time datasets,from local surveillance department’s test sessions are used for model training and *** consist of local environment images and videos from different type and resolution cameras that minimize the *** research also contributes in the making of Efficient-Net that is experimented and results in a positive *** results are also been represented in graphs and in calculations for the representation of results during training and results after training are also shown to represent our research ***-Net algorithm gives better results than existing *** using Efficient-Net algorithms the accuracy achieved 98.12%when epochs increase as compared to other algorithms.

关键词： Detection algorithms machine learning machine vision video surveillance

Ontological Model for Cohesive Smart Health Services Management

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Computers, Materials & Continua 2023年第2期74卷 3679-3695页

作者： Muhammad Raza Naqvi Muhammad Waseem Iqbal syed khuram shahzad M.Usman Ashraf Khalid Alsubhi Hani Moaiteq Aljahdali Le Laboratoire Génie de Production de l’École Nationale d’Ingénieurs de Tarbes(LGP-INP-ENIT) Universitéde ToulouseCEDEXTarbes65016France Department of Software Engineering Superior UniversityLahore53700Pakistan Department of Informatics&Systems University of Management&TechnologyLahore54000Pakistan Department of Computer Science University of Management and TechnologySialkot51310Pakistan Department of Computer Science King Abdul-Aziz UniversityJeddah21577Saudi Arabia Faculty of Computing and Information Technology King Abdulaziz UniversityJeddah21577Saudi Arabia

Health care has become an essential social-economic concern for all stakeholders(e.g.,patients,doctors,hospitals etc.),health needs,private care and the elderly class of *** massive increase in the usage of health care Internet of things(IoT)applications has great technological evolvement in human *** are various smart health care services like remote patient monitoring,diagnostic,disease-specific remote treatments and *** applications are available in a split fashion and provide solutions for variant diseases,medical resources and remote service *** main objective of this research is to provide a management platform where all these services work as a single unit to facilitate the *** ontological model of integrated healthcare services is proposed by getting requirements from various existing healthcare *** were 26 smart health care services and 26 smart health care services to classify the knowledge-based ontological *** proposed ontological model is derived from different classes,relationships,and constraints to integrate health care *** model is developed using Protégébased on each interrelated/correlated health care service having different *** querying SPARQL protocol and RDF query language(SPARQL)were used for knowledge *** Pellet Reasoner is used to check the validity and relations coherency of the proposed ontology *** to other smart health care services integration systems,the proposed ontological model provides more cohesiveness.

关键词： Ontology internet of things smart health services integration

Resource Based Automatic Calibration System (RBACS) Using Kubernetes Framework

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Intelligent Automation & Soft Computing 2023年第1期35卷 1165-1179页

作者： Tahir Alyas Nadia Tabassum Muhammad Waseem Iqbal Abdullah S.Alshahrani Ahmed Alghamdi syed khuram shahzad Department of Computer Science Lahore Garrison UniversityLahore54000Pakistan Department of Computer Science&IT Virtual University of PakistanLahore54000Pakistan Department of Software Engineering The Superior UniversityLahore54000Pakistan Department of Computer Science&Artificial Intelligence College of Computer Science&EngineeringUniversity of Jeddah21493Saudi Arabia Department of Software Engineering College of Computer Science and EngineeringUniversity of Jeddah21493Saudi Arabia Department of Informatics&Systems University of Management&TechnologyLahore54000Pakistan

Kubernetes,a container orchestrator for cloud-deployed applications,allows the application provider to scale automatically to match thefluctuating intensity of processing *** cluster technology is used to encapsulate,isolate,and deploy applications,addressing the issue of low system reliability due to interlocking ***-based platforms usually entail users define application resource supplies for eco container *** is a constant problem of over-service in data centers for cloud service *** operating costs and incompetent resource utilization can occur in a waste of *** revolutionized the orchestration of the container in the cloud-native *** can adaptively manage resources and schedule containers,which provide real-time status of the cluster at runtime without the user’s *** clusters face unpredictable traffic,and the cluster performs manual expansion configuration by the *** to operational delays,the system will become unstable,and the service will be *** work proposed an RBACS that vigorously amended the distribution of containers operating in the entire Kubernetes *** allocation pattern is analyzed with the Kubernetes *** estimate the overall cost of RBACS,we use several scientific benchmarks comparing the accomplishment of container to remote node migration and on-site *** experiments ran on the simulations to show the method’s effectiveness yielded high precision in the real-time deployment of resources in eco *** to the default baseline,Kubernetes results in much fewer dropped requests with only slightly more supplied resources.

关键词： Docker container virtualization cloud resource kubernetes

(Sm/Eu/Tm)^(3+) doped tantalum semiconductor system for photovoltaic and electrochemical functionality amplification

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Journal of Rare Earths 2024年第8期42卷 1586-1594,I0007页

作者： Shaan Bibi Jaffri khuram shahzad Ahmad Isaac Abrahams Ibrahim A.A Materials and Environmental Chemistry Lab Lab-E21Department of Environmental SciencesFatima Jinnah Women UniversityRawalpindiPakistan School of Physical and Chemical Sciences Queen Mary University of LondonLondonUnited Kingdom Department of Botany and Microbiology College of ScienceKing Saud UniversityP.O.Box 2455Riyadh11451Saudi Arabia

This work reports the synthesis,characterization,and energy focused applications of the novel lanthanides co-doped tantalum pentoxide hetero-system(Sm^(3+)-Eu^(3+)-Tm^(3+):Ta_(2)O_(5)).Ln^(3+)-doped Ta_(2)O_(5) express excellent opto-electronic features reflected by the narrow band gap energy of 3.87 *** vibrations confirm the presence of Ta-O-Ta and Ta-O *** synthesized system possesses orthorhombic geometry with 59.46 nm particle *** the smoother and compact morphology,the synthesized material succeeds in augmenting the performance of different systems aimed at energy *** ambient perovskite solar cell device fabricated with the Ln^(3+)-doped Ta_(2)O_(5) as an electron transport layer excels in achieving an efficiency and fill factor of 14.17% and 76% under artificial *** device was marked by the negligible hysteresis behavior showing profound photovoltaic *** electrochemical activity of the Ln^(3+)-doped Ta_(2)O_(5) decorated electrode was evaluated for electrical charge storage potential with pseudocapacitive behavior,With the highest specific capacitance of 355.39 F/g and quicker ionic diffusion rate,the designed electrode excels conventionally used ***-catalysis of water with Ln^(3+)-doped Ta_(2)O_(5) material indicates its capacity for H_(2) production with the lowest overpotential and Tafel slope values of 148 and 121.2 mV/dec,while the O_(2) generation is comparatively *** the stable electrochemical output,this rare earth modified material has the potential to replace conventionally used environmentally perilous and costly materials.

关键词： Lanthanide doping Rare earth materials Perovskite solar cells Supercapacitors Water splitting

Experimental Study on Surface Crack Repair of Aluminum Alloy Based on Shot Peening

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Experimental Study on Surface Crack Repair of Aluminum Alloy...

作者： shahzad khuram 中南林业科技大学

学位级别：硕士

High-strength aluminum alloy has the advantages of high specific strength,good wear resistance,strong corrosion resistance etc and its thin-walled structural parts are widely used in *** use environment will inevitably form defects such as cracks on the surface of the *** these defects can be repaired in the expansion stage,it will have a positive effect on prolonging its service *** this paper,the finite element analysis is used to analyze the repair and closure process of material subsurface cracks under the action of shot peening and the basic parameters of crack repair and the limit repair depth are obtained then the experimental process of crack repair is designed from both macro and micro *** repair effect is evaluated on the fatigue strength of crack repair and the mechanism and plastic deformation mechanism of repairing subsurface cracks of aluminum alloy materials by shot blasting are *** specific work is as follows:*** FEM for simulation analysis of surface cracks in aluminum *** ANSYS finite element model to carry out numerical simulation of surface crack repair of aluminum alloy *** the simulation analysis In order to explore the possibility of surface crack repair of aluminum alloy materials by shot peening the numerical simulation of surface crack repair of aluminum alloy materials was carried out using the ANSYS finite element *** the simulation results,the morphology and residual compressive stress of the surface cracks of the aluminum alloy material are comprehensively analyzed,and the repair of the surface cracks is studied,which proves that the shot peening treatment can repair the surface cracks of the aluminum *** design of repairing subsurface cracks in aluminum alloy *** to the requirements samples for fatigue strength testing are made and the surface of the samples is treated by shot *** that all samples have the same in

关键词： Aluminum alloy Shot peening Crack repair Mechanical properties Healing mechanism

Adsorption removal of endosulfan through Saccharum officinarum derived activated carbon from selected soils

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Journal of Central South University 2019年第1期26卷 146-157页

作者： khuram shahzad AHMAD Department of Environmental Sciences Fatima Jinnah Women University

Pesticide contamination causes precarious implications on human health and *** the investigation of its sorption phenomenon is highly *** insecticide was examined for its adsorption behavior on ten assorted soils through batch equilibrium *** coefficient values(Kd)ranged from 1.4μg/mL to 18μg/*** highest Kd value was obtained for Peshawar soil owing to the presence of highest amount of organic matter(1.4%).Negative values of Gibbs free energy displayed a low interaction between soil and pesticide,exhibiting that the reaction was physiosorption and exothermic in *** analysis showed a negative correlation of soil pH and Kd(R^2=–0.77 and p=0.03)and a positive correlation with organic matter(R^2=0.96).Activated carbon prepared from Saccharum officinarum bagasse removed significant amount *** maximum removal observed was 93%and 97%in 5×10^–6 and 7.5×10^–6,*** carbon prepared from biomass for removal purposes was proved to be highly efficient and cost effective.

关键词： soil endosulfan adsorption activated carbon sugarcane husk

Empowering progress:unraveling the promising capabilities of Cu_(2)S:ZnS:NiS_(2) trimetal sulphide thin films

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Frontiers of Materials Science 2024年第3期18卷 95-111页

作者： Mahwash Mahar Gul khuram shahzad Ahmad Andrew Guy Thomas Mohamed A.Habila Department of Environmental Sciences Fatima Jinnah Women UniversityRawalpindi 46000Pakistan Department of Materials Photon Science InstituteSir Henry Royce InstituteAlan Turing BuildingThe University of ManchesterOxford RoadManchester M139PLUK Department of Chemistry College of ScienceKing Saud UniversityP.O.Box 2455Riyadh 11451Saudi Arabia

This study focuses on the synthesis and characterization of a thin film comprising of trimetallic sulphide,Cu_(2)S:ZnS:NiS_(2).The fabrication process involved the utilization of diethyldithiocarbamate as a sulfur source,employing physical vapor deposition.A range of analytical techniques were employed to elucidate the material's structure,morphology,and optical *** thin film exhibited a well-defined crystalline structure with an average crystallite size of 33 nm.X-ray photoelectron spectroscopy provided distinct core level peaks associated with Cu 2p,Zn 2p,Ni 2p,and S *** electrochemical properties were assessed through voltammetry measurements,which demonstrated an impressive specific capacitive of 797 F·g^(-1).The thin film demonstrated remarkable stability over multiple cycles,establishing it as a highly promising candidate for diverse energy storage *** addition,comprehensive investigations were carried out to assess the photocatalytic performance of the fabricated material,particularly its efficacy in the degradation of diverse environmental *** notable findings emphasize the versatility of trimetal sulphide thin films,expanding their potential beyond energy storage and opening avenues for further research and technological advancements in fields including photocatalysis and beyond.

关键词： supercapacitor energy storage photocatalyst thin film metal sulphide

Drainage Network and Lineament Analysis:An Approach for Potwar Plateau(Northern Pakistan)

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Journal of Mountain Science 2009年第1期6卷 14-24页

作者： Faisal shahzad syed Amer MAHMOOD Richard GLOAGUEN Remote Sensing Group Institute of GeologyFreiberg University of Mining and TechnologyFreiberg09599Germany.

Drainage responds rapidly to tectonic changes and thus it is a potential parameter for teetonogeomorphological analysis. Drainage network of Potwar is a good geological record of movement, displacements, regional uplifts and erosion of the tectonic units. This study focuses on utilizing drainage network extracted from Shuttle Radar Digital Elevation Data （SRTM-DEM） in order to constrain the structure of the Potwar Plateau. SWAN syncline divides Potwar into northern Potwar deformed zone （NPDZ） and southern Potwar platform zone （SPPZ）. We extracted the drainage network from DEM and analyzed 112 streams using stream power law. Spatial distribution of concavity and steepness indices were used to prepare uplift rate map for the area. DEM was further utilized to extract lineaments to study the mutual relationship between lineaments and drainage patterns. We compared the local correlation between the extracted lineaments and drainage network of the area that gives us quantitative information and shows promising prospects. The streams in the NPDZ indicate high steepness values as compared to the streams in the SPPZ. The spatial distribution of geomorphic parameters distinctive deformation and uplift rates suggest the among eastern, central and western parts. The local correlation between drainage network and lineaments from DEM is strongly positive in the area within I km of radius.

关键词： Drainage network lineaments streamprofile analysis uplift rate local correlation

Energy Management System for a Sustainable Future:Smart Grids(SG) with Renewable Energy,Energy Storage and Demand Response

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Energy Management System for a Sustainable Future:Smart Grid...

作者： syed khuram Sarwar 华南理工大学

学位级别：硕士

当前电网是世界上最复杂的工程系统之一,但它存在一些限制,包括高度集中的电力生产系统和缺乏适应日益增长的需求的灵活性。然而,随着世界人口的不断增长,对可持续和可靠能源系统的需求变得比以往任何时候都更加紧迫。智能电网(SG)提供... 详细信息

当前电网是世界上最复杂的工程系统之一,但它存在一些限制,包括高度集中的电力生产系统和缺乏适应日益增长的需求的灵活性。然而,随着世界人口的不断增长,对可持续和可靠能源系统的需求变得比以往任何时候都更加紧迫。智能电网(SG)提供了一个有前途的解决方案,利用创新技术,如可再生能源、储能和能源使用控制,提高电力分配的效率和可靠性。本研究提出了一个智能电网系统的模型和模拟设计,应用太阳能电池板(PV)、风力发电机和备用电池的组合,针对巴基斯坦俾路支省昆塔市进行设计。我们利用HOMER Grid等先进软件工具,基于巴基斯坦气象局获取的数据,预测未来该地区的负荷需求。本研究将车辆到电网(V2G)和电网到车辆(G2V)技术融入到智能电网系统中。在G2V连接期间,通过双向充电技术,电动汽车(EV)电池可以在低负荷需求时以低价存储电力,并在电网需求高时以高价出售电力。同样,在V2G连接期间,汽车电池是在峰值需求期间为电网提供电力的电源。此外,车辆到电网(V2G)技术还允许在汽车不使用时(例如停车时)向电网返还电力,提高了电网稳定性并使车主能够赚取收益。在我们提出的系统模型中,我们根据需求响应计划选择了一个基准情况,然后将其与其他两种情况进行比较,这两种情况可以平衡电网和消费者负荷需求。在情况1中,该系统包括水电、输电、配电、负载和储能,而在情况2中,智能电网系统包括水电(GEN)、可再生能源(PV、风力涡轮)、电池、车辆到电网/电网到车辆和负载(智能家居、办公楼)。与基准情况进行比较后,情况1的年度电费分解成本为36,349美元,而情况2的年度电费分解成本为11,467美元。在情况1中,没有年度碳排放(CO2)因为只包括水电,而在情况2中,每年的碳排放(CO2)较低,为81.6吨/年。我们的研究结果表明,智能电网技术具有巨大的潜力,并为能源管理部门提供更好的工具,以开发可持续且具有成本效益的能源系统。此外,这项研究与政府的目标一致,即实现小型分布式发电(DG)和全球目标,为巴基斯坦及其它国家打造更加可持续和环保的能源未来铺平了道路。

关键词：可再生能源电力网风力涡轮储能系统车辆到电网(V2G)/电网到车辆(G2V) 电动汽车(EV)