Search or add a thesis

Advanced Search (Beta)
Home > A Dynamic Data Driven Real Time Decision Support System for Optimal Resources Assessment, Analysing and Assignment

A Dynamic Data Driven Real Time Decision Support System for Optimal Resources Assessment, Analysing and Assignment

Thesis Info

Access Option

External Link

Author

Naseem, Afshan

Program

PhD

Institute

University of Engineering and Technology

City

Taxila

Province

Punjab

Country

Pakistan

Thesis Completing Year

2018

Thesis Completion Status

Completed

Subject

Engineering Management

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/9870/1/Afshan_Naseem_Engineering_Management_HSR_2018_UET_Taxila_12.09.2018.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727683272

Asian Research Index Whatsapp Chanel
Asian Research Index Whatsapp Chanel

Join our Whatsapp Channel to get regular updates.

Similar


In military system, threat optimization is reflected by the vigilant ability to assign weapon through the use of critical decision making process. A significant problem that commanders face is to utilize the resources optimally in the complex and time constrained situations. With new technological advancements, complexity in ‘Decision Support System’ for TEWA (Threat Evaluation and Weapon Assignment) in Air Defence has arisen. A holistic view is required to overcome the limitation of resource deployment and TEWA which exist in literature pertaining to Air Defense related studies focusing weapons deployment, effective utilization of resources and TEWA. No specific study could be found for effective resource deployment in Air Defense. In addition, several challenges are involved in TEWA-DSS. The most significant is the application of new technologies for better in quick session of time. Enormous benefits and wide range solutions have been derived in this perspective which is repeatedly mentioned in recent literature. However, each solution inherently carries some specific as well as generalized limitations. The work presented in this dissertation has put forward a pioneer approach in which TEWA parameters are derived for threat evaluation, effective resource deployment and weapon assignment keeping in view information available at hand from relevant sources in the domain of Air Defense mechanism. Based on 3-round Delphi technique, parameters for radar/weapon deployment and TEWA were identified. Afterwards, these parameters have been used in proposing innovative models for (1) resource deployment and (2) TEWA using 3-dimensional Stable Marriage Algorithm (3-D SMA) incorporating missing parameters of resource inventory and supply information. Consequently, an approach has emerged that is capable of handling multiple threats simultaneously by assigning weapons in such a way that the protocol establishes a connection between threat parameters and weapon deployment and assignment for critical decision making process. Hence it outperforms all other techniques/approaches currently available. Another hallmark of proposed approach is prioritizing threats based on its index and respond accordingly by taking into account weapon scheduling. The weapons are assigned on the basis of its kill probability. Findings of this study showed 25% improvement in threat neutralization, 31 % reduction is ammunition use, whereas 28.5% less damages to assets when compared with other approaches. The study also included the use of Analytical Hierarchy Approach (AHP), a state of the art technique for rational decision making which exclude personal bias and refers to logical judgment. The results reported here has strong emphasis on multi-threat resolution and proposed Afshan Naseem | RTDSS x solutions to elucidate TEWA using AHP proved that desired results can be achieved in real time scenario. A three-pronged process was adopted in this context i.e. threat perception as priority step followed by mechanisms of threat evaluation and finally scheduling of weapons leading to ultimate weapon assignment. It is worth mentioning that most significant aspect of this study is inclusion of a large number of parameters to develop a model and overcome all relevant constraints to attain accuracy in neutralizing threats and simultaneously achieving other objectives of Air Defense perfection such as minimum damage to vital assets as well as reduced amount of ammunition use. In conclusion, it seems reasonable to believe that TEWA approach presented in research work offers a better efficiency and encouraging decision making environment to Air Defense commanders in crucial time.
Loading...
Loading...

Similar Books

Loading...

Similar Chapters

Loading...

Similar News

Loading...

Similar Articles

Loading...

Similar Article Headings

Loading...

1۔ کہانی پڑھی جارہی ہے

 کہانی پڑھی جارہی ہے

(سید ماجد شاہ)

 چوک میں جہا ز کی ڈمی نصب کی جا چکی تھی۔لڑکی نے چوک سے یو ٹرن لینے کے لیے ،گاڑی کی رفتار آہستہ کی ۔جب گاڑی چوک سے نیم دائرہ بنا کر مڑ رہی تھی تو فرنٹ سیٹ پر بیٹھے ، لمبے بالوں والے لڑکے نے کہا،‘‘ میں ایک منتر نما ایکویشن سے یہ جہاز اڑا سکتا ہوں۔

 لڑکی نے کنکھیوں سے دیکھا جہاز آدھا پینٹ کیا جاچکا تھا۔

 لڑکی، جس کے جسم میں جاری تمام کیمیائی عمل بحالتِ اعتدال کام کر رہے تھے ،جیسے ایک بیس بائیس سال کی مائل بہ فربا خوشحال گھرانے کی لڑکی میں کام کرتے ہیں۔

 اس نے لڑکے کی کپکپاتی مخروطی انگلیوں کو غور سے دیکھا، جن پر سگریٹ کے سرمئی داغ ، تیز گندمی رنگ پر نمایاں تھے۔پھر لڑکی نے بائیں ہاتھ سے اپنی سرخ ٹی شرٹ کا بٹن کھولتے ہوئے پورے یقین سے کہا، ‘‘ میں اس پر اڑنا چاہوں گی۔’’

 گاڑی کا اے سی بند تھا ۔ شیشے تھوڑے نیچے کیے گئے تھے تاکہ سگریٹ کا دھواں خارج ہو سکے، اس عمل سے دھواں باہر ضرور نکل رہا تھا لیکن رد ِ عمل کے طور پر باہر کی شدید گرمی گاڑی میں بھر گئی تھی۔

 جب لڑکی یہ جملہ بول رہی تھی۔‘‘ میں اس پر اڑنا چاہوں گی۔’’تو اس کے لہجے میں مذاق کا عنصر رائی برابر بھی شامل نہیں تھا، کیونکہ جب وہ مذاق کے موڈ میں ہوتی تھی تو اس کی آنکھوں میں شرارت کی لہر ابھر کر بھوؤں کو کمان بنا دیتی اور کمانیں ماتھے پر لطیف شکنیں پیدا کردیتیں۔ اس پر ہونٹوں کے ابھار میں اضافہ اور گالوں کے تھوڑا اٹھ جانے سے اس کا...

PASTEL Analysis of Micro, Small and Medium Enterprises After Covid-19 in India

Micro, Small and Medium Enterprises are major sector in Indian economy in relation with GDP (Gross Domestic Product), Export and Employment generation for the country. According to Ministry of Statistic and Programme Implementation (MOSPI), the share of MSME for Gross Value Added (GVA) in total GVA during the year 2016-17 was 31.8% which is considered as significant contribution to economy. As per Directorate General of Commercial Intelligence and Statistics (DGCIS) the portion of MSME related products in total export from India during 2018-19 was 48.10% with this it is indicated most important sector for economy but after declaration of lockdown due to Covid-19 that lead to major impact on MSME sector. In this study researcher try to identify the PESTEL Environment after Covid-19 and ATMA-NIRBHAR BHARAT Abhiyan initiated by Indian Government on 12th May 2020. The major finding of the study indicated major decision are taken by government of India and Atma-Nirbhar Bharta Abhiyan give boost to MSMEs in future and widely increases number of MSMEs. In India movement also started Vocal for Local that lead to strengthen MSMEs in future.

Impact of Internal Marketing on Facultys Service Quality With Mediating Role of Job Satisfaction: A Study of Higher Education Institutions of Pakistan

There is an increasing interest in research on internal marketing in the marketing services literature. This has arisen largely from the suggestion that internal mar keting contributes to services companies’ success through its role in developing customer satisfaction. The birth of Internal Marketing has its roots in the 1980’s, and originated with the purpose to provide continuous and consistently satisfying service quality. The term Internal Marketing has been derived from the word ’internal customers’ which was first used by Berry (1981). Internal Marketing considers employees as internal customers and continuously aims to have them motivated in their jobs to encourage improved performance and better customer satisfaction. This thesis examines the depth of understanding and applicability of Internal Marketing in the higher education sector, which is not a typical conventional service industry. It focuses on the relationship between perceptions of Internal Marketing and Organizational Commitment of employees in the higher education sector. Up until now, while considering Education as a service provider, the marketer’s focus has been limited to the external customers, who in the case are the students. This thesis explores the element of internal marketing which impacts job satis faction and service quality of faculty members, employed in public and private universities in Pakistan. Our sample consists of 398 faculty members. The results provide evidence that all of internal marketing elements (employee motivation, empowerment, & market orientation) have significant effect on job satisfaction. The aspects of empowerment and motivation were found to have significant ef fect on service quality, while market orientation and recognition did not have any significant effect. On the other hand, job satisfaction has a strong effect on ser vice quality, indicating the importance of this relationship. The results of this study will help universities to understand the concept and application of Internal Marketing in academia, and will guide university management in enhancing job satisfaction and service quality, leading to improved employee performance and student satisfaction.