A new approach of integrating industry prior knowledge for HAZOP interaction

Accidents often occur in the petrochemical industry, which have a negative impact on society and the environment. Learning Process Safety Knowledge (PSK) from accident cases is essential to prevent accidents and improve safety level. Hazard and Operability Analysis (HAZOP) is a popular hazard risk analysis method. Its report contains large-scale PSK, which can provide safety analysis and decision support for the industry. Subject to the characteristics of PSK, existing researches mine them in the form of sequence labeling. However, there are two intractable problems that cause the PSK mined by the model to be inaccurate. (1) PSK in HAZOP is domain specific, which is rare or even absent in general-domain texts. (2) The entity boundaries are ambiguous. Most domain-specific entities for HAZOP lack boundary characters. Inaccurate security knowledge is not acceptable from the perspective of process safety engineering. To solve the problems, we present a PSK mining architecture with External Lexicon Prior knowledge called EDPMA, EDPMA is prior knowledge-based multi-task HAZOP knowledge mining model. Specifically, EDPMA consists of prior knowledge constructor and sequence labeling model. The prior knowledge constructor expresses prior knowledge in the form of word embedding by three steps. For the sequence annotation model, we improve its embedding and decoding layers. The former incorporated the word vectors generated by the prior knowledge constructor, and the latter added the task of entity boundary prediction. We conduct multiple evaluation experiments on HAZOP datasets. The experimental results show that the accuracy, recall and F1-score of the EDPMA model are 92.92%, 91.85% and 92.38% respectively, which is better than the existing research. Our study represents a meaningful attempt to introduce prior knowledge in HAZOP knowledge mining and makes an important contribution to intelligence the field of process safety.     

地铁施工工人不安全行为知识可视化研究

为改善地铁施工行为的安全培训效果,利用现场照片,研究工人不安全行为知识可视化机制。通过整理安全标准等显性安全知识,对施工工人的不安全行为进行分类,并利用工作危害性分析(JHA)和语句相似度计算相结合的方法,显化现场照片中包含的施工工人隐性不安全行为知识。设计施工工人不安全行为可视化系统,采集和存储显化的行为风险照片。将此系统应用于以起重吊装类不安全行为"起重吊装过程中,施工工人进入危险区域"的显化研究。算例结果表明:通过相似度计算对比,包含JHA确定的影响因素的照片描述,能有效匹配所反映的施工工人不安全行为。     

Realization of participation and spatiality in participatory forest management – a policy–practice analysis from Zanzibar,Tanzania

The efforts in sustainable natural resource management have given rise to decentralization of forest governance in the developing world with hopes for better solutions and effective implementation. In this paper, we examine how spatially sensitive participation is realized from policy to practice in the process of establishing participatory forest management in Zanzibar, Tanzania. Our policy–practice analysis shows that the policies in Zanzibar strongly support decentralization and local level participation has in practice been realized. However, the policy does not emphasize participatory process design nor address the possibilities of using spatial information and technologies to ensure wider participation. Thus, the practices fall short in innovativeness of using site-sensitive information with available technologies. Reflecting the Zanzibari Community Forest Management Agreements (CoFMA) context with examples of participatory use of spatial information and technologies in other parts of the world, we discuss ways to improve the Zanzibari CoFMA process towards increased participation, communication, local sense of ownership and more sustainable land management decisions, and argue for the future implementation of CoFMA as a spatially sensitive participatory process.     

Factors predicting proclivity and intensity to volunteer for the environment in the US and South Korea

This research compares environmental volunteering among students in South Korea and the US (n = 3612). Given differing environmental histories of these countries, we explore whether and to what extent volunteer proclivity and intensity varies, and potential factors that explain existing variation. Findings suggest that American students are more likely to volunteer for, and devote time to, environmental causes, while South Korean students differ on socio-economic correlates of such behaviour. In a global society, understanding determinants of environmental volunteer participation is critical to the management of environmental NGOs that are involved in broad-based and participatory planning, educating stakeholders and legitimising environmental advocacy.     

Operationalizing ecosystem service bundles for strategic sustainability planning: A participatory approach

The ecosystem service concept is recognized as a useful tool to support sustainability in decision-making. In this study, we collaborated with actors in the Helge å catchment, southern Sweden, in an iterative participatory ecosystem service assessment. Through workshops and interviews, we jointly decided which ecosystem services to assess and indicators to use in order to achieve a sense of ownership and a higher legitimacy of the assessment. Subsequently, we explored the landscape-level interactions between the 15 assessed services, and found that the area can be described using three distinct ecosystem service bundles. The iterative, participatory process strengthened our analysis and created a shared understanding and overview of the multifunctional landscape around Helge å among participants. Importantly, this allowed for the generated knowledge to impact local strategic sustainability planning. With this study, we illustrate how similar processes can support local decision-making for a more sustainable future.Electronic supplementary materialThe online version of this article (10.1007/s13280-020-01378-w) contains supplementary material, which is available to authorized users.     

Hunger amidst plenty: farmworker food insecurity and coping strategies in California

Farmworkers are often overlooked as producers and consumers of food; although farmworkers in California labour in some of the most productive agricultural regions in the world, they are largely food insecure. This paper investigates approaches to relieving farmworker food insecurity in one of the most productive agricultural regions in North America, California's Northern Central Coast. I explore the structural causes for farmworker food insecurity, looking at how farmworker food insecurity is linked to international trade and immigration policies, as well as the systematic exploitation of workers in California agriculture. Investigating the various ways that farmworkers cope with food insecurity, I compare two different approaches, food assistance programmes and farmworker gardens. I discuss the linkages between farmworkers' place in the food system as both producers and consumers, as they simultaneously are exploited for their labour and create their own coping mechanisms utilising their embodied agricultural knowledge.     

Caring for country through participatory art: creating a boundary object for communicating Indigenous knowledge and values

The trend towards the inclusion of diverse groups in environmental decision-making has led to the need to explore new forms of communication to engage communities in expressing their values and aspirations. Participatory art as an emergent methodology was explored with Traditional Owner groups involved in policy development through the Girringun Aboriginal Corporation in northern Queensland, Australia. The works began with a moderated focus group exploring the theme What does caring for country mean to you? Participants then worked collaboratively on one canvas over some six weeks. Individual expressions were discussed with participants during and following their creation. Themes emerging from the focus group and painting workshop included those related to culture, well-being, environment, politics, and holism, which was central to the discussions. The common thread of the work was that people need to interact with country in order to care for country.     

Adaptive Process Control in Rubber Industry

This paper describes the problems and an adaptive solution for process control in rubber industry. We show that the human and economical benefits of an adaptive solution for the approximation of process parameters are very attractive.

The modeling of the industrial problem is done by the means of artificial neural networks. For the example of the extrusion of a rubber profile in tire production our method shows good resuits even using only a few training samples.     

Using Visual Impact Metaphors to Stimulate Environmentally Friendly Behavior: The Roles of Response Efficacy and Evaluative Persuasion Knowledge

ABSTRACT

Although people often are aware of the importance of adopting environmentally friendly lifestyles, they might be reluctant to do so as they believe that their actions do not make a difference (i.e. low response efficacy). Furthermore, they might experience reactance (e.g. negative attitudes) towards environmental messages that encourage them to adopt an environmentally friendly lifestyle. Therefore we experimentally tested whether it is possible to stimulate people to adopt an environmentally friendly lifestyle (i.e. recycle more clothing) by using visual impact metaphors that convey the message that old clothes deserve a new life. The findings show that a message in the form of a visual impact metaphor (vs. no visual impact metaphor) results in more positive attitudes towards recycling and stronger recycling intentions. This effect was mediated by two different underlying mechanisms: Response efficacy and more positive attitudes towards the persuasive attempt (i.e. positive evaluative persuasion knowledge).     

外语教学中应注重中西文化差异

外语教学旨在提高学生的语言交际能力,而用之于交际的语言又是某种文化的反映.文化干扰是教学的难题之一.因而,大学英语教学中要注重培养学生的跨文化交际能力,认识中西文化差异,注重对文化知识的导入.