Machine Learning News

14 Oct 2019

Wrangling Big Data Into Actionable Intel

Photo by Randy Montoya

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…

10 Oct 2019

ONE SEA Adds Awake.AI to Autonomous Ecosystem

Karno Tenovuo, CEO, Awake.AI (Photo: DIMECC)

ONE SEA, an industry alliance bringing together leading exponents of autonomous ship technology, has made a significant addition to its growing membership, after signing up Awake.AI - a company led by an experienced team of maritime digital innovators.Awake.AI is aiming to create a new platform and ML models (Machine learning) based on transparent data sharing to break down the barriers between ships, ports and other actors in the maritime logistics chain. The ‘virtual infrastructure’ will be vital if ports are to handle autonomous ships successfully from pre-arrival…

07 Oct 2019

K Line to Promote AI in Shipping Industry

Pic: “K” Line

Japanese shipping company Kawasaki Kisen Kaisha (K Line) has partnered with Hiroshima University, the National Institute of Maritime, Port and Aviation Technology and Marubeni Corporation to jointly work on research and analysis of maritime logistics and shipping market conditions using artificial intelligence (AI).In recent years, it has become possible to use comprehensive, chronologically ordered ship movement and static data, such as position (coordinate information), speed, direction, port of call and drafts, for ships with over 300 gross tonnage traveling internationally.

24 Sep 2019

GreenSteam Acquires BMT Smart

Image: BMT

Denmark-based GreenSteam, a majority owned company of BP, has acquired BMT’s data collection and performance optimisation subsidiary UK-based firm SMART. The marine efficiency software solutions provider is reputable in leveraging Machine Learning methodologies and next generation fuel saving platforms to stimulate the sustainable development of Shipping and World Sea Trade.The sale of SMART, a data collection and performance optimization software solution, to GreenSteam, follows a strategic business review by BMT to focus on its core Infrastructure…

23 Sep 2019

Smart Navigation System

Photo courtesy of RISE

The research project Prepare Ships, led by RISE Research Institutes of Sweden, will develop a navigation system that foresees the positions of other vessels through machine learning. This reduces the risk of collisions and enables more efficient navigation. The project has recently been granted funding through the “European GNSS Agency”, GSA.A consortium of Swedish, Norwegian and German partners has now been given the go-ahead for their research and innovation project that will increase safety and efficiency in shipping.

17 Sep 2019

TGS, Quantico Join for AI Seismic Inversion

Image: TGS

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…

13 Sep 2019

AI & Machine Learning, Possible Force Multipliers for the Coast Guard

© immimagery/Adobe Stock

Artificial intelligence (AI) and machine learning (ML): mention these two terms and the listener may instantly think of the ads displayed as you view your favorite online news site. This is one version of what AI/ML might be. Given the state of AI and ML research today, these advanced mathematical techniques represent something the U.S. Coast Guard should explore for mission application. To do this, common definitions need to be created, challenges understood, and practical use…

28 Jul 2019

ICTSI Manila Adds More Equipments

Pic: International Container Terminal Services, Inc.

The port and terminal operator International Container Terminal Services (ICTSI) said that  its flagship Manila International Container Terminal (MICT)  recently took delivery of another new quay crane (QC) and eight new hybrid rubber tired gantries (RTGs).According to a press release, the terminal has the largest fleet of modern container-handling equipment in the Philippines today with 18 QCs and 58 RTGs.Manufactured by Shanghai Zhenhua Heavy Industry Co. Ltd. (ZPMC), the QC is part of the five from ICTSI’s 2018 USD80-million capacity improvement program package.

09 Jul 2019

Ship IoT Tech Enables Navigation Safety

Hans Ottosen, CEO, Danelec

The airline industry has long employed flight data to monitor navigational and operational practices for evaluation and feedback to pilots using a system called Flight Operations Quality Assurance (FOQA). Now a similar concept is coming into the shipping industry. Danelec Marine, a well-known manufacturer of VDRs and ECDIS products, this month unveiled a new Bridge Operational Quality Assurance (BOQA) system. To learn more, we talked with Hans Ottosen, CEO of Danelec, a Danish…

27 Jun 2019

Tech Majors Join Forces for Smart Port

Image: Kalmar

The terminal automation and energy-efficient cargo handling services provider Kalmar and Finnish operator Ukkoverkot have signed a two-year co-operation agreement with Nokia for the design, construction and operation of a private LTE network for Kalmar.Nokia brings the digital automation platform that is well suited for mobile machinery and industrial Internet of Things.A test network reflecting an actual terminal environment will be built for research and development purposes.

24 Jun 2019

RigNet Settles Inmarsat Arbitration

RigNet, Inc. announced that it has reached a settlement with Inmarsat Global Limited that concludes the GX Arbitration pending before the International Center for Dispute Resolution. Pursuant to the settlement, RigNet will pay Inmarsat $45 million immediately, $5 million in the third quarter of 2019, and $750,000 in the third quarter of 2020.“We are glad to put this matter behind us. While we are disappointed in the panel’s Phase I findings that a take or pay obligation under our January 2014 agreement had commenced, we believe that settling this matter reduces risk for our shareholders, customers, and employees. We were able avoid additional costs related to the arbitration and to secure value for our counterclaims which offsets Inmarsat’s additional claims…

10 Jun 2019

SANDIA: New Look at Old Data for Cleaner Engines

Photo: Sandia National Laboratories

Sandia National Laboratories reportedly has new insights about how to understand and ultimately control the chemistry of ignition behavior and pollutant formations. “Our findings will allow the design of new fuels and improved combustion strategies,” said Nils Hansen, Sandia researcher and lead author of the research. “Making combustion cleaner and more efficient will have a huge impact, reducing energy use around the globe.”The work, which focuses on the chemical science of low-pressure flame measurements…

05 Jun 2019

Wärtsilä to Optimize Voyage Planning

The Wärtsilä Navi-Planner addresses complete voyage planning and optimisation needs in a single service.

The provider of smart technologies and complete lifecycle solutions for the marine and energy markets Wärtsilä unveils its new Navi-Planner voyage planning and optimisation solution.Developed by Transas, a Wärtsilä company, the new Navi-Planner makes use of the connected ECDIS. The new connectivity allows tedious onboard voyage planning to be cut from 5 hours to 30min, while also providing a minimum navigational safety standard for a less experienced crew.The new Navi-Planner utilises one of the world’s largest navigational databases…

07 May 2019

DNVGL: New Mooring Line Solution for Offshore Ops

Pic: DNV GL

DNV GL has developed a solution that is designed to reduce the risk of offshore floating vessel mooring line failure going undetected by replacing physical sensors with a machine learning algorithm that accurately predicts line failure in real time.The Norwegean company's Smart Mooring solution addresses growing industry concern about the high frequency of mooring line failure, and a vessel’s subsequent loss of station. Over the past two decades, more than 20 incidents have been reported globally involving failure of permanent mooring systems on floating structures.In the most severe cases…

30 Apr 2019

ABS Unveils 'Smart Guide'

(Image: ABS)

A new guide published by ABS aims support the development of smart functions and condition-based approach to optimized performance that will help marine and offshore owners and operators capitalize on their operational data.Through the analytics that they provide, smart functions can proactively manage asset health and performance, providing a mechanism for sustainability and improved uptime. Smart functions can also lead to increasingly condition-based approaches to maintenance…

30 Apr 2019

ABS Publishes Guide for Smart Functions

Photo: ABS

ABS published the Guide for Smart Functions for Marine Vessels and Offshore Units (Smart Guide) to help marine and offshore owners and operators capitalize on their operational data.The Smart Guide introduces a unique class approach leading to the marine and offshore industries' first set of notations to help owners and operators qualify and utilize smart functions. Through the analytics that they provide, smart functions can proactively manage asset health and performance, providing a mechanism for sustainability and improved uptime.

18 Apr 2019

Wärtsilä Enables Innovative Simulation Hub

The new simulation centre will be located at the Lakeside North Harbour business hub, near Portsmouth, UK. Copyright: Lakeside North Harbour

The technology group Wärtsilä is to supply and configure the software solutions for a new, state-of-the-art, purpose built simulation center being constructed near Portsmouth, England. The center is an expansion of the Maritime Skills Academy’s (MSA) training portfolio serving the Solent region, and is designed to meet the specific simulation training requirements of cruise, ferry and superyacht clients. MSA Solent is part of the Viking Maritime Group, headquartered in Dover, England.

05 Apr 2019

Nautilus Secures $11M in 'AI' Funding

L to R -  Matt Heider, Chief Executive Officer of Nautilus, and Greg Trauthwein, Editor of Marinelink (Photo: Marinelink)

Nautilus, the company building artificial intelligence for the maritime shipping industry, has announced $11M in Series A funding led by M12, Microsoft’s venture fund, along with Root Ventures. Existing and new investors including Quiet Capital, Trail Mix, and Amplifier Lab participated in the round, which brings Nautilus’ total funding raised to $14.5M.Nautilus was founded in 2016 to advance the efficiency of maritime shipping and build a more sustainable future for ocean commerce. Responsible for 90% of the world’s trade, ocean shipping consumes more than $100 billion in fuel every year.

28 Mar 2019

Teekay LNG taps Start Up for Fleet Optimization

Image: Nautilus Labs

Teekay LNG Partners L.P. signed a full fleet partnership with the New York-based startup, Nautilus Labs, to enhance the efficiency of its gas vessels. Nautilus Labs’ platform is designed to unify fleet data and leverages machine learning to optimize vessel performance.The partnership actually began in February 2018 with a five ship pilot. Nine months later Teekay LNG Partners agreed to roll out the software platform to its entire fleet.Nautilus Platform is a software solution that unifies the company’s data sets and systems to deliver a detailed analysis of fleet performance in real-time…

25 Mar 2019

Navis Rolls-out Smart Tech

 Pic: Navis

The terminal operating systems provider unveiled its new offering, ‘Navis Smart,’ providing new ways for container terminals and carriers alike to capture and process the abundance of available industry data to optimize planning, visibility and asset utilization.Navis, a part of Cargotec Corporation, and the provider of operational technologies and services that unlock greater performance and efficiency for the world’s leading organizations across the shipping supply chain, said that Navis Smart is a layer of technology that will enable and connect Navis solutions…

15 Mar 2019

Denmark ShippingLab for Smart Shipping

Pic: J. Lauritzen

A new Danish maritime research, development and innovation partnership has been established under the name of ShippingLab.Danish shipping company J. Lauritzen together with Maersk Tankers, DFDS, Torm and a range of other shipping companies, industrial maritime suppliers, research and technology institutions and universities have formed the partnership, where industry and academia work together with the purpose of solving practical issues to the benefit of society.The overarching goal of the partnership is to develop Denmark’s first autonomous, environmentally friendly ship.

04 Mar 2019

Fuel Savings from GreenSteam

Pic: GreenSteam

The supplier of Machine Learning based vessel performance solutions GreenSteam  announced significant progress towards its stated objective of enabling its clients to achieve doubledigit fuel savings as substantial MARPOL driven fuel price rises, loom large, for the Shipping Industry.A press release from GreenSteam, which is majority owned by BP/Castrol, said that currently, working with over 30 shipping owners, operators and marine organisations across all shipping sectors, globally…

21 Feb 2019

Oi: Tracking 50 Years of Ocean Innovation

Marine Technology Reporter published a supplement to celebrate the 50th anniversary of Oceanology International. Photo: MTR

As Oceanology International celebrates its 50th Anniversary, Marine Technology Reporter explores half a century of subsea technology development and discovery. Oceanology International Americas runs February 25-27, 2019 in San Diego.When Oceanology launched in 1969 in the seaside resort of Brighton the world was a very different place. For a start, Brighton was home to the mods and rockers, who would square off against each other on the town’s elegant seafront. The British currency included shillings and ha’ pennies and man had yet to step foot on the moon.More crucially…

Maritime Reporter Magazine Cover Oct 2019 - Marine Design Annual

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