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.”
CM Labs Simulations, developer of Vortex Port Equipment Training Simulators, will display their new... Read more
KVH Industries, Inc., has introduced the maritime industry’s only all-inclusive, no-commitment... Read more
A new range of davits designed to increase safety and reduce corrosion of critical parts has been introduced... Read more
BIO-UV Group, the pioneer in UV-based water treatment technologies, and Norwegian marine engineering... Read more
Liebherr and Mac Port are celebrating 10 years of trustful cooperation. Mac Port is the official partner... Read more
The newly inaugurated centre will support ABB’s ship power, propulsion and automation technologies... Read more
Damen Shipyards Group and Hanson Aggregates Marine have signed a contract for construction of a Marine... Read more
CM Labs Simulations, developer of Vortex training simulators, has announced the release of the Instructor... Read more
Oceania thyssenkrupp Industrial Solutions has opened a new service centre in Brisbane, Australia... Read more
I-Tech AB, the bio-technology company responsible for the unique marine anti-fouling active agent Selektope... Read more