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A two storey building will be constructed next to the existing Dudley Sixth campus, off Ednam Road and Priory Road.
Future plans include demolishing the current health and social care department and mobile classrooms before a final phase to build a 5million three storey A Level block.
There are 1,600 registered students at the college.
Halesowen got 1.9m owards a 5.9m scheme to replace outdated teaching blocks.
The new maths complex, which will be built on a site between Dudley Sixth and Dudley Advance will replace out dated facilities at the college's Broadway site.
The college received 2.3m from the Government towards the health and social care building.
It will offer students the chance to gain a sports qualification alongside professional golf coaching.
Last week Dudley College unveiled plans for the next stage of a multi million pound learning quarter in the heart of the town.
Stourbridge are also getting ready to launch a new golf academy which will be teeing off next month,
Dudley College also received 2.2m towards a new engineering teaching centre in Saucony Shadow Red
They show a new frontage to the site, now called Hagley Road Campus of Birmingham Metropolitan College, as well as two new three storey blocks, one filling a space between two front existing buildings and the other a side extension.
Under the current plans for the new entrance, the college says it has no plans to increase its number of staff and students.
Stourbridge college's vision for the future shown in image Express Star
College bosses in Reebok Pink Suede
The work will also provide a new reception area and offices for student support services.
Stourbridge Township Council raised concerns about the plans saying the new entrance would be 'incompatible with the older buildings' in the area.
the entrance area to the site following complaints by people living nearby.
"The slot windows and tall curtain walling glazed panel modules provide vertical emphasis influenced by the tall chimney and related features of the Grade II listed Old Swinford Hospital."
It will give students specialised manufacturing skills, and it is hoped it will help to support the local and national engineering, technology and manufacturing sector.
New artist impressions of the site have been submitted to Dudley Council as part of a planning application for the work.
A spokesman for Birmingham Metropolitan College said: "We want to refresh the entrance to the building, we don't want to be too radical, we think that the fascia needs a facelift without looking out of place with surrounding buildings."
The planning application comes a year after Stourbridge College withdrew a previous proposal to revamp Reebok Legacy Lifter Review
The Saucony Trainers Glasgow blocks will provide a new home for the college's health and social care department, which is currently based in a building at the rear of the site due to be demolished.
But in a supporting document for the new application, planning agents Pick Everard said: "A neutral colour palette on the over cladding will reflect the stone detailing on Old Swinford Hospital and West Hill Lodge.
The venture is being set up with Hagley Golf and Country Club.
Bosses want to open a specialist maths block for full and part time students, which will be called Dudley Enhance.
Plans for the work follow a 1m new fitness suite and computer area for students, which opened in 2011.
Bosses say the popularity of the sixth form centre, which opened in September, has prompted the plans for the development to cater for a growing number of students.
It comes as preparations get under way for work to start on a 6m manufacturing and engineering complex called Dudley Advance on a site off Priory Road.
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