ESP Field Operational Score – A Unified Approach to ESP Performance Benchmarking

2021 ◽  
Author(s):  
Abdulla M. Al-Jazzaf ◽  
Abdulaziz A. Abdal ◽  
Abdulaziz Shehab ◽  
Nora H. Al-Maqsseed ◽  
Alexander Gorlov

Abstract Electrical Submersible Pumps (ESPs) contribute over 60% of the Kuwait's oil production from 2,500 ESPs. Past efforts in benchmarking ESP performance were based on single metric reporting such as run life, reliability, failure rates and downtime reported separately resulting in often contradictory results. The Field Operational Score (FOS) was developed as a more holistic and integrated approach in measuring ESP performance answering questions such as how often do downtime event occur and how long do they last? How fast can we identify a trip and restart production? How many days will an ESP operate before failing and how likely will it prematurely fail? The FOS enables a unified and well-rounded approach to measuring ESP operational performance which includes factors often overlooked in ESP benchmarking. The FOS metrics include production downtime (ESP and Non-ESP related), trips, response time, premature failure rate, run life, data quality and entry time. Each of these metrics has been assigned a unique weightage and when combined result in a performance score reflecting the operational performance of individual ESPs. The FOS for each ESP is based on the previous fiscal year performance against the accumulative current fiscal year performance with an expected improvement of 5%. Once calculated, the score highlights areas of improvement and deterioration in ESP operations. When grouping multiple ESPs, the FOS is the summation of the individual ESP's KPIs resulting in the combined score of a cluster of ESPs. The FOS clusters are embedded into the field operational staff hierarchy ensuring that a fair and balanced benchmark is applied to all related staff such as Team leaders (500 – 1000 ESPs), senior engineers (150-250 ESPs), and field engineers (50 – 100 ESPs). By linking field staff KPIs directly to their ESP cluster performance, more proactive and effective efforts were exerted by the field staff towards ensuring optimum ESP operations. The FOS enabled management staff to become more involved in individual well performance as opposed to previous dependency on individual engineer efforts. As a result of the routine FOS, multiple operational enhancements were adapted such as increasing the SCADA connectivity for ESPs, more effective troubleshooting procedures, proactive ESP monitoring, and targeted ESP intervention. Although targeted at 5%, the improvement in the last fiscal year was upwards of 15% with each metric outperforming its' previous fiscal year's performance. By assigning each ESP its own KPI, targeted intervention is enabled allowing the field staff to quickly identify weak performing ESPs and improve its performance. The application of detailed benchmarking has shown to guide both ESP field staff and management towards identifying individual weak performing ESPs per metric, unifying performance into a single operational score, and focuses on improving the overall performance of ESP operations.

2020 ◽  
Vol 12 (11) ◽  
pp. 4460 ◽  
Author(s):  
Mohammadsoroush Tafazzoli ◽  
Ehsan Mousavi ◽  
Sharareh Kermanshachi

Although the two concepts of lean and sustainable construction have been developed due to different incentives, and they do not pursue the same exact goals, there exists considerable commonality between them. This paper discusses the potentials for integrating the two approaches and their practices and how the resulting synergy from combining the two methods can potentially lead to higher levels of fulfilling the individual goals of each of them. Some limitations and challenges to implementing the integrated approach are also discussed. Based on a comprehensive review of existing papers related to sustainable and lean construction topics, the commonality between the two approaches is discussed and grouped in five categories of (1) cost savings, (2) waste minimization, (3) Jobsite safety improvement, (4) reduced energy consumption, and (5) customers’ satisfaction improvement. The challenges of this integration are similarly identified and discussed in the four main categories of (1) additional initial costs to the project, (2) difficulty of providing specialized expertise, (3) contractors’ unwillingness to adopt the additional requirements, and (4) challenges to establish a high level of teamwork. Industry professionals were then interviewed to rank the elements in each of the two categories of opportunities and challenges. The results of the study highlight how future research can pursue the development of a new Green-Lean approach by investing in the communalities and meeting the challenges of this integration.


2020 ◽  
Vol 13 (2) ◽  
pp. 407-442
Author(s):  
Nadia Naim

AbstractThe purpose of this article is to assess how Islamic finance can act as a vehicle to enhance the current intellectual property rights regime in the Gulf Cooperation Council (GCC). Islamic finance has developed within the constraints of sharia law and has been a growth sector for the GCC. This article will identify the main principles of Islamic finance that contribute to the success of Islamic finance, which can enhance intellectual property protection in the GCC. The main sharia-compliant areas to be considered are musharaka, mudaraba, murabaha, takaful, istisna, ijara, salam and sukuk. The article will outline the founding principles of Islamic finance, the governance of sharia boards, development of Islamic finance in the individual GCC states, different frameworks of sharia-compliant investment products and the impact of intellectual property rights on the varying Islamic finance investment tools. Furthermore, the article will discuss an integrated approach to intellectual property rights which learns lessons from the Islamic finance sector in relation to infrastructure, regulation and sharia compliance. The lessons learnt from Islamic finance will inform the overall framework of recommendations for an Islamic intellectual property model. The use of Islamic finance as a vehicle to promote better intellectual property rights in terms of defining a new intellectual property approach is novel. It is aimed at spearheading further research in this area, and it will form a part of the overall integrated approach proposals to intellectual property protection in the GCC and beyond.


2012 ◽  
Vol 8 (1) ◽  
pp. 89-115 ◽  
Author(s):  
V. K. C. Venema ◽  
O. Mestre ◽  
E. Aguilar ◽  
I. Auer ◽  
J. A. Guijarro ◽  
...  

Abstract. The COST (European Cooperation in Science and Technology) Action ES0601: advances in homogenization methods of climate series: an integrated approach (HOME) has executed a blind intercomparison and validation study for monthly homogenization algorithms. Time series of monthly temperature and precipitation were evaluated because of their importance for climate studies and because they represent two important types of statistics (additive and multiplicative). The algorithms were validated against a realistic benchmark dataset. The benchmark contains real inhomogeneous data as well as simulated data with inserted inhomogeneities. Random independent break-type inhomogeneities with normally distributed breakpoint sizes were added to the simulated datasets. To approximate real world conditions, breaks were introduced that occur simultaneously in multiple station series within a simulated network of station data. The simulated time series also contained outliers, missing data periods and local station trends. Further, a stochastic nonlinear global (network-wide) trend was added. Participants provided 25 separate homogenized contributions as part of the blind study. After the deadline at which details of the imposed inhomogeneities were revealed, 22 additional solutions were submitted. These homogenized datasets were assessed by a number of performance metrics including (i) the centered root mean square error relative to the true homogeneous value at various averaging scales, (ii) the error in linear trend estimates and (iii) traditional contingency skill scores. The metrics were computed both using the individual station series as well as the network average regional series. The performance of the contributions depends significantly on the error metric considered. Contingency scores by themselves are not very informative. Although relative homogenization algorithms typically improve the homogeneity of temperature data, only the best ones improve precipitation data. Training the users on homogenization software was found to be very important. Moreover, state-of-the-art relative homogenization algorithms developed to work with an inhomogeneous reference are shown to perform best. The study showed that automatic algorithms can perform as well as manual ones.


2021 ◽  
Author(s):  
Malte Oeljeklaus

This thesis investigates methods for traffic scene perception with monocular cameras for a basic environment model in the context of automated vehicles. The developed approach is designed with special attention to the computational limitations present in practical systems. For this purpose, three different scene representations are investigated. These consist of the prevalent road topology as the global scene context, the drivable road area and the detection and spatial reconstruction of other road users. An approach is developed that allows for the simultaneous perception of all environment representations based on a multi-task convolutional neural network. The obtained results demonstrate the efficiency of the multi-task approach. In particular, the effects of shareable image features for the perception of the individual scene representations were found to improve the computational performance. Contents Nomenclature VII 1 Introduction 1 1.1 Motivation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.2 Outline and contributions . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 2 Related Work and Fundamental Background 8 2.1 Advances in CNN...


2018 ◽  
Vol 10 (11) ◽  
pp. 4112 ◽  
Author(s):  
Alessandra Durazzo ◽  
Johannes Kiefer ◽  
Massimo Lucarini ◽  
Emanuela Camilli ◽  
Stefania Marconi ◽  
...  

Italian cuisine and its traditional recipes experience an ever-increasing popularity around the world. The “Integrated Approach” is the key to modern food research and the innovative challenge for analyzing and modeling agro-food systems in their totality. The present study aims at applying and evaluating Fourier Transformed Infrared (FTIR) spectroscopy for the analysis of complex food matrices and food preparations. Nine traditional Italian recipes, including First courses, One-dish meals, Side courses, and Desserts, were selected and experimentally prepared. Prior to their analysis via FTIR spectroscopy, the samples were homogenized and lyophilized. The IR spectroscopic characterization and the assignment of the main bands was carried out. Numerous peaks, which correspond to functional groups and modes of vibration of the individual components, were highlighted. The spectra are affected by both the preparation procedures, the cooking methods, and the cooking time. The qualitative analysis of the major functional groups can serve as a basis for a discrimination of the products and the investigation of fraud. For this purpose, the FTIR spectra were evaluated using Principal Component Analysis (PCA). Our results show how the utilization of vibrational spectroscopy combined with a well-established chemometric data analysis method represents a potentially powerful tool in research linked to the food sector and beyond. This study is a first step towards the development of new indicators of food quality.


2019 ◽  
Vol 11 (1) ◽  
pp. 81-97 ◽  
Author(s):  
Syed Awais Ahmad Tipu

Purpose This paper aims to review the academic literature on business plan competitions in developed and emerging economies to assess the contribution to the knowledge so far and identify research gaps. Design/methodology/approach A variety of databases (such as ABI/Inform Global, Academic Search Complete, Business Source Premier and Emerald Full Text) were used to find peer-reviewed journal articles. Regardless of time, different search terms were used to find relevant journal articles such as business plan competitions, business plan contests, business plan teams, business plan judges, business plan development and business plan scores. After a careful review of the identified articles, a total of 22 articles were included in the final review. The articles in the final set were manually coded using the thematic codes. Findings Despite the popularity of business plan competitions, limited academic literature exists, particularly in the context of emerging economies. A total of 16 out of 22 studies are conducted in developed economies. The findings suggest that the literature on business plan competitions is largely centered on the structure of business plan competitions, the characteristics of the participating teams and the benefits of business plan competitions. The individual level benefits of business plan competitions include the development of entrepreneurial skills, opportunity for networking and access to mentors. Business plan competitions can be better aligned with public policy, particularly in case of emerging economies. Therefore, a more focused and integrated approach among industry, academia and government in encouraging business plan competitions could potentially make a far-reaching impact in establishing an enterprising society. While much is known about the structure and the benefits of business plan competitions, there are various research gaps which need to be addressed. Originality/value The current paper is the first identifiable review of the literature on business plan competitions. The proposed questions for future research will potentially help in addressing the identified research gaps.


2020 ◽  
Vol 30 (2) ◽  
pp. 3-10
Author(s):  
T. Subedi ◽  
M. Ghimire

In recent years, import of timber and other wood products from different parts of the world have been increasing in Nepal. The Government of Nepal aims to be a self-sustain in timber production. In this context, the objective of this study was to estimate efficiency of harvesting practices in Nepal in relation to stump-height. We collected the data on the stump-heights and other biometric characteristics of the trees from different felling sites of Kailali, Kanchanpur, Jhapa and Morang districts of Nepal. The volumes of the individual trees as well as the proportions of the volumes of their stumps with different heights were calculated. Correlation and ANOVA were used to find the significance of the associated factors. The average stump-heights using the conventional felling method and the chain saw method were found to be 0.74±0.17m and 0.46±0.21m, respectively with wider range. The correlation between the stump-height and diameter at breast height (dbh) was found significant. Similarly, the harvesting method, skill and experience of the tree-fellers and tree species were also found to be significant with the stump-heights. On an average, 5% of the total timber production equivalent to one million cubic feet (cft) is lost in the Fiscal Year 2074/075 in Nepal while adopting the conventional method of harvesting because of the higher stump-height than the one prescribed by the Government. The estimated loss was NRs. 2 billion (roughly equivalent to US $ 20 million, @NRS 100 = 1 USD) to the national economy, and the Government had to bear loss of about NRs. 500 million (roughly equivalent to 5 million USD) from the royalty of timber. This amount of loss could be reduced to half by using power chain saw. Lack of skilled laborers, poor implementation of law, and weak knowledge of officials were major causes for losses in harvesting practices. Moreover, about 2% wood volume loss can be avoided, without any further investment, by setting minimum standard stump-height at 15 cm and providing training to the field staff and tree harvesters.


2019 ◽  
Vol 8 (2S11) ◽  
pp. 3966-3969

Knowledge management is considered as the integrated approach which involves in identifying, managing and sharing the critical know-how, enable in enhancing the experiences of the individual and increasing the intellectual capital of the human resources in the education sector. Knowledge management is considered as the critical fields which enable in guiding the educational institutions and the students in generating new knowledge, storing them and apply when required. Hence, to apprehend the effect of knowledge management, a clear picture of the approach and framework needs to be determined. Knowledge management possess greater impact on the effectiveness in the classroom delivery, the knowledge generation is considered as the critical factor in the KM model which was stated earlier. Hence, educational institutions tend to focus on the three specified critical areas: Knowledge generation; Knowledge storage and Knowledge application. These aspects will enable the trainers to enhance the effectiveness of classroom delivery in educational institutions


1952 ◽  
Vol 11 (1) ◽  
pp. 32-36 ◽  
Author(s):  
Donald Jewell

Increased psychological and ethnological rapprochement has resulted in a greater understanding of American subgroups and the processes of acculturation. Examples of this integrated approach are to be seen in Barnouw's study of Chippewa Indian acculturation and, on the individual level, Devereux's psychotherapy of an alcoholic Sioux.


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