Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048209
Shamsa Riaz, M. Ashraf, Ahmer Siddiq
Big data now a davs this term becomes not unusual in it industries. As there is a massive quantity of records lies in the industry however there is nothing before massive records comes into image. An example of huge information is probably petabvtes (1,024terabvtes) or Exabvte’s (1,024 petabvtes) of information comprising of billions to trillions of facts of millions of people–all from modified causes (e.g. Internet, sales, client touch center, social media, cellular records and so on). The aim of this paper is to advise an optimized huge information platform implementation model through s/w configuration supported open supply.
{"title":"A Comparative Study of Big Data Tools and Deployment PIatforms","authors":"Shamsa Riaz, M. Ashraf, Ahmer Siddiq","doi":"10.1109/ICEET48479.2020.9048209","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048209","url":null,"abstract":"Big data now a davs this term becomes not unusual in it industries. As there is a massive quantity of records lies in the industry however there is nothing before massive records comes into image. An example of huge information is probably petabvtes (1,024terabvtes) or Exabvte’s (1,024 petabvtes) of information comprising of billions to trillions of facts of millions of people–all from modified causes (e.g. Internet, sales, client touch center, social media, cellular records and so on). The aim of this paper is to advise an optimized huge information platform implementation model through s/w configuration supported open supply.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130972440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048203
Fatima Riaz, Muhammad Waqas Anwar, Humaira Muqades
Urdu is widely spoken and a national language of Pakistan. The language covers huge variety from others languages as well therefore known as “Lashkari Zuban” (a mixture of different languages. We have performed experiments on Urdu Named Entity Recognition (NER) using model-based approach. NER is the task for the identification and classification of named entities from the given text therefore; name, place, organization, time/date, etc. The task has an important role for automated systems, information extraction, machine learning and artificial intelligence. A lot of work has been done for European languages but the task for South Asian languages is its development stage. We chose Urdu language as it is our national language but still there are a lot of challenges in Urdu language as the language as very limited resources and it is also free structured language. Our research has been conducted on IJCNLP-08 dataset which is IOB (inside Outside Beginning) tagged using maximum entropy model. Precision, Recall and F-measure are used to evaluate the accuracy of the model.
{"title":"Maximum Entropy based Urdu Named Entity Recognition","authors":"Fatima Riaz, Muhammad Waqas Anwar, Humaira Muqades","doi":"10.1109/ICEET48479.2020.9048203","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048203","url":null,"abstract":"Urdu is widely spoken and a national language of Pakistan. The language covers huge variety from others languages as well therefore known as “Lashkari Zuban” (a mixture of different languages. We have performed experiments on Urdu Named Entity Recognition (NER) using model-based approach. NER is the task for the identification and classification of named entities from the given text therefore; name, place, organization, time/date, etc. The task has an important role for automated systems, information extraction, machine learning and artificial intelligence. A lot of work has been done for European languages but the task for South Asian languages is its development stage. We chose Urdu language as it is our national language but still there are a lot of challenges in Urdu language as the language as very limited resources and it is also free structured language. Our research has been conducted on IJCNLP-08 dataset which is IOB (inside Outside Beginning) tagged using maximum entropy model. Precision, Recall and F-measure are used to evaluate the accuracy of the model.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133853322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048193
Muhammad Atif Munir, Misal, Aazim Hassan, H. Tariq, Zubair Khalid
The fatigue of the driver is a major factor in multitudinous vehicle accidents. Therefore, the enervation of driver has been considered a paramount element to prevent the aforementioned problem. The research is instigated by studying the already existing techniques and their flaws. The study reveals that there is a tradeoff between cost and accuracy of the existing solutions. The research then focuses on an algorithm to cater the two prime drawbacks and finally proposes an IoT based wearable device solution which is affordable and provide desired outcomes.
{"title":"IoT Based Automotive Driver Drowsiness Prediction System Using Heart Rate Variability and Galvanic Skin Response","authors":"Muhammad Atif Munir, Misal, Aazim Hassan, H. Tariq, Zubair Khalid","doi":"10.1109/ICEET48479.2020.9048193","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048193","url":null,"abstract":"The fatigue of the driver is a major factor in multitudinous vehicle accidents. Therefore, the enervation of driver has been considered a paramount element to prevent the aforementioned problem. The research is instigated by studying the already existing techniques and their flaws. The study reveals that there is a tradeoff between cost and accuracy of the existing solutions. The research then focuses on an algorithm to cater the two prime drawbacks and finally proposes an IoT based wearable device solution which is affordable and provide desired outcomes.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121844950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/iceet48479.2020.9048189
{"title":"ICEET 2020 Program Committee","authors":"","doi":"10.1109/iceet48479.2020.9048189","DOIUrl":"https://doi.org/10.1109/iceet48479.2020.9048189","url":null,"abstract":"","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123602865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048207
A. Batool, Syeda Basmah Hyder, Aymen Rahim, Namra Waheed, Muhammad Adeel Asghar, Fawad
Agricultural productivity is something on which the economy highly depends. In addition to this, plant diseases and pests are a major problem in the agricultural sector. Their detection at the initial stage is required to get rid of all the diseases as quickly as possible and to save ourselves from the destruction of crops. Different kinds of pesticides have been used to save the plants from diseases. Even after all these safety measures, it is observed that still, the disease keeps spreading in the field. Why is it SO? The problem here arises that in many cases we are not sure of the type of disease and so a wrong pesticide might have been used instead. Hence, it all goes in vain. This means the classification of disease is as important as the detection. In this paper, an advanced classification model was proposed which detects and classifies tomato leaf disease. A training dataset consisting of 450 images is used and image features are extracted using several models and kNN is applied for the classification. Classification accuracy of 76.1% is achieved using AlexNet model and it came out to be the highest in comparison to other models.
{"title":"Classification and Identification of Tomato Leaf Disease Using Deep Neural Network","authors":"A. Batool, Syeda Basmah Hyder, Aymen Rahim, Namra Waheed, Muhammad Adeel Asghar, Fawad","doi":"10.1109/ICEET48479.2020.9048207","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048207","url":null,"abstract":"Agricultural productivity is something on which the economy highly depends. In addition to this, plant diseases and pests are a major problem in the agricultural sector. Their detection at the initial stage is required to get rid of all the diseases as quickly as possible and to save ourselves from the destruction of crops. Different kinds of pesticides have been used to save the plants from diseases. Even after all these safety measures, it is observed that still, the disease keeps spreading in the field. Why is it SO? The problem here arises that in many cases we are not sure of the type of disease and so a wrong pesticide might have been used instead. Hence, it all goes in vain. This means the classification of disease is as important as the detection. In this paper, an advanced classification model was proposed which detects and classifies tomato leaf disease. A training dataset consisting of 450 images is used and image features are extracted using several models and kNN is applied for the classification. Classification accuracy of 76.1% is achieved using AlexNet model and it came out to be the highest in comparison to other models.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"675 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122972625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048212
Zeeshan Irshad, S. M. Haider Aejaz, U. Mustafa, Agha Muhammad Furqan Durrani, Faisal Hafeez
Diverse methods for demand side management (DSM) have been proposed for residential areas. These techniques are effectual in reducing electricity cost by scheduling the customer loads. However, waiting time of user appliances is increased. In this research work a user-friendly technique is developed by using heuristic algorithm to overcome user inconvenience. Genetic algorithm is used for scheduling a residential load in smart grid (SG) network. By using Genetic algorithm in real time pricing (RTP) environment, our main purpose is to minimize both peak to average ratio (PAR), cost of electricity and maximize comfort level in sense of user priority and preferences. To attain our purpose, we categorize appliances according to their duty cycle. We used renewable energy source (RES) to meet peak hours and better scheduling of loads. Simulation work shows that our user-friendly algorithm plays a vital role in load scheduling and reduction in PAR values.
{"title":"User-Friendly Demand Side Management for Smart Grid Network","authors":"Zeeshan Irshad, S. M. Haider Aejaz, U. Mustafa, Agha Muhammad Furqan Durrani, Faisal Hafeez","doi":"10.1109/ICEET48479.2020.9048212","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048212","url":null,"abstract":"Diverse methods for demand side management (DSM) have been proposed for residential areas. These techniques are effectual in reducing electricity cost by scheduling the customer loads. However, waiting time of user appliances is increased. In this research work a user-friendly technique is developed by using heuristic algorithm to overcome user inconvenience. Genetic algorithm is used for scheduling a residential load in smart grid (SG) network. By using Genetic algorithm in real time pricing (RTP) environment, our main purpose is to minimize both peak to average ratio (PAR), cost of electricity and maximize comfort level in sense of user priority and preferences. To attain our purpose, we categorize appliances according to their duty cycle. We used renewable energy source (RES) to meet peak hours and better scheduling of loads. Simulation work shows that our user-friendly algorithm plays a vital role in load scheduling and reduction in PAR values.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129969250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048226
Musa Ali, A. B. Ahmed, Kafait Ullah, A. Khan
With the increase in electricity usage through developing countries, the financial crises has enveloped due to energy poverty. Issues such as circular debt are now a major factor that has a drastic impact on the economic condition of such countries. Power sector, being a major constituent of the economic structure of such countries, has a major role to play for changes in economic condition. This paper numerically evaluates the financial challenges in power sector and the inevitable shortcomings in policies with growing circular debt. The case study has been performed on Pakistan and solutions are proposed to mitigate this financial debt with comparative analysis of increasing share of renewables and inexpensive energy in electricity market.
{"title":"Multiple-Criteria Policy Anaysis of Circular Debt in Pakistan","authors":"Musa Ali, A. B. Ahmed, Kafait Ullah, A. Khan","doi":"10.1109/ICEET48479.2020.9048226","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048226","url":null,"abstract":"With the increase in electricity usage through developing countries, the financial crises has enveloped due to energy poverty. Issues such as circular debt are now a major factor that has a drastic impact on the economic condition of such countries. Power sector, being a major constituent of the economic structure of such countries, has a major role to play for changes in economic condition. This paper numerically evaluates the financial challenges in power sector and the inevitable shortcomings in policies with growing circular debt. The case study has been performed on Pakistan and solutions are proposed to mitigate this financial debt with comparative analysis of increasing share of renewables and inexpensive energy in electricity market.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128156978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048191
Hira Shoukat, Arfa Rabail, Madina Ikram Mirza, Shehla Inam, H. Toor, S. J. Khan
Boxing is a combat sport in which the participants perform different types of punches. In this study, a setup was designed to measure and compare the forces delivered by two types of punches i.e. jab and a cross performed by 10 healthy males and the activity of the muscles such as biceps and triceps. The forces were measured using force plate connected to PASCO CAPSTONE while the muscle activity was measured as Electromyography (EMG) on BIOPAC. The results indicated that both the jab and cross punch delivered approximately the same average force while considering the area parameter, the triceps were more involved in delivering the force when performing both types of punches as compared to biceps.
{"title":"Comparing Two Types of Punches (Jab and Cross) On the Basis of Maximum Impact and Muscle Involvement","authors":"Hira Shoukat, Arfa Rabail, Madina Ikram Mirza, Shehla Inam, H. Toor, S. J. Khan","doi":"10.1109/ICEET48479.2020.9048191","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048191","url":null,"abstract":"Boxing is a combat sport in which the participants perform different types of punches. In this study, a setup was designed to measure and compare the forces delivered by two types of punches i.e. jab and a cross performed by 10 healthy males and the activity of the muscles such as biceps and triceps. The forces were measured using force plate connected to PASCO CAPSTONE while the muscle activity was measured as Electromyography (EMG) on BIOPAC. The results indicated that both the jab and cross punch delivered approximately the same average force while considering the area parameter, the triceps were more involved in delivering the force when performing both types of punches as compared to biceps.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133269153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048222
M. S. Aziz, M. Khan, Aqib Khan, Faisal Nawaz, M. Imran, A. Siddique
Renewable energy is the only solution to the problem of depleting environmental conditions and energy shortage. Animal manure is a major output waste of rural areas and it can be converted into biogas through anaerobic digestion. Biogas is mainly CH4 which is combustible and can be used as fuel. In Pakistan, most of the rural population is relying on agriculture and cattle farming. Agriculture gives us hydro potential and cattle farming gives us biogas. And both of these resources, if used properly, can drastically improve the socioeconomic condition of rural areas. The sub-rural tehsil of Division Bahawalpur, “Mandi Yazman” is considered as a study area with the domestic load. This paper gives a techno-economic analysis of microgrid based on biogas, solar and hydropower to find out the best possible combination for lowest COE (cost of energy) and NPC (net present cost) according to the available resources in the proposed site.
{"title":"Rural Electrification through an Optimized Off-grid Microgrid based on Biogas, Solar, and Hydro Power","authors":"M. S. Aziz, M. Khan, Aqib Khan, Faisal Nawaz, M. Imran, A. Siddique","doi":"10.1109/ICEET48479.2020.9048222","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048222","url":null,"abstract":"Renewable energy is the only solution to the problem of depleting environmental conditions and energy shortage. Animal manure is a major output waste of rural areas and it can be converted into biogas through anaerobic digestion. Biogas is mainly CH4 which is combustible and can be used as fuel. In Pakistan, most of the rural population is relying on agriculture and cattle farming. Agriculture gives us hydro potential and cattle farming gives us biogas. And both of these resources, if used properly, can drastically improve the socioeconomic condition of rural areas. The sub-rural tehsil of Division Bahawalpur, “Mandi Yazman” is considered as a study area with the domestic load. This paper gives a techno-economic analysis of microgrid based on biogas, solar and hydropower to find out the best possible combination for lowest COE (cost of energy) and NPC (net present cost) according to the available resources in the proposed site.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115937362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-02-01DOI: 10.1109/ICEET48479.2020.9048236
U. F. Ahmed, Saif-ur-Rehman, Zia Hameed, Faizan Ahmed, Terence Anthony U’Chong, M. Asif
An unmanned ground vehicle (UGV) and its manipulator have been designed in order, at optimum size and best possible efficiency. The UGV was wirelessly controlled and has both, manual and semi-autonomous capabilities. MATLAB GUI has been used to control the functions of UGV. The manipulator has 6 degrees of freedom and a 200g payload capability. The UGV also has the ability to drag a load up to 4kg. An IP Camera has been used as feedback, though which semi-autonomous control has been achieved. A search function has been created which utilizes image-processing techniques to find the desired object (red ball) and then with the help of sonar, navigate the UGV and positions it, such that the manipulator can pick the desired object.
{"title":"Design and Development of Control System for Unmanned Ground Vehicle and its Manipulator","authors":"U. F. Ahmed, Saif-ur-Rehman, Zia Hameed, Faizan Ahmed, Terence Anthony U’Chong, M. Asif","doi":"10.1109/ICEET48479.2020.9048236","DOIUrl":"https://doi.org/10.1109/ICEET48479.2020.9048236","url":null,"abstract":"An unmanned ground vehicle (UGV) and its manipulator have been designed in order, at optimum size and best possible efficiency. The UGV was wirelessly controlled and has both, manual and semi-autonomous capabilities. MATLAB GUI has been used to control the functions of UGV. The manipulator has 6 degrees of freedom and a 200g payload capability. The UGV also has the ability to drag a load up to 4kg. An IP Camera has been used as feedback, though which semi-autonomous control has been achieved. A search function has been created which utilizes image-processing techniques to find the desired object (red ball) and then with the help of sonar, navigate the UGV and positions it, such that the manipulator can pick the desired object.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122351819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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