Day 1 Tue, April 23, 2019最新文献

{"title":"Data Quality Management from Laboratory Aspects","authors":"H. Yonebayashi, Y. Miyagawa, R. Matsui, Toshiyuki Sunaba","doi":"10.2118/195382-MS","DOIUrl":"https://doi.org/10.2118/195382-MS","url":null,"abstract":"\u0000 As a part of data quality management in our laboratory, experimental apparatus designs and work places were modified and improved to protect expensive experimental apparatus from natural disasters such as earthquake, lightning damage and voltage surge due to a local heavy rain. Those are commonly caused in our laboratory location: Tokyo, Japan. The disaster resistant designs can keep data quality and avoid repairing costs. E&P experiments are costly carried out using valuable samples such as reservoir fluids and cores. Furthermore, an experiment consists of many stages and its total workload including a preparatory work is huge. Therefore, experimental data should be surely obtained with keeping sufficient high quality and avoiding accidental damage of expensive apparatus due to local disasters. A lesson learned from our long-term successful case are useful for laboratory apparatus design and operation.\u0000 In an earthquake-resistant design, large or heavy apparatus were placed with many types of fixing components such as rigid frame connected with fixed wall, outrigger and wheel stopper. To date, no experimental apparatus damage and data deterioration during measurements were reported more than 20 years in our laboratory.\u0000 Accidental voltage surge often causes near our laboratory area when sudden downpours and/or lightning hit. In our laboratory-locating area, it is most frequently prone to occur such disasters in Japan; for example, +1000 lightening and +200 sudden downpours annually. The former is concentrated to August and the latter disaster occurs in summer (July to September). Based on past performance and mid-term forecasts of those disaster, experimental schedule is often adjusted so that a crucial experimental stage will be carried out except such frequent disaster duration. Particularly, an operational counter measure is important for apparatus that have risks to fail when accidental voltage surge occurs. To avoid it, more careful attention should be paid to experimental schedule by taking long-term weather information into account. Consequently, our prevenient measures successfully achieved no crucial damage of experimental apparatus and schedule delaying due to lightning surges except one minor accident during recent decade.\u0000 Furthermore, a highly-sensitive measurement such as electron probe micro analyzer (EPMA) requires careful damping control for traffic vibration to maintain accuracy. In a damping design, the EPMA is placed in independent location from the construction floor on the building's foundation. This provides sufficient data quality since the installation.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121072529","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}

{"title":"Wellness Hub Transformation: From Transactional to Holistic Care","authors":"Kitchie Canon-Sacuan, R. Rivera","doi":"10.2118/195404-MS","DOIUrl":"https://doi.org/10.2118/195404-MS","url":null,"abstract":"\u0000 A healthy and empowered workforce is the backbone of every thriving organization. Shell companies in the Philippines considers its people as its main asset – its over 4,000 employees who enable the company to continuously operate critical economic assets and deliver products and services that fuel the activities of its customers and the nation.\u0000 Thus, Shell makes it a priority to foster a workplace that is nurturing and where employees can perform to their full potential. Guided by the results of the Shell People Survey, an annual survey that determines the pulse of the Shell employees, as well as feedback from face-to-face business engagements and ad hoc medical consultations, Shell Health develops strategic interventions to promote employee welfare.\u0000 One of the initiatives borne out of this need was the transformation of its clinics to Wellness Hubs – centers of care that offer a personalized and holistic approach to employee wellness, deviating from the traditional and transactional style of rendering health services. This transformation stems from the recognition of Shell employees’ preference for customized approaches.\u0000 To date, this effort has translated to improved personal engagements and follow-through, recording 74% uptake of Wellness Talk during medical interpretation visits versus 21% previous. Further, 68% of Shell Philippines employees have committed to health targets, versus 5% previous, and among those with committed targets, 19% successfully achieved their health targets within 3-6 months. There is now 100% reach to employees based in remote locations, versus 50% previous reach, and 93% of them have committed to health target versus previous 10% health target commitment.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124374977","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}

{"title":"Managing Communicable Disease in a Mega Construction Project","authors":"Muhammad Nasir Suliaman, Mahzan Haron","doi":"10.2118/195428-MS","DOIUrl":"https://doi.org/10.2118/195428-MS","url":null,"abstract":"Communicable diseases have always a public health concern, globally as well as locally. While we have made tremendous steps in diseases surveillance and sharing of information, there are still areas or situations where such knowledge and practices are faced with uncertainty. This uncertainty came to us in a form a multibillion dollar Project where 65000 workers (mainly foreigners) work, stay and play on a 6,000+ acres of land. Since there has never been a project of such a scale in the country where it is constructed in a district famously known for its oil palm plantations and beach scenery rather than multistory steel structure and hydrocarbon vapors, the basic infrastructure of the health facilities and services were assessed, and reassessed, planned and executed to ensure the balanced development did not jeopardize the health of the locals, as well as the workers. It was with these assessments, judgement calls as well as networking that the health plan for the Project and the system was put in place to tackle the biggest, and most important health concerns – that is the communicable diseases. Issues can be unexpected, like the cases of Malaria among the foreign workers who are supposedly screened before coming; to administrative when it comes to managing medical service providers who are not directly under the Project owners. All in all, managing the communicable diseases in such project requires a lot of collaboration, clear communication, robust procedure and good strong team to withstand the expected as well as the unexpected.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115591286","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}

{"title":"Web-Based Application Development for Environmental Performance Reporting","authors":"Wichean Kaewkong, Surasak Chonchirdsin","doi":"10.2118/195389-MS","DOIUrl":"https://doi.org/10.2118/195389-MS","url":null,"abstract":"\u0000 According to the requirements of key external stakeholders which consists of mother company, government agency, Stock Exchange of Thailand (SET) 56-1, Dow Jones Sustainability Indices (DJSI), Carbon Discloser Project (CDP), International Oil and Gas Producer (IOGP) and partners as well as internal PTTEP requirements such as SSHE policy, sustainability report, environmentally operational and monitoring controls consequently all related environmental data shall be collected, calculated, analyzed and reported. Corporate Safety Security Health and Environment (SSHE) initially developed and implemented the Environmental Performance Reporting System (EPRS) for all operating assets and official issued the Environmental Performance Reporting (EPR) Procedure in the later time\u0000 At the beginning the environmental data were manually consolidated, calculated, summarized and reported through excel spreadsheet format and input into mother company SSHE Performance Database by each assigned asset representative. Pain points from users which were 1) Working with number of excel spreadsheets; 2) Wasting time with duplicate data input, email notification and comfirmation process; 3) Using of invalid factors or coefficient; 4) Lacking of data security control; 5) Unspecified of role and responsibility for report preparation, review and approval; and 6) Limiting of storage space of individual computer were often raised and discussed.\u0000 To solve all pain points above, the development of EPRS was brought into the consideration. The goal was to establish an effective and efficient reporting system that is user-friendly, easily accessible, permanent database storage, calculate the output and provides summarized data. Initially, the purchasing of additional functions in Enterprise Resource Planning (ERP) Software was contacted to propose the quotation. The quotation with huge cost was proposed for developing the EPRS. Due to oil price crisis PTTEP promoted an encouraged the save to be safe program. Consequently In-house development of Web-based EPRS application has been initiated and innovated in order to solve and close out all pain points raised by relevant parties.\u0000 The development of application with supporting by company group digital team has been completed and Go-Live in September 2018. The functions provided in application cover the generation of asset environmental performance report, analysis report as well as system synchronization. Furthermore the application helps reducing man-hour of projects and corporate personnel that equivalent to save budget of 46,200 USD per year.\u0000 Finally this paper indicates how technology with innovation can be used to reduce double works and improve the quality of reporting in terms of completeness, consistency, accuracy as well as monitor the environmental performance. This system serves as the foundation for efficient and consistent reporting processes, which are essential for encouraging a culture of commitment to sustainable de","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115638335","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}

{"title":"Leveraging Technology to Manage Health, Safety and Human RIghts Risks: A Differentiated Approach in Managing Fatigue","authors":"N. M. Yaakob, Lizuryaty Azrina Abdullah","doi":"10.2118/195412-MS","DOIUrl":"https://doi.org/10.2118/195412-MS","url":null,"abstract":"\u0000 Oil and gas employees working in tough working environments such as plants, turnarounds and offshore platforms have among the most gruelling work schedule in the industry. Despite having guidelines that prohibit long working hours, there are still cases of excessive working hours without rest days that may result in exhausted employees prone to mistakes and accidents.\u0000 Analysis on accident investigations in the oil and gas industry revealed that fatigue is among the contributors towards significant number of incidents leading to fatality and loss time injury. PETRONAS has put in place a number of key controls such as PETRONAS Technical Standards on Management of Fatigue at Work Place, site procedures at plants, health promotion programmes and audit activities to ensure compliance to ensure fatigue risks are managed accordingly at the workplace.\u0000 To further strengthen its compliance to related laws and standards, PETRONAS has developed a compliance-based digital system called PETRONAS Fatigue Management System (FMS) which tracks Hours of Service Limit (HSL) of working hours, days and rest period according to high risk work groups as required by company standards which imposes the intervention to block an employee who has breached the standard from entering their work place. The aim of FMS is to enhance effectiveness of fatigue management and compliances through proactive intervention, process standardisation, simplification and automation.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133837520","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}

{"title":"Subsurface Sludge Sequestration in Cyclic Steam Stimulated Heavy Oil Reservoir in Liaohe Oilfield","authors":"L. Zhong, Jianbin Liu, Xiaonan Yuan, Cheng Wang, L. Teng, Shoujun Zhang, F. Wu, Wenmin Shen, Cheng Jiang","doi":"10.2118/195415-MS","DOIUrl":"https://doi.org/10.2118/195415-MS","url":null,"abstract":"There are a lot of sludge generated in oil production and storage processes, usually complicated chemical processes are involved to treat the sludge effectively, and high cost and environmental pollution are always extremely heavy burden for Liaohe Oilfield. Therefore, the feasibility and performance of sludge injection into steam stimulated wells, and sludge sequestration and associated heavy oil recovery improvement are investigated based on results of lab research and field operation. At first, the composition and rheology of the sludge samples from Liaohe Oilfield are measured and analyzed in detail. Secondly, the injection, sequestration and block performance are investigated by sand pack experiments, particularly the aggregation and blocked sand are analysed by scanning electron microscope, and improvement of heavy oil recovery by sludge injection. Thirdly, the principles of sludge sequestration and associated heavy oil recovery improvement are discussed. At last, field application of sludge in Liaohe Oilfield is presented. As we know, the sludge are produced from the reservoir, it is comprised of mud, fine sand, some oil phase components and water. Aggregation of the sludge components except water is potential to block porous media such as produced formation, at the same time, the sludge are buried in its origin, the reservoir. The sludge is injected to produced reservoir through enlarged pore at high injection pressure, and aggregated mud, fine sand and oil from sludge could consolidate formation sand and block pores effectively after injection process (permeability decease of sludge blocked sand tube is more than 90%). As a result, the sludge is stored in steamed formation, and separated water could be filtered and produced. At the same time, steam conformance could be improved by stored sludge, accordingly heavy oil production is increased. Average oil production increase of 45 wells in Liaohe Oilfield is more than 20%. Substantial sludge are treated by such subsurface sludge sequestration in steamed heavy oil reservoir, and sludge sequestration in other reservoirs are evaluating as well.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123505872","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}

{"title":"Development of Psychological Readiness for Oil and Gas Work in the Arctic Conditions","authors":"Y. Korneeva, N. Simonova, A. Yurjeva","doi":"10.2118/195391-MS","DOIUrl":"https://doi.org/10.2118/195391-MS","url":null,"abstract":"\u0000 The study was carried out with the financial support of the grant of the President of the Russian Federation for state support of young Russian scientists - candidates of science (MK- 6409.2018.6). The extraction of oil, gas and other natural resources is carried out in the extreme natural and climatic conditions of the Far North and the Arctic, which causes additional difficulties in their development and ensuring the safety of the production process. People adapt differently to such conditions in different ways, which makes it necessary to take this into account when building a personnel management and labor protection system. The research aim is the development and approbation of technologies for the development of psychological readiness for shift work in the Arctic conditions for students of the Higher School of Energy, Oil and Gas to improve their adaptability, efficiency, safety and satisfaction with their work.\u0000 As methods, there were psychological training and active forms of training, as well as questionnaires, interviews and psychological testing of students. The result of this work is the developed and approved program of trainings of students of the Higher School of Energy, Oil and Gas to improve their psychological competencies. Our presentation will show the experience of training both young specialists working on the oil and gas fields, as well as students of the senior courses for a number of psychological competencies. These include: the ability to solve complex and non-standard situations during the shift period (not only professional, but also household), the development of stress resistance, increased communication skills, a change in attitude towards one's activities, increased responsibility for safety at production facilities, etc. All technologies are presented in the form of trainings and practical exercises. The presentation will also present a project for the implementation of an out- of-school scientific and practical school for students \"Work on the Shift: Success and Health\".","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122231933","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}

{"title":"Preventing Crude Oil Leakage into the Upper Aquifer from Happening in Steam Huff-Puff Production Wells","authors":"Lei Wang, Wenyong Sun, Shengli Chu, Xueqi Cen, G. Luan, N. Li, H. Su, L. Wen, Hu Liu, Guoqiang Tian, Yihe Chen","doi":"10.2118/195423-MS","DOIUrl":"https://doi.org/10.2118/195423-MS","url":null,"abstract":"\u0000 Oil leakage into the upper aquifer is generally considered to be an environmentally-unfriendly issue and shorten production life. Despite not necessarily receiving the most coverage, oil leakage do happen in steam huff-puff production wells and may actually occur more frequently than we perceive. Presently, the oil leakage through annular space around a cemented casing into upper water layer during huff stage has become a problem to be urgently solved in thermal recovery production. The solutions to this difficulty are usage of thermal-stability cement slurry system with high-adsorbability additives and thickened low-permeability surface cement sheath. The well section from 100 metres below the upper aquifer is cemented by thickened cement sheath, and the rest well section from the bottom of oil layer to the wellhead is cemented by a novel high-adsorbability cement slurry system. The objective of usage of high-adsorbability cement slurry system is to absorb spilled oil, and the objective of the thickened low-permeability surface cement sheath is to achieve a stable physical plugging. SEM photographs indicate that the microstructure of thermal-stability cement paste after high-temperature steam is more compact. The performance of hardened cement paste before and after steam vapor curing shows that the compression strength, tensile strength and shear stress had little change. It avoids annular cement paste as a channel for the leakage of crude oil. The scaled 3D oil adsorption physical simulation was employed to examine the effectiveness of cement paste with high-adsorbability additives. It can reduce the migration of oil, and the pollution is limited in the annular space. The results show that permeability of cement paste is about 0.03×10-3 μm3. The thickened low-permeability surface cement paste ensures that spilled oil cannot enter the upper aquifer. These results had been validated on site test. The CBL/VDL test report revealed that acoustic amplitude value of the well is less than 10%. The retest results of CBL/VDL after thermal recovery production for a long time reveal that acoustic amplitude value almost remain unchanged and almost no oil exists in annular space. No spilled oil has been observed in observation wells located in the upper aquifer.\u0000 Through usage of physical adsorption and plugging, the volume of oil leakage into annular space is obviously reduced, almost all the spilled oil is absorbed by cement paste, and no spilled oil has been observed in the upper aquifer. This method completely solved the problem of crude oil polluting the upper water layer and extended the production life.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115256427","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}

{"title":"Fight to be Fit Wellness Program as a Tool for Improving Employee Health Parameter","authors":"I. Joko, Sugih Surjadi Wanasida","doi":"10.2118/195400-MS","DOIUrl":"https://doi.org/10.2118/195400-MS","url":null,"abstract":"\u0000 \u0000 \u0000 A wellness program is a program to encourage and help our employees implement active and healthy lifestyle to achieve some targeted health parameters. Based on our company data, most of non-work-related fatalities (87%) are caused by cardiac event. Fight to be Fit wellness program will play major role to prevent more cardiac event in the workplace and make healthier and more productive workforce.\u0000 \u0000 \u0000 \u0000 The program is set for 6 months from May 1st up to Oct 31st, 2017 and is designed on voluntary basis. The participant forms a group consist of 4 people. The committee provide the participant regular educational class such as coaching class/health session/seminar done by expert and group/one on one counselling session related with wellness, sports, cardiovascular diseases, and cancer to increase participant’s health awareness. The committee also support many physical activities such as group and self-physical activities, sport event collaboration with company sports club, and sports Olympic program to facilitate participant’s exercise. Baseline body weight and waist circumference is taken at beginning of the program and regularly monitored on monthly basis. Participant is required to record the physical activities into an online logbook to get the score. The total score is calculated from attending educational classes, doing physical activities, current BMI, current waist circumference, and ability to stop smoking.\u0000 \u0000 \u0000 \u0000 One thousand six hundred and seventy-six participants or 35% of total employee join the program. 116 direct coaching classes/health talks and 273 instructor led exercises are conducted during the program. At the end of the program, participant can achieve 1,845 kg total body weight reduction and 3,483 cm waist circumferences reduction in total. In addition, there are 35 employees who manage to stop smoking at the end of the program.\u0000 \u0000 \u0000 \u0000 Fight to be Fit wellness program can help participant to be healthier and more productive. It is important to drive participant behavior change to maintain and do healthy lifestyle continuously.\u0000","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121810577","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}

{"title":"Leveraging Big Data for Social Responsibility","authors":"Cynthia Ann Peterson","doi":"10.2118/195424-MS","DOIUrl":"https://doi.org/10.2118/195424-MS","url":null,"abstract":"\u0000 Big data has the potential to revolutionize the way social risks are managed by providing enhanced insight to enable more informed actions to be taken. The objective of this paper is to share the approach taken by PETRONAS to leverage big data to enhance its social performance practice, specifically in social risk assessments and grievance mechanism.\u0000 The paper will deliberate on the benefits, challenges and opportunities to improve the management of social risk through analytics, and how PETRONAS has taken those factors into consideration in the enhancement of its social risk assessment and grievance mechanism tools. Key considerations such as disaggregation of data, the appropriate leading and lagging indicators and having a human rights lens to data will also be discussed.\u0000 Leveraging on big data is still in its early stages in the social risk space, similar with other areas in the oil and gas industry according to research by Wood Mackenzie. Even so, there are several concerns which include; the aggregation of data may result in risks to minority or vulnerable groups not getting surfaced; privacy breaches which violate human rights and potential discrimination due to prescriptive analysis, such as on a community's propensity to pose certain social risks to projects or operations. Certainly, there are many challenges ahead which need to be considered, including how best to take a human rights approach to using big data.\u0000 Nevertheless, harnessing the power of big data will help social risk practitioners turn a high volume of disparate pieces of raw data from grievance mechanisms and social risk assessments into information that can be used to avoid or mitigate risks now and in the future through predictive technology. Consumer and other industries are benefiting from this leverage now, and social performance practitioners in the oil and gas industry can emulate these proven models.","PeriodicalId":303215,"journal":{"name":"Day 1 Tue, April 23, 2019","volume":"194 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132815653","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}