The Gunners then travel to Goodison Park to face Everton on 23 August, before finishing the month with a trip to newly-promoted Leicester City on 30 August.
Arsène Wenger’s side then host defending champions Manchester City on 13 September, before taking on Tottenham Hotspur in the first north London derby of the season two weeks later at Emirates Stadium.
Arsenal then face Chelsea at Stamford Bridge on 4 October, when Cesc Fabregas could come up against his former employers.
Elsewhere, Manchester City kick off their title defence with a trip to Newcastle, while Liverpool host Southampton at Anfield.
Manchester United host Swansea City and Tottenham Hotspur will travel across London to take on West Ham United at Upton Park.
Arsenal v Crystal Palace
Burnley v Chelsea
Leicester City v Everton
Liverpool v Southampton
Manchester United v Swansea City
Newcastle United v Manchester City
Queens Park Rangers v Hull City
Stoke City v Aston Villa
West Bromwich Albion v Sunderland
West Ham United v Tottenham Hotspur
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