Analysis of the port sustainability parameters through Bayesian networks

Serrano, Beatriz Molina; González-Cancelas, Nicoletta; Flores, Francisco Soler

doi:10.1016/j.indic.2020.100030

Cited by 10 publications

(7 citation statements)

References 28 publications

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“…Obviously, discretization always carries out that some “information” is lost. In the present study, it has been necessary to proceed to the discretization of the variables, having done it with the criterion of percentiles described (Molina‐Serrano, Gonzalez‐Cancelas, and Soler‐Flores 2018).…”

Section: Methodsmentioning

confidence: 99%

Seaport Sustainable: Use of Artificial Intelligence to Evaluate Liquid Natural Gas Utilization in Short Sea Shipping

González-Cancelas

Serrano

Flores

2019

Transportation Journal

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In the present research, a methodology is developed to determine the relationship between the variables that define the use of liquefied natural gas in short sea shipping in Europe, through the use of data-mining techniques. The project takes place in the European space, which includes data from 30 countries, the 28 members of the European Union plus Norway and Iceland. A Bayesian network is constructed with the 35 indicators selected, which are classified into five different categories: international trade and transport, economy and finance, population and social condition, environment and energy, and institutional and political. It is found that capacity of liquefied natural gas regasification terminals under construction and modal distribution of cargo transport by inland waters are the two root nodes of the network. In addition, the variables of transport and international trade and economy and finance become the most important in the decision to implement liquefied natural gas as marine fuel, while those of environment and energy and population and condition are the most dependent on the network.

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Section: Methodsmentioning

confidence: 99%

Seaport Sustainable: Use of Artificial Intelligence to Evaluate Liquid Natural Gas Utilization in Short Sea Shipping

González-Cancelas

Serrano

Flores

2019

Transportation Journal

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“…Transformation of port's digitalization increases the connection between logistics chain, raises the automation of port operations, and facilitates emergencies [19]. In addition, increase the ability to better-taking decisions which is based on data, by the use of smart and collaborative platforms [20].…”

Section: Literature Reviewmentioning

confidence: 99%

“…Given the major importance of the port sector in today's society and as a result of the large volume of business involved, this sector is of vital importance which is discussed by Rodrigo González et al (2020) in his research, and they stressed that a minor improvement in profitability in this sector will have major consequences. It is the outcome of the large number of port operations that occur.…”

Section: Smart Portmentioning

confidence: 99%

A Framework for Adopting a Sustainable Smart Sea Port Index

Othman,

El-gazzar,

Knez

2022

Sustainability

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The new business environment, and the new era of digital transformation put pressure on the global supply chain and accordingly on ports to cope with such changes; these require ports to be smarter and adapt to the new technological approaches. Smart ports SP express the prevailing trend for the transformation strategies. Although many previous studies discuss smart ports requirements there is no integrated vision provided before to capture different comprehensive elements of smart port and show its impact on sustainably. Therefore, this research aims at developing an integrated smart port index SPI, capturing different elements of SP and linking them to port sustainability performance. The research conducted a systematic literature review to identify all pillars that are required for the smart port adaptation and showed its impact on sustainability with a full-text reading stage that resulted in 48 articles. The paper indicated that few studies of the SPI have been proposed before to improve SP activity in different domains: operations, environment, energy, safety, and security; however, there is a need to address the several key issues related to port operations, and to consider human resources factor as part of the smart port requirement, particularly an integrated index that captures different pillars in SP elements and shows its effect on sustainable performance. The study reveals that SP initiatives around the world have different integration levels. According to this, the smart port index can be considered as the first integrated index linked to sustainability and including human resources; however, there are some limitations that could be an open issue to future researchers and practitioners to foster new practical research initiatives that can rely on this index to adapt the smart port practices in different ports, taking into consideration the human resources aspect and testing their impact on port sustainability.

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“…Konsep Pelabuhan "hijau" telah diteliti oleh banyak peneliti. Salah satu langkah untuk mempromosikan Pelabuhan "hijau" adalah dengan penelitian dengan fokus penelitian terhadap indikator kinerja Pelabuhan hijau dari aspek lingkungan (Puig et al, 2017), (Bae, 2017), aspek ekonomi (Molina- Serrano et al, 2020), (Molina Serrano et al, 2018), dan aspek social (Ha & Yang, 2017). Artikel ini bertujuan untuk menganalisis indikatorindikator evaluasi kinerja Pelabuhan "hijau" yang telah dilakukan oleh beberapa peneliti di berbagai negara dengan menggunakan metode fuzzy AHP.…”

Section: Rumusan Masalahunclassified

Analisis Indikator Kinerja Pelabuhan Hijau

Ningrat¹

2022

FROPIL (Forum Profesional Teknik Sipil)

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Konsep pembangunan Pelabuhan berkelanjutan menjadi semakin penting untuk diterapkan karena kondisi perubahan lingkungan global yang tidak normal. Hal ini dikarenakan Pelabuhan memiliki peranan penting dalam pembangunan ekonomi suatu negara. Untuk mengatasi pencemaran lingkungan yang berasal dari pembangunan dan pengoperasian pelabuhan, konsep Pelabuhan “hijau” merupakan sebuah solusi. Oleh karena itu banyak peneliti yang telah mempelajari pengaruh indikator kinerja Pelabuhan “hijau” dengan berbagai pendekatan. Analisis ini berfokus pada evaluasi indikator-indikator kinerja Pelabuhan “hijau” berdasarkan studi literatur. Penelitian-penelitian tersebut dilakukan di beberapa negara yaitu, China, Taiwan, Mesir, Inggris, Singapura, dan Turki dengan menggunakan sistem penilaian yang menggabungkan metode AHP dan fuzzy. Hasil penelitian menunjukkan bahwa seluruh indikator kinerja Pelabuhan “hijau” dapat dikelompokkan ke dalam kriteria: 1) manajemen polusi udara, 2) manajemen polusi limbah padat, 3) manajemen polusi limbah cair, 4) manajemen polusi udara, 5) perlindungan habital laut, 6) manajemen training staf pelabuhan, dan 7) promosi konsep pelabuhan “hijau”.

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Analysis of the port sustainability parameters through Bayesian networks

Cited by 10 publications

References 28 publications

Seaport Sustainable: Use of Artificial Intelligence to Evaluate Liquid Natural Gas Utilization in Short Sea Shipping

Seaport Sustainable: Use of Artificial Intelligence to Evaluate Liquid Natural Gas Utilization in Short Sea Shipping

A Framework for Adopting a Sustainable Smart Sea Port Index

Analisis Indikator Kinerja Pelabuhan Hijau

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