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Intelligent Control for Automation of Yam Storage System Using Fuzzy Logic Controller 基于模糊控制器的Yam存储系统自动化智能控制
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.14
M. Abdulazeez, M. Salami, I. Tijani
{"title":"Intelligent Control for Automation of Yam Storage System Using Fuzzy Logic Controller","authors":"M. Abdulazeez, M. Salami, I. Tijani","doi":"10.1109/CIMSIM.2011.14","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.14","url":null,"abstract":"This paper presents the development of intelligent control technique for yam storage system based on fuzzy logic controller (FLC). The expert control of yam storage system is formulated in the form of fuzzy rules. The inputs to the controller are the outside and inside temperature, wind speed and presences of rain. The output is the window opening angle. Simulations were performed for different typical levels of input parameters and also for extreme fictitious conditions. The results shown that, the controller is capable of responding to the changes in temperature conditions by adjusting the window opening angle to keep the internal temperature within acceptable range. The controller also satisfies security requirements due to sudden changes in wind velocity and presence of rain.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132076802","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}
引用次数: 5
Landmine Detection and Classification Using MLP 基于MLP的地雷探测与分类
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.10
Roger Achkar, M. Owayjan, Carlo Mrad
{"title":"Landmine Detection and Classification Using MLP","authors":"Roger Achkar, M. Owayjan, Carlo Mrad","doi":"10.1109/CIMSIM.2011.10","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.10","url":null,"abstract":"This paper expounds on the design and the implementation of the intelligence (vision and brain) of an autonomous robot for landmines localization, specifically anti-tank mines, cluster bombs, or unexploded ordnance. The landmine sweeping technique under study utilizes state-of-the-art techniques in digital image processing for pre-processing captured images of the area being scanned. After enhancing the scanned images, data is fed into a processing unit that implements the Artificial Neural Network (ANN) in order to classify the landmines' make and model. The Back-Propagation algorithm is used for teaching the network. The system proved to be able to identify and classify different types of landmines under various conditions with a success rate of up to 90%. Various conditions include different viewpoints of the landmine such as having a rotated landmine, or a partially covered landmine.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114466292","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}
引用次数: 9
Agent-based Decision Support System for Harumanis Mango Flower Initiation 基于agent的Harumanis芒果花萌发决策支持系统
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.22
R. Farook, Z. Husin, A. Aziz, A. Shakaff, A. Zakaria, L. Kamarudin, M. N. Jaafar
{"title":"Agent-based Decision Support System for Harumanis Mango Flower Initiation","authors":"R. Farook, Z. Husin, A. Aziz, A. Shakaff, A. Zakaria, L. Kamarudin, M. N. Jaafar","doi":"10.1109/CIMSIM.2011.22","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.22","url":null,"abstract":"Mango cultivar Harumanis is one of the best table tropical fruit due to its aroma and sweetness. Despite its overwhelming local demand in Malaysia and also internationally, the fruit supply never meets the demand. The flowering phase is identified as an important stage as plant reproductive physiology. Currently, Harumanis mango flowering only happens once a year and this restricts the yield of this particular mango. In this paper, a model is introduced that address the a biotic factors that induce flowering in mango. Next the model is implemented in agent-based decision support system. The system could be used to support the farmers in decision making, monitoring and controlling the mango trees environment in greenhouse. The greenhouse environment controlled to suit the requirements that are condusive for the Harumanis mango trees flower initiation.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130432548","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}
引用次数: 5
D* Lite Based Real-Time Multi-Agent Path Planning in Dynamic Environments 动态环境中基于D* Lite的实时多agent路径规划
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.38
K. Al-Mutib, M. Alsulaiman, M. Emaduddin, H. Ramdane, E. Mattar
{"title":"D* Lite Based Real-Time Multi-Agent Path Planning in Dynamic Environments","authors":"K. Al-Mutib, M. Alsulaiman, M. Emaduddin, H. Ramdane, E. Mattar","doi":"10.1109/CIMSIM.2011.38","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.38","url":null,"abstract":"D* based navigation algorithms provide robust and realtime means of achieving path planning in dynamic environments. Author of this paper introduces a notion of predictable time-based obstacles. The algorithm proposed in the paper defines a centralized obstacle-map that is shared among multiple agents (robots) performing path planning. Each robot plans its path individually on an obstacle-map using a slightly modified version of D* Lite and then shares an updated version of the map, which includes its planned path as a new obstacle, with its peers. The planned paths appear as temporary time-based obstacles to peer robots. Planned paths are divided into discrete temporal sections so as to help peer robots optimize paths temporally. The proposed algorithm also presents a priority measure which helps us decide the optimized sequence of individual pathplanning order followed by cooperating robots. Since the implemented algorithm is tested in simulation using Mobile robot Programming Toolkit, the Real–time performance analysis is done to confirm the real-time execution time of the proposed algorithm. Keywordsrobotics; path-planning; D*; navigation; multi-","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"201 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123027018","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}
引用次数: 40
Modeling of the Effect of p-Layer and i-Layer Properties on the Electrical Behaviour of a-Si:H/a-SiGe:H Thin Film Hetero-Structure Solar Cell p层和i层性质对a-Si:H/a-SiGe:H薄膜异质结构太阳能电池电性能影响的建模
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.81
P. Jelodarian, A. Kosarian
{"title":"Modeling of the Effect of p-Layer and i-Layer Properties on the Electrical Behaviour of a-Si:H/a-SiGe:H Thin Film Hetero-Structure Solar Cell","authors":"P. Jelodarian, A. Kosarian","doi":"10.1109/CIMSIM.2011.81","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.81","url":null,"abstract":"In amorphous thin film p -- i -- n solar cell, a thick absorber layer can absorb more light to generate carriers, however, a thicker i-layer degrades the drift electric field for carrier transport. On the other hand, a thin i-layer cannot absorb enough light. So Thickness of i-layer is a key parameter that can limit the performance of amorphous thin film solar cells. On the other hand, introducing Ge atoms to the Si lattice in Si-based solar cells is an effective approach in improving their characteristics. Especially, current density of the cell can be enhanced without deteriorating its open circuit voltage. This work presents a novel numerical evaluation and optimization of amorphous silicon double junction (a-Si:H/a-SiGe:H) thin film solar cells and focuses on optimization of a-SiGe: H mid-gap single junction solar cell based on the optimization of the Ge content in the film, thick nesses of the i-layer and p-layer, and doping concentration of the films.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126844920","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}
引用次数: 1
Performance Measurement of Thresholding Algorithms in Printed Circuit Board Inspection System 阈值算法在印刷电路板检测系统中的性能测量
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.50
I. Ibrahim, S. Bakar, M. Mokji, K. Khalil, Z. Yusof, Jameel Mukred, Z. Ibrahim, M. S. Mohamad, W. K. W. Ahmad
{"title":"Performance Measurement of Thresholding Algorithms in Printed Circuit Board Inspection System","authors":"I. Ibrahim, S. Bakar, M. Mokji, K. Khalil, Z. Yusof, Jameel Mukred, Z. Ibrahim, M. S. Mohamad, W. K. W. Ahmad","doi":"10.1109/CIMSIM.2011.50","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.50","url":null,"abstract":"It is well-known that thresholding algorithm is needed by gray-scale images in segmentation operation. In this paper, real printed circuit boards used are captured using a monochrome charged coupled device camera and produced images consisting of foreground and background objects in gray-scale format. In order to correctly differentiate these two kinds of attributes, several of thresholding algorithms are applied. Then, misclassification error measure has been employed to evaluate the performances of these thresholding algorithms. This method gives information on how many percentages of background pixels wrongly assigned to foreground, and foreground pixels wrongly assigned to background pixels. As the best thresholding algorithm has been chosen, median filtering and the proposed defect classification algorithm can be applied to remove small noise in resultant images and classify the defects occurred on the printed circuit boards, respectively.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"25 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129167103","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}
引用次数: 4
Self-Managed Internet Based Individualized Risk Assessor for Malaysian Diabetes Population 马来西亚糖尿病人群自我管理的基于互联网的个体化风险评估
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.59
K. Chellappan, A. S. Ahmed
{"title":"Self-Managed Internet Based Individualized Risk Assessor for Malaysian Diabetes Population","authors":"K. Chellappan, A. S. Ahmed","doi":"10.1109/CIMSIM.2011.59","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.59","url":null,"abstract":"Diabetes risk education is the foundation in diabetes management, and it requires individualization. Such individualization entails provision of relevant and prioritized information to patients. Many current consumer health information systems are capable of providing relevant information base on the patients medical records or history, risk assessment and information prioritization, are yet to be practiced. We have proposed a comprehensive Diabetes Risk Assessor (DRA ) through knowledge management (KM ) to score the risk and individualize priority of information for diabetic patients. Applying KM in healthcare system is nothing-supernatural constituent. Years of research and effort to implement KM been executed and it can be conclude that KM provides promising approach to a successful healthcare knowledge management system. The traditional healthcare patient-physician relationship now changed into dynamic means where the physicians able to treat the patient although separated by the geographical factor. KM also allows sharing of healthcare information between medical practitioners regardless of place and time. This paper described DRA a research project developing an internet base system to assist the diabetes patients in obtaining individualized health management in ensuring their health performance.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128804929","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}
引用次数: 1
Evaluating BLAST Runtime Using NAS-Based High Performance Clusters 使用基于nas的高性能集群评估BLAST运行时
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.19
S. M. Sait, M. Al-Mulhem, R. Al-Shaikh
{"title":"Evaluating BLAST Runtime Using NAS-Based High Performance Clusters","authors":"S. M. Sait, M. Al-Mulhem, R. Al-Shaikh","doi":"10.1109/CIMSIM.2011.19","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.19","url":null,"abstract":"The Basic Local Alignment Search (BLAST) is one of the most widely used bioinformatics programs for searching all available sequence databases for similarities between a protein or DNA query and predefined sequences, using sequence alignment technique. Recently, many attempts have been made to make the algorithm practical to run against the publicly available genome databases on large parallel clusters. This paper presents our experience in evaluating both the serial and parallel BLAST algorithms onto a large Infiniband-based diskless High Performance Cluster (HPC) that offers lower hardware cost and improved reliability, as opposed to traditional disk full clusters. The paper also presents the evaluation methodology along with the experimental results to illustrate the scalability of the BLAST algorithm on our HPC system. For our measurement and comparison, we considered cluster sizes up to 32 compute nodes. Our results show that BLAST runtime can still be retained with the use of the diskless clusters, while improving the runtime reliability.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124736385","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}
引用次数: 5
A Two-Step Binary Particle Swarm Optimization Approach for Routing in VLSI with Iterative RLC Delay Model 基于迭代RLC延迟模型的VLSI路由两步二元粒子群优化方法
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.21
Z. Yusof, Tan Hong, A. F. Z. Abidin, Mohammad Nazry Abdul Salam, Asrul Adam, K. Khalil, Jameel Mukred, N. Shaikh-Husin, Z. Ibrahim
{"title":"A Two-Step Binary Particle Swarm Optimization Approach for Routing in VLSI with Iterative RLC Delay Model","authors":"Z. Yusof, Tan Hong, A. F. Z. Abidin, Mohammad Nazry Abdul Salam, Asrul Adam, K. Khalil, Jameel Mukred, N. Shaikh-Husin, Z. Ibrahim","doi":"10.1109/CIMSIM.2011.21","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.21","url":null,"abstract":"Manipulation of wire sizing, buffer sizing, and buffer insertion are a few techniques that can be used to improve time delay in very large scale integration (VLSI) circuit routing. This paper enhances an existing approach, which is based on Particle Swarm Optimization (PSO) for solving routing problem in VLSI circuits. A two-step Binary Particle Swarm Optimization (BPSO) approach, which is based on BPSO, is chosen in this study to improve time delay through finding the best path of wire placement with buffer insertion from source to sink. The best path of wire placement is found in the first step by the first BPSO and then the second BPSO finds the best location of buffer insertion along the wire. A case study is taken to measure the performance of the proposed model and the result obtained compared to the previous PSO approach for VLSI routing.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121021671","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}
引用次数: 12
Merging Scheme-based Classification of Medical X-ray Images 基于合并方案的医学x射线图像分类
2011 Third International Conference on Computational Intelligence, Modelling & Simulation Pub Date : 2011-09-20 DOI: 10.1109/CIMSIM.2011.52
M. Zare, M. Awedh, A. Mueen, Woo Chaw Seng
{"title":"Merging Scheme-based Classification of Medical X-ray Images","authors":"M. Zare, M. Awedh, A. Mueen, Woo Chaw Seng","doi":"10.1109/CIMSIM.2011.52","DOIUrl":"https://doi.org/10.1109/CIMSIM.2011.52","url":null,"abstract":"Due to rapid growth of computerized medical imagery, the research area of medical image classification has been very active for the past decade. This paper presents an approach to achieve high recognition rate from classification of medical x-ray images. The methodology is based on local binary pattern as a feature extraction technique and support vector machine (SVM) as a classifier. This classification model was built based on merging scheme where overlapped classes were combined with each other and SVM classifier was re-trained to construct the model. The overlapped classes used in merging scheme are detected based on their accuracy, miss-classification ratio and similarity in their body anatomy. The proposed algorithm was evaluated on a database consisting of 36 classes of medical X-ray images which are suffering from high inter-class similarity and intra-class variability. The accuracy rate obtained for this model is 91%.","PeriodicalId":125671,"journal":{"name":"2011 Third International Conference on Computational Intelligence, Modelling & Simulation","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121208398","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}
引用次数: 5
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