The Gunners have not won silverware since the 2005 FA Cup, but Wenger is confident his youthful side can end the trophy drought.
"I know that we haven't won a trophy for four years, but we have been very close and I believe that this year the team will do it," he said at Arsenal's AGM.
"When I say that, it is not to please you (Arsenal shareholders), it is because I am really convinced of it.
"This season we are ready to go for it in the Premier League, the Champions League and of course both the cups as well.
"We are in October and we know it will be very tight - it will come down to how resilient, consistent, intelligent and united we are until the end.
"There will be periods when it will be difficult, but we have to show our strengths that has always made this club special."
"It's not just about pumping money into the team," he added. "There is a magic in our sport and our club.
"We have developed the team in the last four of five years with a tremendous amount of training to develop them how we want.
"I believe a team is easier to develop if they are grown up inside the club, from 16 and even younger because they learn to love the club and what it represents.
"I believe it is essential that we maintain our values in the club.
"It is important that we are proud of the Arsenal way, the way we play the game and develop players.
"You cannot be a big club and have a small culture. You have to have a desire to see quality in what to do."