Etihad Airways is to use machine learning to help tackle the problem of food wase on its flights.
The national airline of the UAE started a project that makes use of computer vision and machine learning to cut down on the volume of food wasted on flights. The project is in partnership with Lumitics, a Singapore food technology start-up.
Economy-class meals served on Etihad flights will be tracked to record food consumption patterns and waste levels across the airline's network. This will be done using Lumitics' Insight Lite product, which will monitor the number of uneaten meals on a plane when it reaches an airport.
The programme uses artificial intelligence and image recognition to identify the types and quantity of unconsumed food, without the need for human interaction.
This data will be used by Etihad in plans to reduce food waste, improve meal planning on a granular level and lower operating costs. So, for instance, if X amount of chicken dishes are always left uneaten on flights from Chicago, they will reduce that meal on that service.
1.14 million tonnes wasted every year
In 2017, the International Air Transport Association found that 1.14 million tonnes of food was wasted from in-flight catering and about 20 per cent of all food produced by in-flight catering teams is wasted every year.
The problem is something airlines are aware of and Etihad began its partnership with Lumitics this year, before aviation was widely affected by the coronavirus pandemic. With many routes now restarting, Etihad is keen to move forward with the project.
“As the airline scales up the flight operations again, it is exciting to restart the project and continue the work that had begun," said Mohammad Al Bulooki, chief operating officer at Etihad Aviation Group.
Rayner Loi, co-founder of Lumitics, said "tackling food waste is one of the largest cost-saving opportunities for any business producing and serving food".
"Not only does it make business sense, it is also good for the environment. We are excited to be working with Etihad Airways to help achieve its goals in reducing food waste," he said.
Sustainable flying
Etihad's food waste programme is one of several sustainability focused initiatives the airline is undertaking.
Last year, the Abu Dhabi airline operated a single-use-plastic-free flight from the UAE to Australia and introduced its Etihad Greenliner programme to help improve operating efficiency and sustainable practice in aviation.
Most recently, Etihad partnered with Boeing and Nasa to use its newest Dreamliner as a test bed for technologies that can help reduce fuel consumption, noise pollution and carbon dioxide emissions.
'Spies in Disguise'
Director: Nick Bruno and Troy Quane
Stars: Will Smith, Tom Holland, Karen Gillan and Roshida Jones
Rating: 4 out of 5 stars
Killing of Qassem Suleimani
THE SPECS
BMW X7 xDrive 50i
Engine: 4.4-litre V8
Transmission: Eight-speed Steptronic transmission
Power: 462hp
Torque: 650Nm
Price: Dh600,000
Singham Again
Director: Rohit Shetty
Stars: Ajay Devgn, Kareena Kapoor Khan, Ranveer Singh, Akshay Kumar, Tiger Shroff, Deepika Padukone
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Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
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- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
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Infiniti QX80 specs
Engine: twin-turbocharged 3.5-liter V6
Power: 450hp
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Temple numbers
Expected completion: 2022
Height: 24 meters
Ground floor banquet hall: 370 square metres to accommodate about 750 people
Ground floor multipurpose hall: 92 square metres for up to 200 people
First floor main Prayer Hall: 465 square metres to hold 1,500 people at a time
First floor terrace areas: 2,30 square metres
Temple will be spread over 6,900 square metres
Structure includes two basements, ground and first floor
Quick pearls of wisdom
Focus on gratitude: And do so deeply, he says. “Think of one to three things a day that you’re grateful for. It needs to be specific, too, don’t just say ‘air.’ Really think about it. If you’re grateful for, say, what your parents have done for you, that will motivate you to do more for the world.”
Know how to fight: Shetty married his wife, Radhi, three years ago (he met her in a meditation class before he went off and became a monk). He says they’ve had to learn to respect each other’s “fighting styles” – he’s a talk it-out-immediately person, while she needs space to think. “When you’re having an argument, remember, it’s not you against each other. It’s both of you against the problem. When you win, they lose. If you’re on a team you have to win together.”
Fixtures
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COMPANY PROFILE
Name: N2 Technology
Founded: 2018
Based: Dubai, UAE
Sector: Startups
Size: 14
Funding: $1.7m from HNIs
AndhaDhun
Director: Sriram Raghavan
Producer: Matchbox Pictures, Viacom18
Cast: Ayushmann Khurrana, Tabu, Radhika Apte, Anil Dhawan
Rating: 3.5/5
The specs
- Engine: 3.9-litre twin-turbo V8
- Power: 640hp
- Torque: 760nm
- On sale: 2026
- Price: Not announced yet
The squad traveling to Brazil:
Faisal Al Ketbi, Ibrahim Al Hosani, Khalfan Humaid Balhol, Khalifa Saeed Al Suwaidi, Mubarak Basharhil, Obaid Salem Al Nuaimi, Saeed Juma Al Mazrouei, Saoud Abdulla Al Hammadi, Taleb Al Kirbi, Yahia Mansour Al Hammadi, Zayed Al Kaabi, Zayed Saif Al Mansoori, Saaid Haj Hamdou, Hamad Saeed Al Nuaimi. Coaches Roberto Lima and Alex Paz.
If you go...
Fly from Dubai or Abu Dhabi to Chiang Mai in Thailand, via Bangkok, before taking a five-hour bus ride across the Laos border to Huay Xai. The land border crossing at Huay Xai is a well-trodden route, meaning entry is swift, though travellers should be aware of visa requirements for both countries.
Flights from Dubai start at Dh4,000 return with Emirates, while Etihad flights from Abu Dhabi start at Dh2,000. Local buses can be booked in Chiang Mai from around Dh50
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LIGUE 1 FIXTURES
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Killing of Qassem Suleimani
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Zakat definitions
Zakat: an Arabic word meaning ‘to cleanse’ or ‘purification’.
Nisab: the minimum amount that a Muslim must have before being obliged to pay zakat. Traditionally, the nisab threshold was 87.48 grams of gold, or 612.36 grams of silver. The monetary value of the nisab therefore varies by current prices and currencies.
Zakat Al Mal: the ‘cleansing’ of wealth, as one of the five pillars of Islam; a spiritual duty for all Muslims meeting the ‘nisab’ wealth criteria in a lunar year, to pay 2.5 per cent of their wealth in alms to the deserving and needy.
Zakat Al Fitr: a donation to charity given during Ramadan, before Eid Al Fitr, in the form of food. Every adult Muslim who possesses food in excess of the needs of themselves and their family must pay two qadahs (an old measure just over 2 kilograms) of flour, wheat, barley or rice from each person in a household, as a minimum.
History's medical milestones
1799 - First small pox vaccine administered
1846 - First public demonstration of anaesthesia in surgery
1861 - Louis Pasteur published his germ theory which proved that bacteria caused diseases
1895 - Discovery of x-rays
1923 - Heart valve surgery performed successfully for first time
1928 - Alexander Fleming discovers penicillin
1953 - Structure of DNA discovered
1952 - First organ transplant - a kidney - takes place
1954 - Clinical trials of birth control pill
1979 - MRI, or magnetic resonance imaging, scanned used to diagnose illness and injury.
1998 - The first adult live-donor liver transplant is carried out
UAE currency: the story behind the money in your pockets
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Engine: Direct injection 4-cylinder 1.4-litre
Power: 150hp
Torque: 250Nm
Price: From Dh139,000
On sale: Now
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The specs: Macan Turbo
Engine: Dual synchronous electric motors
Power: 639hp
Torque: 1,130Nm
Transmission: Single-speed automatic
Touring range: 591km
Price: From Dh412,500
On sale: Deliveries start in October
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Killing of Qassem Suleimani
Final round
25 under - Antoine Rozner (FRA)
23 - Francesco Laporta (ITA), Mike Lorenzo-Vera (FRA), Andy Sullivan (ENG), Matt Wallace (ENG)
21 - Grant Forrest (SCO)
20 - Ross Fisher (ENG)
19 - Steven Brown (ENG), Joakim Lagergren (SWE), Niklas Lemke (SWE), Marc Warren (SCO), Bernd Wiesberger (AUT)
What sanctions would be reimposed?
Under ‘snapback’, measures imposed on Iran by the UN Security Council in six resolutions would be restored, including:
- An arms embargo
- A ban on uranium enrichment and reprocessing
- A ban on launches and other activities with ballistic missiles capable of delivering nuclear weapons, as well as ballistic missile technology transfer and technical assistance
- A targeted global asset freeze and travel ban on Iranian individuals and entities
- Authorisation for countries to inspect Iran Air Cargo and Islamic Republic of Iran Shipping Lines cargoes for banned goods