Machine Learning Algorithms News

As global reliance on subsea infrastructure grows, so do the risks. Discover how safeguarding undersea assets opens new frontiers for innovation and investment.Importance of Subsea InfrastructureSubsea infrastructure plays a critical role in maintaining the operational continuity of the modern society and the global economy. This vast network includes subsea data and communication cables, pipelines for energy transportation, electricity cables, and resource extraction systems.

Wärtsilä has secured a contract from the Maritime and Port Authority of Singapore (MPA) to develop the prototype for a cutting-edge vessel traffic management system. This initiative, known as the Next Generation Vessel Traffic Management System (NGVTMS), aims to revolutionize maritime safety and efficiency at one of the world's most bustling ports. The order was finalized by Wärtsilä in the third quarter of 2024.As Singapore advances its position as a leading global maritime hub…

Last week’s headline in the Financial Times was startling to me: “Andreessen Horowitz raises $7.2bn and sets sights on AI start-ups“. Oh boy. Andreessen Horowitz is one of Silicon Valley’s most prominent venture capital firms with an eye for investing in the next generation of tech companies that will change our lives. Their new fund tells us that the people who know the science of AI now believe it is poised to make an outsized global impact. AI is no longer a “tomorrow” thing. It is a “today” thing.

Armada Technologies has secured a hull lubrication contract with LNG carrier company Cool Company Ltd (CoolCo).Under the partnership, Armada will design, engineer, procure, and provide support for the installation and commissioning of its air lubrication system on a CoolCo vessel scheduled to dry dock in 2024. Once commissioned, CoolCo will conduct sea trials and provide documentation to Armada, following ISO or ITTC guidance, to measure the system's performance.Armada CEO Alex…

In the commercial maritime and offshore industries, where worker safety and competency are crucial, effective training practices are an absolute must. While hands-on, in-the-field learning will always be a vital component of any mariner’s training, marine simulation has become a welcome enhancement to the education process. And in some cases, it’s seen as a safer alternative to traditional survival craft and rescue boat training.A leader in this space is Virtual Marine, based in Newfoundland and Labrador.

The goal of engineering analysis is to use models of the real world to simulate and predict the performance of a design with confidence, explore design modifications, and inform downstream stakeholders—the owners, builders, operators, and passengers—with knowledge that the design works as intended before it is built. To do so, we need models that characterize the physical world. That is easier said than done, but it underpins much of what we do as engineers. This is precisely…

Applied Satellite Technology (AST) has launched its Integrated Remote Asset Management System (IRAMS).IRAMS is designed to address the challenges faced by industries such as oil and gas, maritime, renewables and utilities, where maritime assets are in remote and often harsh environments. With IRAMS, users can remotely control and monitor assets. IRAMS brings together live asset performance data, predictive maintenance scheduling and environmental impact reporting onto one single platform.

Yara Marine Technologies, artificial intelligence (AI) application developers Molflow, Chalmers University of Technology and social science specialists from Halmstad University and Gothenburg University have collaborated over three years to develop and trial an AI-based semi-autonomous voyage planning system.Initiated in August 2020, the Via Kaizen project explores how AI and machine learning can enable more energy-efficient voyage planning for ship operators. The project demonstrated…

Is the “old” way of generating maritime training content about to be disrupted? Are we witnessing the beginning of a sea change in the creation of training content and potentially in how trainees interact with that content?In the previous edition of Training Tips for Ships, we introduced ChatGPT and discussed its potential uses and limitations in a maritime training capacity. In fact, as was revealed near the end, most of that article was written by ChatGPT itself - providing evidence of its ability to generate content.

Finland-based marine enginer maker and maritime technology provider Wärtsilä and Brazil-based offshore vessel owner Companhia Brasileira de Offshore (CBO) have signed an agreement for decarbonisation modelling. The objective is to support and accelerate CBO´s journey towards decarbonised operations for its fleet of offshore support vessels, which is one of the largest in its segment in Brazil, Wärtsilä said."The advanced Wärtsilä platform utilizes a vast bank of vessel data and machine learning algorithms…

Tru-Marine launches TruCare, designed to transform the technical management of marine turbocharger maintenance and repairs.“TruCare is a disruptive digitization approach in managing asset maintenance onboard vessels in a completely different way," said James Loke, Group Chief Executive Officer, Tru-Marine. "More importantly, it is our response to the urgency of decarbonization imposed by world maritime and the Singapore government’s raised climate ambition to net zero by or around 2050.”Designed for turbochargers onboard all ocean-going vessels…

Wärtsilä will deliver its new Decarbonization Modelling Service to Carnival Corporation as the cruise group aims to reduce greenhouse gas emissions across its fleet.Initially tasked with establishing an optimal decarbonization path for the cruise ship Regal Princess, the project will expand to model solutions which could be applied to the entire Carnival fleet. The contract was signed in December 2021 and the project commenced in February 2022.Under the program, a digital model of Regal Princess will be created by combining operational data from several different sources.

MAN Energy Solutions has selected Amazon Web Services (AWS) as its preferred cloud provider to provide advanced analytics, machine learning, and Internet of Things (IoT) capabilities for MAN’s CEON platform. The MAN CEON digital platform connects MAN equipment across different industries and geographies to offer customers advice, condition-based maintenance, and repair guidance for marine and power engines, turbochargers, turbines, compressors, and other connected equipment.Using machine learning algorithms…

Windward, the Predictive Intelligence company applying AI to the maritime industry, announced the launch of Company Risk Insights, providing risk insights into every company in the maritime domain.The capability utilizes a new ownership data repository, risk indicators, data sets and behavioral models to provide Windward users with a complete risk assessment of all maritime related entities including a beneficiary list up to and including the Ultimate Beneficial Owner (UBO), Windward said…

Kongsberg Digital and Nautilus Labs announced a partnership to include the Nautilus Platform fleet and voyage optimization tool in the Kognifai open ecosystem. The agreement will see the integration of Nautilus Platform within Kognifai, complementing the applications already in place from Kongsberg Digital and third-party developers. These include Vessel Insight, which provides a secure and dependable vessel-to-cloud data infrastructure which captures, aggregates and contextualizes all data derived from a vessel’s sensors and other assets…

Data analytics firm ioCurrents will offer KVH Watch connectivity as part of its vessel maintenance and optimization servicesKVH Industries, Inc., announced today that ioCurrents, a provider of real-time, remote vessel analytics, has joined the KVH Watch Solution Partner program and will offer KVH Watch connectivity as part of its maritime services. The company is the creator of the MarineInsight platform, which uses machine-learning algorithms to support maritime maintenance and fuel optimization and has thus far relied on vessels’ existing communications systems for data transfer.

Two Canadian firms are partnering to develop and commercialize 3D digital twin capabilities with hopes of making Canada more globally competitive, driving export opportunities and creating jobs in the marine sector.The the $3 million-plus Digital Ship In-Service Support Project comes from Canada’s Ocean Supercluster’s (OSC) Accelerated Ocean Solutions Program. Led by British Columbia-based Seaspan Shipyards together with partner and Newfoundland and Labrador-based, Genoa Design International…

Singapore's Energy Market Authority (EMA) and Keppel Offshore & Marine have jointly awarded a research grant to pilot Singapore’s first floating Energy Storage System (ESS). This project was awarded to a consortium led by Envision Digital International Pte Ltd (Envision Digital), aspart of the $10 million partnership between EMA and Keppel O&M  - announced in April 2020 - to develop innovative energy solutions in the marine sector.Keppel O&M said Monday it would work with the consortium to deploy a 7.5 MW/7.5MWh lithium-ion battery ESS on Keppel O&M’s Floating Living Lab (FLL).

I’ve had the good fortune to work with marine operators around the world, and one thing has become painfully apparent to me; most marine companies don’t appreciate the profound affect technology can have on their organizations. Information technology can save lives, increase profitability, improve customer satisfaction, and even keep you in business.Some may think this is crazy talk from a Kool-Aid drunk techy, or that I need a vacation, but I assure you, it’s modern reality.

Purpose-built for storage challenges brought on by climate change and geopolitical tensions, TeleSense has introduced its cellular SensorSpear Monitors to protect post-harvest grain.TeleSense, a post-harvest grain monitoring innovator, recently introduced a Cellular SensorSpear intended to give grain managers and barge operators an easy and reliable way to accurately monitor stored grain, ensuring grain quality while reducing spoilage and safety concerns.Inserted into piles of stored grain, the Cellular SensorSpear sends temperature and moisture data to the cloud where TeleSense machine learning algorithms analyze the data and alert users to any anomalies and issues that may arise.

Purpose-Built for New Grain Storage Challenges Brought on by Climate Change and Geopolitical Tensions, the Cellular SensorSpear Monitors and Protects Post-Harvest Grain.TeleSense, a post-harvest grain monitoring innovator, today announced the general availability of its Cellular SensorSpear™ to give grain managers and barge operators an easy and reliable way to accurately monitor stored grain, ensuring grain quality while reducing spoilage and safety concerns. TeleSense is showcasing the Cellular SensorSpear at Agritechnica in Hanover Germany…

Social media, cameras, sensors and more generate huge amounts of data that can overwhelm analysts sifting through it all for meaningful, actionable information to provide decision-makers such as political leaders and field commanders responding to security threats.Sandia National Laboratories researchers are working to lessen that burden by developing the science to gather insights from data in nearly real time.“The amount of data produced by sensors and social media is booming — every day there’s about 2.5 quintillion (or 2.5 billion billion) bytes of data generated…

TGS and Quantico Energy Solutions announced a technology collaboration to leverage their respective offerings in seismic data, AI-based well logs, and artificial intelligence (AI)-based seismic inversion.TGS is a provider of multi-client geoscience and engineering data for exploration & production (E&P) companies. Quantico is a AI company focused on subsurface solutions for E&P companies.The joint solution addresses the critical challenges in earth modeling workflows; specifically, insufficient seismic and log data, lengthy time until results, and difficulties mapping advanced geomechanical and petrophysical attributes.TGS will leverage its industry leading data library of seismic and well log data in the key regions of oil and gas activity across the world.