Emissions can reduce with virtual fuel meters
(Posted on 07/01/19)
By utilising waste heat recovery and using modern technology like machine learning to create virtual fuel meters, the shipping sector can reduce both its emissions and its fuel consumption. This is shown in a new dissertation by Fredrik Ahlgren at Kalmar maritime academy at Linnaeus University.
The ships of today collect large quantities of data from their engines and machines when operating, like engine speed, temperatures, and pressure. During the work on his dissertation, Fredrik Ahlgren, doctor of maritime science at Linnaeus University, got the idea to combine these data in order to use machine learning to create virtual fuel meters. These can then show the consumption in real-time without having to install physical fuel meters.
“The virtual fuel meters can help crews bring their ships forward in a more energy-efficient way. Thereby also reducing emissions of hazardous substances like greenhouse gases and other pollutants”, explains Fredrik Ahlgren.
The shipping sector is facing a major challenge to radically reduce its emissions of carbon dioxide, particles that are hazardous to the environment and to human health, and sulphur and nitrogen oxides.
“Today, emissions from the shipping sector make up roughly 11 percent of the total carbon dioxide emissions from the transport sector. If we are to succeed in our work to reduce global climate change and reduce the effects of air pollution on human health, we must work with many methods at the same time”, says Ahlgren.
In addition to the implementation of new technology like machine learning and artificial intelligence, the shipping sector can become more energy-efficient by making better use of the waste heat from ships’ engines. In his dissertation, Fredrik Ahlgren has also made an extensive analysis of how the energy system on board a cruise ship works. This mapping resulted in knowledge about how waste heat in cooling water and exhaust fumes can be better utilised in existing and new equipment on board ships. In particular, Ahlgren studied how an intended installation of a so-called Organic Rankine Cycle can convert waste heat to electricity.
Fredrik Ahlgren publicly defended his doctoral thesis on 13 December and his dissertation has attracted great interest.
“So far, on request, I have sent a couple of hundred copies of the dissertation to different office holders within the shipping sector in northern Europe. This shows that machine learning and artificial intelligence are hot topics and important pieces of the puzzle to create a more sustainable shipping sector.”
Research and production corporation “United Wagon Company”, Russia’s largest manufacturer... Read more
Bruks Siwertell, part of the Bruks Siwertell Group, has delivered a mobile wood chipper to the Korean... Read more
Effective 1st November, 2019, Jan Lüder will take over as Chief Executive Officer of theMining... Read more
Ocean Safety, specialists in the worldwide supply, distribution, service and hire of marine safety equipment... Read more
ONE SEA, the industry alliance bringing together leading exponents of autonomous ship technology, has... Read more
Damen Shipyards Galati has hosted a celebration marking the keel-laying of a Damen Marine Aggregate... Read more
FlowSafe DCD2000 eliminates need to carry plastic-bottled drinking water and additional chemicals for... Read more
October is National Breast Cancer Awareness Month in the U.S., and Martin Engineering is building on... Read more
Flow Water Technologies, developer of the Ballast Water Management System (BWMS) FlowSafe, has proven... Read more
Hydrex teams have carried out several recent rudder repairs on ships in Belgium and France. In all cases... Read more