Try E-6000 Industrial Adhesive. It holds in temperatures between -40º F and 150º F. Here is some info I found when I googled it.
- Clear Multi-Purpose Adhesive
- Self-Leveling Formula, Medium Viscosity
- Abrasion resistant -- Flexible hold
- Waterproof -- Paintable
- Adheres to more surfaces than virtually any other adhesive: wood, metal, glass, fiberglass, ceramics, masonry, concrete, leather, rubber, vinyl, neoprene, many plastics.
- This cement does NOT dry instantly -- you have at least 5 minutes to make adjustments before the glue starts to set. For maximum strength bond, allow 24-72 hours for complete curing.
- Excess can be cleaned/removed from work-surfaces. Use sense when using adhesives - use in a well-ventilated area, remove excess from skin promptly, do not get any in your eyes, etc. etc.!
- NOTE: This glue is not the same as an epoxy.
You can buy it on ebay or at craft and hobby stores - probably at HD, Lowe's, etc. too. I think I paid about $4.99 for a 3.7 oz. tube at Michael's, but it's not just for crafts.
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