
Naghmeh NiroomandSwiss Federal Laboratories for Materials Science and Technology | Empa · Department Mobility, Energy and Environment
Naghmeh Niroomand
Doctor of Philosophy
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18
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Publications (18)
The assessment of artificial intelligence (AI) application for prediction of internal combustion engine (ICE) performance and its impact on CO2 emissions is conducted in this paper. Three machine learning techniques (Random Forest, Support Vector Regression, and Semi-supervised Deep Fuzzy C-means) are developed to analyze inputs from an engine simu...
Accurately measuring vehicle mileage is pivotal in precise CO2 emission calculations and the development of reliable emission models. Nonetheless, mileage data gathered from surveys relying on self-estimation, garage reports, and other estimation-based sources often yield rough approximations that substantially deviate from the actual mileage. To t...
-This study focuses on utilizing "Deep" for deep correlation between supervised and unsupervised data with multi clusters and deep correlation between Deep semi supervised fuzzy C-means (SSFCM) clustering and feature techniques.
-Explored several semi-supervised machine learning algorithms and compared their performance.
-Used feature learning and...
The overall level of emissions from the Swiss passenger cars is strongly dependent on the fleet composition. Despite technology improvements, the Swiss passenger cars fleet remains emissions intensive. To analyze the root of this problem and evaluate potential solutions, this paper applies deep learning techniques to evaluate the inter-class (namel...
This paper aims to introduce a scientific Semi-Supervised Fuzzy C-Mean (SSFCM) clustering approach for passenger cars classification based on the feature learning technique. The proposed method is able to classify passenger vehicles in the micro, small, middle, upper middle, large and luxury classes. The performance of the algorithm is analyzed and...
There has been globally continuous growth in passenger car sizes and types over the past few decades. To assess the development of vehicular specifications in this context and to evaluate changes in powertrain technologies depending on surrounding frame conditions, such as charging stations and vehicle taxation policy, we need a detailed understand...
Nepal has suffered from the worst electricity shortages in South Asia. This study is an attempt to measure the willingness to pay for an improved service using a model of revealed preference. Respondents are asked about the actions they are taking to reduce the impact on their household or business of scheduled and unscheduled outages and more stab...
For the decade prior to 2016 Nepal suffered from the worst electricity shortages in South Asia. During this period load shedding occurred for up to 18 h a day when hydropower generation is low. This research uses parametric and non-parametric models to estimate households' and businesses' willingness to pay (WTP) for improved reliability of electri...
This paper presents an empirical comparison of the contingent valuation method (CVM) and choice experiment (CE) method in the estimation of the non-market value of road safety improvements. In this study we used both the CVM and the CE method to identify the preferences and tradeoffs of automobile drivers in North Cyprus for road safety improvement...
Introduction
The incidence of pedestrian death over the period 2010 to 2014 per 1000,000 in North Cyprus is about 2.5 times that of the EU, with 10.5 times more pedestrian road injuries than deaths. With the prospect of North Cyprus entering the EU, many investments need to be undertaken to improve road safety in order to reach EU benchmarks.
Meth...
The incidence of fatality over the period 2010-2014 from automobile accidents in North Cyprus is 2.75 times greater than the average for the EU. With the prospect of North Cyprus entering the EU, many investments will need to be undertaken to improve road safety in order to reach EU benchmarks. The objective of this study is to provide local estima...
The aim of this book is to analyze the current position of the Cyprus-Turkish Airlines (CTA), to identify potential problems and offer the essential solutions. Proposed solutions will be targeted on facilitating and improving managerial practices and, as a last step, will be evaluated on the basis of their effectiveness and conformability with the...
Organizational citizenship behavior is a new concept in organizational performance and indeed an effective element in measuring it. It includes volunteer relations between employees which help make organizations more effective. The objective of this book is to contribute to the growing number of international studies on organizational citizenship b...