[Chair of Mining Engineering and Mineral Economics-the Future]. / Bergbaukunde, quo vadis?

In order to tackle climate change and increasing competition in access to resources, the European Union has defined far-reaching transformations in the areas of energy and digitalisation as well as the conversion of the economic system towards an inclusive, circular economy in the so-called Green Deal. From a mining perspective, these transformations mean a continued growing demand for raw materials, which must be met by extracting mineral raw materials from primary deposits. However, increased quantities with "business as usual" would also increase the environmental and social impacts of mining, which is not an option, especially in Europe and Austria.Due to these facts, there is a need for research on new and improved mining methods and planning, as well as on optimised processes and machinery. This article describes how the Chair of Mining Engineering and Mineral Economics at Montanuniversität Leoben intends to use these challenges as an opportunity with its updated strategy, both for research and for teaching. For the research area, sustainability and involvement in the shaping of raw materials policy should form the framework. With a focus on digitisation and underground mining as well as strengthening the areas of open-pit mining, conveying technology and geoinformatics, research is to be future-proofed for these upcoming transformations. Teaching will continue to include a basic engineering education with specialisation in mining, whereby digitalisation will play an increasingly strong role.

Machine learning for industrial processes: Forecasting amine emissions from a carbon capture plant.

One of the main environmental impacts of amine-based carbon capture processes is the emission of the solvent into the atmosphere. To understand how these emissions are affected by the intermittent operation of a power plant, we performed stress tests on a plant operating with a mixture of two amines, 2-amino-2-methyl-1-propanol and piperazine (CESAR1). To forecast the emissions and model the impact of interventions, we developed a machine learning model. Our model showed that some interventions have opposite effects on the emissions of the components of the solvent. Thus, mitigation strategies required for capture plants operating on a single component solvent (e.g., monoethanolamine) need to be reconsidered if operated using a mixture of amines. Amine emissions from a solvent-based carbon capture plant are an example of a process that is too complex to be described by conventional process models. We, therefore, expect that our approach can be more generally applied.

Maintenance of periodontal attachment levels in prosthetically treated patients with gingivitis or moderate chronic periodontitis 5-17 years post therapy.

OBJECTIVES: The present retrospective analysis was performed to evaluate the long-term results of initial periodontal and fixed prosthodontic treatment in patients with gingivitis or moderate chronic periodontitis during post-therapeutic irregular maintenance of 5-17 years. MATERIAL AND METHODS: Thirty-four patients participated in the study. Baseline data were taken from the patients' records when the periodontal and the prosthetic treatment was finished. A follow-up examination was performed in conjunction with the radiographic examination including assessment of plaque, bleeding on probing, probing pocket depth, recession and probing attachment loss. Information regarding the oral hygiene habits of the subjects as well as the amount of dental and initial therapy received between the observation time was obtained from the patients' records. RESULTS: The results from the clinical trial revealed that during the mean examination period of 11 years only 31 teeth were lost. The remaining restored and non-restored teeth did not show any significant differences in attachment loss (from 2.9 mm to 3.0 mm) in spite of a higher plaque value at the follow-up examination (from 42% to 48%). The BoP remained stable in the same time period and scored 31% to 28%. CONCLUSIONS: The periodontal attachment levels were maintained during a prolonged period despite irregular maintenance care. This indicates that in a population of obviously decreased susceptibility to chronic periodontitis, it is possible that fixed reconstructions will not - even under suboptimal supportive care - jeopardize the periodontal status.